seed
int64
42
46
dataset
stringclasses
6 values
model
stringclasses
13 values
n_topics
int64
10
50
topic_descriptions
sequencelengths
1
50
runtime_s
float64
0.93
52.3k
encoder
stringclasses
5 values
diversity
float64
0.09
1
c_npmi
float64
-0.38
0.21
wec_ex
float64
0.11
0.49
wec_in
float64
0.07
0.94
42
Wiki Medical
BERTopic
10
[ [ "are", "in", "be", "to", "of", "the", "is", "or", "and", "as" ], [ "to", "of", "and", "the", "in", "is", "are", "with", "or", "as" ], [ "to", "and", "in", "the", "of", "is", "for", "as", "it", "with" ], [ "leaves", "and", "in", "genus", "stinging", "the", "species", "as", "plant", "of" ], [ "and", "with", "the", "in", "to", "of", "disorder", "or", "is", "that" ], [ "and", "in", "the", "of", "to", "are", "by", "is", "as", "from" ], [ "to", "of", "the", "cutaneous", "and", "skin", "is", "cyst", "in", "or" ], [ "of", "the", "and", "or", "in", "that", "to", "as", "is", "by" ], [ "to", "of", "in", "virus", "for", "vaccination", "vaccine", "vaccines", "the", "and" ], [ "twin", "in", "of", "born", "the", "headed", "and", "two", "conjoined", "twins" ] ]
35.507016
average_word_embeddings_glove.6B.300d
0.35
-0.015182
0.249938
0.187303
42
Wiki Medical
BERTopic
20
[ [ "the", "and", "of", "in", "is", "to", "with", "vitamin", "deficiency", "as" ], [ "disorder", "and", "in", "that", "the", "of", "to", "with", "or", "disorders" ], [ "and", "the", "of", "in", "to", "is", "with", "or", "are", "cells" ], [ "the", "in", "of", "to", "are", "syndrome", "with", "and", "is", "or" ], [ "the", "skin", "dermatitis", "to", "of", "in", "acne", "is", "and", "hair" ], [ "in", "to", "as", "the", "is", "by", "and", "of", "are", "from" ], [ "is", "of", "the", "in", "and", "to", "or", "may", "be", "bladder" ], [ "leaves", "stinging", "plant", "in", "genus", "species", "and", "the", "as", "plants" ], [ "of", "heart", "the", "to", "aortic", "is", "left", "ventricular", "and", "valve" ], [ "tooth", "teeth", "the", "enamel", "of", "dental", "caries", "is", "to", "and" ], [ "in", "the", "to", "of", "or", "is", "and", "joint", "pain", "spinal" ], [ "and", "of", "in", "the", "is", "to", "as", "used", "zinc", "gold" ], [ "to", "of", "is", "the", "and", "in", "for", "drug", "it", "with" ], [ "the", "cutaneous", "skin", "of", "with", "psoriasis", "nevus", "syndrome", "is", "and" ], [ "is", "heart", "the", "and", "to", "in", "of", "or", "oxygen", "blood" ], [ "or", "of", "that", "the", "to", "in", "and", "as", "child", "by" ], [ "the", "odontogenic", "is", "cysts", "may", "duct", "cyst", "of", "and", "bone" ], [ "and", "in", "virus", "the", "vaccines", "vaccine", "influenza", "vaccination", "of", "for" ], [ "and", "of", "pregnancy", "the", "to", "is", "in", "birth", "placenta", "fetal" ], [ "born", "headed", "and", "the", "two", "of", "twin", "in", "conjoined", "twins" ] ]
36.343039
average_word_embeddings_glove.6B.300d
0.385
0.005002
0.21618
0.193015
42
Wiki Medical
BERTopic
30
[ [ "the", "heart", "and", "to", "of", "in", "or", "oxygen", "is", "blood" ], [ "are", "cells", "of", "in", "is", "to", "and", "the", "with", "or" ], [ "the", "in", "deficiency", "vitamin", "of", "is", "to", "iron", "and", "levels" ], [ "genus", "in", "leaves", "plant", "and", "plants", "species", "stinging", "the", "as" ], [ "in", "of", "and", "the", "is", "with", "syndrome", "are", "to", "gene" ], [ "lung", "meningitis", "and", "of", "the", "pneumonia", "is", "to", "in", "with" ], [ "stomach", "of", "the", "and", "bowel", "abdominal", "obstruction", "is", "to", "or" ], [ "the", "valve", "aortic", "heart", "left", "artery", "is", "blood", "of", "to" ], [ "the", "and", "dermatitis", "skin", "of", "acne", "to", "or", "in", "is" ], [ "factor", "the", "in", "of", "antithrombin", "is", "and", "to", "protein", "by" ], [ "and", "to", "the", "disorder", "of", "with", "in", "that", "or", "disorders" ], [ "the", "nerve", "of", "eye", "facial", "syndrome", "palsy", "paralysis", "hemiplegia", "is" ], [ "in", "of", "and", "to", "drug", "it", "effects", "is", "the", "for" ], [ "urinary", "of", "incontinence", "fistula", "pelvic", "bladder", "the", "prolapse", "rectal", "is" ], [ "the", "are", "and", "to", "in", "is", "of", "eggs", "species", "infection" ], [ "of", "the", "in", "to", "and", "that", "abuse", "child", "or", "as" ], [ "odontogenic", "cysts", "of", "cyst", "the", "duct", "may", "bone", "is", "and" ], [ "vaccines", "vaccination", "the", "influenza", "virus", "in", "and", "vaccine", "was", "for" ], [ "pregnancy", "the", "of", "birth", "to", "and", "placenta", "is", "fetal", "miscarriage" ], [ "the", "two", "born", "headed", "twins", "twin", "heads", "in", "conjoined", "and" ], [ "tooth", "teeth", "the", "dental", "caries", "enamel", "pulp", "to", "of", "dentin" ], [ "is", "and", "the", "to", "of", "joint", "or", "in", "pain", "spinal" ], [ "sleep", "narcolepsy", "insomnia", "to", "and", "night", "disorders", "of", "the", "disorder" ], [ "the", "to", "in", "as", "is", "of", "and", "gold", "used", "zinc" ], [ "anagen", "alopecia", "hair", "loss", "hypertrichosis", "areata", "scalp", "hairs", "the", "of" ], [ "tachycardia", "ventricular", "node", "atrial", "block", "av", "heart", "the", "fibrillation", "cardiac" ], [ "eye", "glaucoma", "corneal", "of", "vision", "the", "lens", "to", "is", "in" ], [ "and", "of", "cutaneous", "the", "is", "skin", "psoriasis", "nevus", "syndrome", "lesions" ], [ "joints", "arthritis", "joint", "nodules", "and", "psoriatic", "disease", "the", "of", "rheumatoid" ], [ "the", "virus", "in", "cholera", "of", "and", "outbreak", "fever", "smallpox", "to" ] ]
35.674522
average_word_embeddings_glove.6B.300d
0.476667
0.041757
0.210253
0.224172
42
Wiki Medical
BERTopic
40
[ [ "the", "in", "and", "cells", "of", "with", "is", "cell", "to", "cancer" ], [ "genus", "plant", "stinging", "plants", "species", "leaves", "in", "and", "sting", "moth" ], [ "the", "of", "in", "and", "are", "eggs", "infection", "species", "to", "is" ], [ "lung", "pneumonia", "bronchiectasis", "pulmonary", "emphysema", "of", "pneumonitis", "interstitial", "fibrosis", "is" ], [ "bile", "abdominal", "volvulus", "bowel", "duct", "obstruction", "pain", "biliary", "of", "the" ], [ "gene", "iron", "is", "to", "of", "in", "the", "enzyme", "and", "deficiency" ], [ "cholera", "virus", "the", "outbreak", "in", "smallpox", "fever", "was", "of", "and" ], [ "deficiency", "iron", "vitamin", "zinc", "in", "choline", "is", "of", "and", "to" ], [ "kidney", "potassium", "levels", "calcium", "hyperparathyroidism", "of", "acidosis", "parathyroid", "the", "is" ], [ "with", "language", "aphasia", "and", "asd", "to", "autism", "autistic", "speech", "learning" ], [ "the", "of", "and", "is", "fracture", "spinal", "to", "joint", "pain", "or" ], [ "the", "palsy", "nerve", "eye", "facial", "of", "syndrome", "hemiplegia", "paralysis", "rectus" ], [ "corneal", "eye", "vision", "the", "glaucoma", "lens", "of", "is", "to", "eyes" ], [ "urinary", "pelvic", "incontinence", "bladder", "prolapse", "the", "rectal", "fistula", "of", "vagina" ], [ "in", "of", "encephalitis", "shingles", "and", "meningitis", "the", "virus", "viral", "infection" ], [ "valve", "heart", "the", "artery", "aortic", "left", "blood", "right", "of", "is" ], [ "cysts", "the", "odontogenic", "cyst", "duct", "bone", "is", "of", "may", "dermoid" ], [ "gastric", "the", "stomach", "vomiting", "gastroparesis", "constipation", "of", "and", "gerd", "to" ], [ "dermatitis", "acne", "and", "skin", "the", "to", "of", "or", "is", "topical" ], [ "of", "antithrombin", "is", "the", "factor", "in", "to", "protein", "and", "thrombin" ], [ "teeth", "tooth", "dental", "enamel", "caries", "the", "dentin", "of", "pulp", "to" ], [ "and", "the", "of", "syndrome", "in", "is", "with", "are", "gene", "to" ], [ "narcolepsy", "disorders", "night", "to", "of", "rem", "and", "insomnia", "sleep", "deprivation" ], [ "is", "gold", "used", "in", "as", "the", "and", "to", "zinc", "of" ], [ "areata", "anagen", "hypertrichosis", "loose", "hairs", "loss", "alopecia", "hair", "the", "scalp" ], [ "block", "tachycardia", "ventricular", "heart", "node", "av", "atrial", "fibrillation", "the", "cardiac" ], [ "cardiac", "the", "and", "of", "stroke", "blood", "to", "heart", "coronary", "brain" ], [ "skin", "cutaneous", "psoriasis", "nevus", "of", "syndrome", "the", "is", "and", "lesions" ], [ "psoriatic", "arthritis", "rheumatoid", "joint", "nodules", "of", "joints", "disease", "the", "and" ], [ "to", "and", "disorder", "of", "disorders", "with", "personality", "the", "or", "that" ], [ "emphysema", "air", "pneumothorax", "chest", "the", "pleural", "lung", "is", "pressure", "may" ], [ "the", "in", "of", "and", "abuse", "to", "child", "that", "or", "as" ], [ "pituitary", "the", "of", "is", "in", "and", "thyroid", "hormone", "to", "levels" ], [ "the", "in", "drug", "of", "and", "for", "to", "is", "it", "effects" ], [ "apnea", "the", "carbon", "of", "sleep", "oxygen", "breathing", "osa", "to", "in" ], [ "vaccine", "the", "influenza", "vaccines", "virus", "vaccination", "in", "was", "for", "and" ], [ "seizure", "epilepsy", "seizures", "brain", "of", "the", "to", "lobe", "epileptic", "in" ], [ "pregnancy", "the", "birth", "placenta", "of", "miscarriage", "fetal", "uterus", "to", "is" ], [ "estradiol", "testosterone", "in", "of", "and", "mg", "women", "progesterone", "estrogen", "the" ], [ "conjoined", "two", "headed", "the", "heads", "twin", "twins", "born", "in", "was" ] ]
35.545405
average_word_embeddings_glove.6B.300d
0.5425
0.065109
0.21895
0.253305
42
Wiki Medical
BERTopic
50
[ [ "conjoined", "twins", "the", "headed", "heads", "twin", "two", "born", "in", "was" ], [ "was", "the", "in", "influenza", "vaccines", "vaccine", "vaccination", "virus", "for", "and" ], [ "anagen", "alopecia", "areata", "hair", "hypertrichosis", "scalp", "loss", "hairs", "the", "loose" ], [ "tachycardia", "node", "heart", "av", "block", "ventricular", "atrial", "electrical", "fibrillation", "cardiac" ], [ "in", "mg", "of", "and", "estradiol", "testosterone", "women", "progesterone", "estrogen", "the" ], [ "teeth", "tooth", "dental", "caries", "enamel", "pulp", "the", "dentin", "of", "to" ], [ "gold", "the", "as", "in", "is", "zinc", "of", "and", "used", "lead" ], [ "the", "of", "antithrombin", "factor", "in", "is", "protein", "to", "thrombin", "and" ], [ "in", "and", "for", "drug", "the", "of", "to", "is", "it", "effects" ], [ "seizure", "of", "the", "epilepsy", "epileptic", "seizures", "brain", "lobe", "focal", "to" ], [ "sleep", "disorders", "narcolepsy", "insomnia", "to", "night", "and", "rem", "deprivation", "sleepiness" ], [ "hormone", "pituitary", "thyroid", "of", "the", "and", "is", "in", "to", "levels" ], [ "the", "syndrome", "and", "of", "in", "with", "to", "gene", "is", "are" ], [ "with", "language", "aphasia", "and", "asd", "to", "autism", "autistic", "speech", "learning" ], [ "oxygen", "apnea", "osa", "sleep", "breathing", "carbon", "the", "to", "in", "of" ], [ "of", "and", "that", "child", "to", "or", "the", "as", "in", "abuse" ], [ "disorders", "and", "of", "to", "disorder", "personality", "with", "the", "that", "or" ], [ "pneumothorax", "chest", "air", "pleural", "emphysema", "the", "lung", "pressure", "is", "tube" ], [ "odontogenic", "cyst", "the", "cysts", "duct", "is", "of", "may", "bone", "dermoid" ], [ "the", "right", "of", "blood", "artery", "heart", "aortic", "valve", "left", "stenosis" ], [ "stroke", "cardiac", "heart", "blood", "of", "the", "coronary", "to", "and", "brain" ], [ "of", "syndrome", "psoriasis", "nevus", "skin", "cutaneous", "the", "lesions", "is", "and" ], [ "vomiting", "constipation", "gerd", "the", "stomach", "gastroparesis", "of", "to", "gastric", "and" ], [ "rheumatoid", "arthritis", "psoriatic", "disease", "nodules", "joint", "joints", "and", "of", "behçets" ], [ "corneal", "glaucoma", "lens", "eye", "of", "vision", "the", "eyes", "is", "to" ], [ "the", "placenta", "of", "pregnancy", "birth", "miscarriage", "fetal", "uterus", "to", "is" ], [ "to", "the", "is", "and", "of", "joint", "spinal", "fracture", "pain", "or" ], [ "nerve", "palsy", "syndrome", "facial", "hemiplegia", "eye", "the", "paralysis", "rectus", "oculomotor" ], [ "tumors", "in", "cells", "cancer", "the", "and", "tumor", "of", "are", "cell" ], [ "lymphoma", "leukemia", "cell", "cells", "marrow", "of", "myeloma", "in", "and", "bone" ], [ "incontinence", "vagina", "urinary", "bladder", "the", "rectal", "fistula", "pelvic", "prolapse", "of" ], [ "obstruction", "bile", "volvulus", "bowel", "abdominal", "duct", "biliary", "of", "pain", "the" ], [ "and", "acne", "topical", "skin", "the", "or", "to", "of", "dermatitis", "is" ], [ "blood", "of", "and", "in", "the", "disease", "is", "with", "to", "kidney" ], [ "choline", "zinc", "deficiency", "in", "and", "niacin", "iron", "of", "vitamin", "is" ], [ "calcium", "potassium", "hyperparathyroidism", "acidosis", "parathyroid", "of", "levels", "the", "kidney", "is" ], [ "the", "deficiency", "in", "of", "is", "gene", "iron", "enzyme", "and", "acid" ], [ "bronchiectasis", "interstitial", "emphysema", "pulmonary", "pneumonitis", "lung", "of", "pneumonia", "is", "fibrosis" ], [ "genus", "leaves", "species", "plants", "stinging", "sting", "in", "plant", "moth", "and" ], [ "shingles", "of", "encephalitis", "virus", "infection", "the", "meningitis", "viral", "in", "is" ], [ "the", "in", "eggs", "and", "are", "of", "species", "larvae", "to", "infection" ], [ "of", "in", "lyme", "ticks", "tick", "infected", "the", "and", "fever", "disease" ], [ "fever", "the", "outbreak", "cholera", "virus", "in", "smallpox", "of", "was", "and" ] ]
35.556514
average_word_embeddings_glove.6B.300d
0.553488
0.071878
0.22405
0.258647
42
Wiki Medical
NMF
10
[ [ "and", "of", "in", "that", "the", "as", "are", "which", "by", "these" ], [ "or", "in", "on", "the", "to", "of", "by", "an", "it", "is" ], [ "with", "is", "to", "in", "be", "are", "may", "or", "can", "treatment" ], [ "or", "and", "as", "for", "is", "that", "their", "in", "be", "to" ], [ "with", "to", "is", "it", "for", "in", "and", "as", "of", "effects" ], [ "the", "are", "and", "to", "as", "can", "skin", "from", "such", "by" ], [ "in", "the", "to", "was", "with", "by", "for", "and", "were", "disease" ], [ "disorder", "and", "with", "in", "disorders", "is", "or", "to", "have", "for" ], [ "of", "to", "blood", "heart", "in", "with", "is", "and", "or", "risk" ], [ "syndrome", "cell", "of", "skin", "and", "disease", "with", "cells", "dermatitis", "cutaneous" ] ]
27.732072
average_word_embeddings_glove.6B.300d
0.41
-0.023714
0.246391
0.157453
42
Wiki Medical
NMF
20
[ [ "the", "on", "to", "of", "and", "in", "at", "as", "from", "which" ], [ "the", "is", "of", "that", "it", "are", "this", "in", "by", "on" ], [ "or", "is", "be", "may", "can", "in", "to", "as", "are", "cause" ], [ "with", "is", "have", "may", "and", "in", "to", "are", "be", "people" ], [ "in", "is", "and", "as", "of", "it", "for", "with", "effects", "by" ], [ "the", "are", "and", "to", "as", "can", "skin", "from", "on", "such" ], [ "in", "was", "by", "to", "the", "were", "from", "and", "for", "had" ], [ "or", "and", "symptoms", "in", "that", "as", "with", "disorders", "personality", "disorder" ], [ "to", "with", "is", "tb", "patients", "be", "and", "treatment", "for", "not" ], [ "are", "that", "or", "in", "of", "cells", "cell", "with", "patients", "type" ], [ "skin", "the", "disease", "dermatitis", "and", "syndrome", "with", "of", "cutaneous", "nevus" ], [ "may", "pain", "the", "for", "that", "or", "and", "symptoms", "with", "chronic" ], [ "cancer", "in", "risk", "cancers", "tumor", "are", "for", "with", "or", "endometrial" ], [ "for", "with", "or", "cricket", "on", "to", "in", "the", "an", "ball" ], [ "in", "child", "that", "children", "or", "abuse", "sexual", "to", "and", "for" ], [ "and", "with", "disease", "for", "is", "symptoms", "people", "infection", "risk", "diseases" ], [ "pregnancy", "women", "in", "risk", "to", "is", "or", "for", "birth", "that" ], [ "to", "in", "insomnia", "and", "or", "sleep", "is", "that", "are", "with" ], [ "as", "to", "that", "or", "is", "for", "are", "be", "not", "in" ], [ "heart", "blood", "to", "lead", "in", "with", "pressure", "is", "failure", "cardiac" ] ]
47.170566
average_word_embeddings_glove.6B.300d
0.37
-0.00386
0.234155
0.165258
42
Wiki Medical
NMF
30
[ [ "to", "of", "on", "in", "the", "and", "from", "which", "is", "at" ], [ "from", "the", "on", "this", "is", "of", "with", "and", "into", "are" ], [ "is", "in", "be", "are", "of", "with", "may", "treatment", "symptoms", "people" ], [ "that", "and", "as", "was", "the", "to", "for", "not", "or", "by" ], [ "in", "an", "this", "it", "by", "that", "is", "be", "as", "to" ], [ "with", "on", "to", "and", "include", "can", "including", "as", "also", "but" ], [ "by", "it", "with", "were", "the", "in", "was", "from", "been", "had" ], [ "disorders", "with", "mental", "as", "or", "to", "personality", "disorder", "symptoms", "for" ], [ "for", "this", "patients", "be", "an", "has", "due", "can", "to", "treatment" ], [ "of", "or", "cells", "cases", "these", "in", "with", "that", "cell", "patients" ], [ "dermatitis", "syndrome", "cell", "skin", "of", "cutaneous", "nevus", "disease", "with", "induced" ], [ "as", "are", "may", "such", "cause", "can", "be", "or", "by", "if" ], [ "with", "as", "of", "in", "progesterone", "estradiol", "and", "women", "to", "levels" ], [ "is", "to", "or", "ball", "for", "the", "an", "in", "that", "by" ], [ "or", "sexual", "children", "that", "in", "is", "for", "child", "abuse", "to" ], [ "for", "and", "disease", "as", "diseases", "symptoms", "or", "people", "crohns", "alzheimers" ], [ "risk", "for", "birth", "is", "pregnancy", "women", "to", "or", "are", "that" ], [ "insomnia", "to", "in", "that", "sleep", "and", "or", "with", "are", "have" ], [ "with", "for", "to", "or", "autism", "in", "that", "asd", "are", "autistic" ], [ "ventricular", "blood", "cardiac", "failure", "in", "of", "heart", "with", "left", "or" ], [ "to", "blood", "insulin", "diabetes", "in", "type", "is", "pressure", "for", "with" ], [ "in", "exposure", "to", "and", "lead", "as", "levels", "poisoning", "blood", "for" ], [ "in", "to", "with", "for", "that", "as", "homeless", "or", "are", "people" ], [ "cancer", "cancers", "for", "the", "risk", "tumor", "are", "to", "endometrial", "cell" ], [ "nerve", "symptoms", "chronic", "for", "is", "pain", "or", "that", "spinal", "as" ], [ "in", "they", "can", "are", "skin", "that", "as", "have", "by", "to" ], [ "use", "treatment", "with", "as", "drug", "for", "of", "or", "effects", "used" ], [ "hearing", "to", "noise", "loss", "ear", "or", "hair", "are", "can", "for" ], [ "vaccine", "virus", "to", "for", "the", "infection", "influenza", "hepatitis", "infected", "and" ], [ "zinc", "in", "gold", "as", "with", "for", "and", "used", "is", "to" ] ]
61.988249
average_word_embeddings_glove.6B.300d
0.393333
0.007126
0.220638
0.159674
42
Wiki Medical
NMF
40
[ [ "and", "may", "in", "which", "the", "of", "that", "to", "is", "has" ], [ "from", "into", "which", "as", "with", "the", "for", "of", "on", "its" ], [ "by", "an", "of", "that", "is", "this", "it", "be", "there", "not" ], [ "be", "for", "not", "as", "that", "to", "or", "the", "and", "have" ], [ "or", "such", "it", "as", "in", "also", "is", "and", "used", "an" ], [ "including", "on", "and", "at", "include", "to", "is", "also", "other", "both" ], [ "infection", "the", "virus", "influenza", "to", "for", "vaccines", "vaccine", "infected", "is" ], [ "cells", "or", "with", "in", "cell", "patients", "to", "that", "cases", "have" ], [ "can", "this", "as", "to", "be", "with", "from", "due", "has", "it" ], [ "or", "by", "for", "such", "an", "as", "with", "at", "of", "is" ], [ "the", "with", "syndrome", "of", "dermatitis", "cutaneous", "nevus", "disease", "cell", "induced" ], [ "or", "may", "be", "can", "in", "cause", "if", "to", "by", "cases" ], [ "progesterone", "women", "with", "of", "in", "estradiol", "to", "oral", "testosterone", "levels" ], [ "ball", "is", "to", "or", "for", "an", "on", "in", "by", "the" ], [ "their", "sexual", "children", "are", "to", "for", "or", "with", "child", "abuse" ], [ "symptoms", "dementia", "alzheimers", "for", "disease", "lyme", "diseases", "crohns", "and", "people" ], [ "disorder", "disorders", "personality", "with", "or", "symptoms", "for", "mental", "depression", "bipolar" ], [ "that", "to", "or", "sleep", "apnea", "insomnia", "are", "and", "is", "for" ], [ "stroke", "brain", "cerebral", "is", "injury", "can", "with", "are", "seizures", "injuries" ], [ "failure", "with", "left", "heart", "ventricular", "cardiac", "is", "risk", "blood", "arrest" ], [ "with", "glucose", "diabetes", "blood", "type", "insulin", "to", "is", "by", "for" ], [ "exposure", "and", "lead", "in", "levels", "blood", "for", "poisoning", "from", "children" ], [ "to", "for", "in", "homeless", "people", "are", "or", "as", "by", "that" ], [ "cancer", "are", "tumor", "for", "risk", "cancers", "or", "endometrial", "cell", "tumors" ], [ "chronic", "pain", "or", "is", "for", "nerve", "spinal", "patients", "back", "joint" ], [ "with", "autism", "and", "for", "asd", "that", "autistic", "or", "in", "to" ], [ "with", "was", "for", "drug", "effects", "it", "in", "use", "is", "by" ], [ "hepatitis", "liver", "with", "is", "to", "and", "cirrhosis", "for", "chronic", "in" ], [ "hearing", "loss", "noise", "ear", "for", "hair", "or", "is", "exposure", "the" ], [ "with", "the", "to", "for", "is", "as", "and", "in", "gold", "by" ], [ "is", "risk", "for", "women", "birth", "pregnancy", "are", "to", "or", "with" ], [ "zinc", "in", "and", "deficiency", "are", "for", "with", "is", "iron", "metal" ], [ "is", "blood", "pressure", "to", "transfusion", "for", "cells", "anemia", "the", "iron" ], [ "people", "symptoms", "are", "may", "be", "have", "of", "with", "in", "treatment" ], [ "withdrawal", "use", "to", "alcohol", "as", "or", "is", "benzodiazepines", "are", "dependence" ], [ "to", "eating", "anorexia", "disorders", "body", "nervosa", "weight", "an", "that", "food" ], [ "skin", "with", "are", "acne", "is", "for", "hair", "by", "psoriasis", "the" ], [ "were", "by", "had", "from", "and", "in", "was", "it", "at", "with" ], [ "are", "is", "tuberculosis", "be", "patients", "tb", "for", "treatment", "with", "to" ], [ "are", "can", "by", "they", "that", "from", "have", "which", "in", "for" ] ]
84.49658
average_word_embeddings_glove.6B.300d
0.4
0.017684
0.216794
0.166026
42
Wiki Medical
NMF
50
[ [ "the", "of", "and", "as", "to", "in", "on", "which", "from", "this" ], [ "in", "with", "on", "of", "from", "the", "that", "into", "for", "this" ], [ "may", "be", "treatment", "is", "cause", "can", "symptoms", "if", "cases", "it" ], [ "be", "not", "have", "this", "for", "time", "that", "been", "consciousness", "has" ], [ "to", "has", "this", "not", "it", "and", "is", "by", "used", "an" ], [ "is", "and", "are", "of", "in", "include", "with", "on", "including", "but" ], [ "diseases", "disease", "in", "the", "and", "symptoms", "for", "crohns", "alzheimers", "lyme" ], [ "patients", "have", "as", "been", "with", "to", "in", "associated", "individuals", "gene" ], [ "for", "by", "was", "drug", "it", "treatment", "in", "effects", "with", "use" ], [ "of", "is", "an", "or", "which", "are", "one", "most", "at", "than" ], [ "of", "dermatitis", "syndrome", "with", "the", "induced", "nevus", "cell", "disease", "cutaneous" ], [ "for", "an", "to", "be", "or", "can", "not", "are", "person", "such" ], [ "sexual", "the", "women", "orgasm", "sex", "female", "that", "with", "men", "for" ], [ "ball", "or", "to", "is", "by", "for", "on", "cricket", "bat", "delivery" ], [ "abuse", "child", "children", "in", "sexual", "that", "and", "for", "their", "are" ], [ "of", "with", "is", "are", "for", "people", "or", "as", "may", "risk" ], [ "disorder", "personality", "with", "symptoms", "mental", "disorders", "bipolar", "dsm", "depression", "for" ], [ "and", "sleep", "insomnia", "to", "that", "apnea", "can", "are", "osa", "during" ], [ "transfusion", "is", "blood", "in", "iron", "anemia", "for", "red", "bleeding", "cells" ], [ "for", "organ", "to", "donation", "organs", "are", "donors", "donor", "an", "be" ], [ "glucose", "insulin", "levels", "type", "with", "diabetes", "blood", "sugar", "by", "is" ], [ "exposure", "poisoning", "levels", "and", "in", "lead", "blood", "for", "children", "from" ], [ "to", "people", "for", "homelessness", "homeless", "in", "the", "on", "that", "by" ], [ "cancer", "cancers", "for", "tumor", "are", "risk", "or", "endometrial", "of", "with" ], [ "for", "chronic", "pain", "spinal", "that", "back", "nerve", "or", "joint", "can" ], [ "in", "asd", "for", "that", "autism", "and", "with", "autistic", "are", "may" ], [ "effects", "use", "drug", "to", "as", "amphetamine", "cocaine", "with", "morphine", "cannabis" ], [ "hepatitis", "liver", "is", "and", "with", "cirrhosis", "chronic", "in", "for", "can" ], [ "cardiac", "failure", "heart", "ventricular", "left", "blood", "arrest", "coronary", "risk", "pulmonary" ], [ "in", "as", "the", "and", "of", "gold", "by", "are", "with", "for" ], [ "for", "birth", "pregnancy", "risk", "women", "are", "is", "weeks", "with", "that" ], [ "in", "zinc", "with", "iron", "for", "of", "is", "deficiency", "and", "as" ], [ "can", "by", "from", "for", "are", "to", "have", "they", "be", "which" ], [ "noise", "loss", "to", "hearing", "ear", "hair", "can", "is", "exposure", "sound" ], [ "treatment", "tb", "to", "for", "patients", "be", "tuberculosis", "is", "are", "drugs" ], [ "eating", "and", "nervosa", "disorders", "to", "anorexia", "body", "weight", "that", "food" ], [ "as", "skin", "acne", "hair", "with", "psoriasis", "that", "are", "topical", "have" ], [ "in", "was", "the", "by", "were", "had", "and", "it", "from", "at" ], [ "infected", "the", "by", "with", "infection", "infections", "is", "fever", "can", "bacteria" ], [ "used", "with", "also", "by", "such", "as", "an", "may", "which", "well" ], [ "their", "self", "as", "to", "esteem", "with", "harm", "that", "they", "and" ], [ "has", "have", "in", "other", "or", "been", "as", "may", "some", "that" ], [ "influenza", "vaccine", "vaccines", "for", "the", "virus", "to", "vaccination", "that", "flu" ], [ "can", "by", "to", "pressure", "gas", "pulmonary", "is", "lung", "at", "oxygen" ], [ "myeloma", "that", "cells", "are", "or", "cell", "cases", "these", "by", "immune" ], [ "alcohol", "withdrawal", "for", "use", "drinking", "fas", "dependence", "alcoholism", "are", "to" ], [ "glaucoma", "the", "vision", "eye", "evil", "eyes", "color", "visual", "by", "blindness" ], [ "head", "can", "cerebral", "stroke", "injury", "injuries", "seizures", "brain", "epilepsy", "cause" ], [ "unemployment", "the", "are", "in", "as", "that", "for", "and", "rate", "by" ], [ "oral", "of", "estradiol", "levels", "women", "breast", "with", "progesterone", "to", "mg" ] ]
98.303727
average_word_embeddings_glove.6B.300d
0.448
0.032991
0.211884
0.182667
42
Wiki Medical
LDA
10
[ [ "to", "and", "with", "of", "is", "the", "for", "in", "as", "it" ], [ "in", "by", "to", "the", "is", "as", "of", "for", "and", "with" ], [ "in", "with", "is", "the", "of", "to", "and", "or", "as", "be" ], [ "of", "to", "the", "in", "or", "is", "and", "be", "with", "are" ], [ "of", "to", "and", "that", "as", "the", "is", "in", "or", "with" ], [ "disorder", "the", "of", "and", "to", "with", "treatment", "is", "in", "symptoms" ], [ "the", "and", "to", "of", "is", "disease", "are", "in", "with", "for" ], [ "is", "of", "to", "the", "blood", "and", "in", "with", "or", "as" ], [ "the", "of", "and", "in", "to", "is", "with", "or", "are", "that" ], [ "the", "to", "of", "and", "in", "is", "with", "or", "as", "be" ] ]
186.057673
average_word_embeddings_glove.6B.300d
0.2
-0.041528
0.281926
0.200144
42
Wiki Medical
LDA
20
[ [ "of", "and", "the", "in", "to", "is", "with", "for", "women", "as" ], [ "with", "and", "is", "the", "of", "to", "in", "be", "as", "or" ], [ "in", "skin", "the", "and", "of", "with", "or", "to", "is", "as" ], [ "the", "is", "and", "to", "of", "in", "or", "be", "with", "as" ], [ "the", "and", "to", "in", "is", "that", "of", "with", "or", "as" ], [ "tuberculosis", "tb", "hiv", "to", "of", "ptsd", "treatment", "the", "is", "war" ], [ "in", "and", "the", "of", "to", "is", "blood", "with", "are", "for" ], [ "disease", "with", "is", "and", "of", "the", "to", "in", "by", "gene" ], [ "in", "is", "with", "to", "and", "of", "the", "are", "syndrome", "or" ], [ "of", "with", "or", "eye", "and", "to", "is", "in", "the", "be" ], [ "in", "of", "the", "and", "is", "to", "or", "be", "with", "may" ], [ "in", "and", "of", "the", "is", "to", "by", "are", "as", "that" ], [ "infection", "and", "was", "the", "to", "virus", "for", "of", "in", "disease" ], [ "airway", "sleep", "apnea", "arrest", "breathing", "nasal", "cardiac", "by", "of", "death" ], [ "and", "or", "the", "blood", "is", "with", "to", "of", "in", "be" ], [ "the", "and", "to", "it", "of", "is", "for", "in", "with", "as" ], [ "of", "in", "is", "the", "and", "to", "or", "with", "are", "as" ], [ "of", "the", "in", "and", "to", "is", "as", "with", "for", "by" ], [ "and", "the", "in", "to", "of", "is", "disease", "or", "with", "are" ], [ "the", "in", "and", "to", "of", "is", "as", "by", "from", "for" ] ]
265.693659
average_word_embeddings_glove.6B.300d
0.205
-0.032204
0.259819
0.188373
42
Wiki Medical
LDA
30
[ [ "of", "the", "and", "in", "to", "is", "breast", "estradiol", "calcium", "progesterone" ], [ "in", "the", "of", "and", "is", "be", "with", "sleep", "to", "or" ], [ "is", "in", "as", "with", "and", "to", "of", "the", "or", "are" ], [ "the", "be", "or", "and", "in", "of", "is", "to", "are", "as" ], [ "the", "to", "in", "and", "of", "that", "or", "is", "with", "as" ], [ "hair", "stress", "trauma", "scalp", "ptsd", "loss", "alopecia", "traumatic", "head", "cutis" ], [ "diabetes", "to", "with", "of", "and", "is", "in", "the", "insulin", "blood" ], [ "and", "the", "of", "in", "to", "heart", "with", "is", "was", "aortic" ], [ "of", "and", "in", "the", "to", "are", "is", "with", "for", "that" ], [ "eye", "to", "is", "in", "and", "of", "the", "vision", "hearing", "loss" ], [ "the", "is", "may", "or", "to", "in", "and", "of", "be", "with" ], [ "the", "of", "is", "and", "to", "as", "in", "by", "are", "from" ], [ "virus", "vaccine", "influenza", "vaccines", "vaccination", "viruses", "the", "viral", "flu", "who" ], [ "also", "references", "cutaneous", "see", "external", "condition", "links", "conditions", "list", "characterized" ], [ "the", "in", "be", "or", "with", "and", "is", "blood", "to", "of" ], [ "and", "the", "to", "in", "is", "of", "with", "for", "as", "it" ], [ "in", "is", "to", "and", "or", "the", "skin", "of", "with", "are" ], [ "is", "and", "the", "in", "of", "to", "as", "by", "for", "it" ], [ "with", "is", "to", "of", "disease", "in", "the", "and", "or", "are" ], [ "in", "and", "the", "to", "of", "is", "as", "that", "for", "from" ], [ "of", "in", "and", "for", "to", "the", "is", "with", "cancer", "cells" ], [ "the", "in", "of", "and", "is", "to", "for", "it", "as", "with" ], [ "and", "the", "of", "disease", "to", "are", "in", "with", "is", "liver" ], [ "of", "the", "artery", "to", "coronary", "heart", "blood", "arteries", "cardiac", "infarction" ], [ "the", "that", "to", "of", "is", "in", "with", "and", "or", "as" ], [ "tick", "shock", "the", "dystrophy", "by", "lyme", "and", "in", "covid", "of" ], [ "is", "with", "to", "for", "as", "in", "of", "by", "the", "and" ], [ "alcon", "company", "costello", "novartis", "prurigo", "symphysis", "prostatitis", "worth", "fort", "diastasis" ], [ "odors", "synthetase", "foul", "smell", "anosmia", "smelling", "exfoliation", "manganese", "nhanes", "http" ], [ "is", "of", "with", "are", "the", "and", "to", "syndrome", "in", "or" ] ]
312.640273
average_word_embeddings_glove.6B.300d
0.32
-0.022397
0.24762
0.207694
42
Wiki Medical
LDA
40
[ [ "vitamin", "calcium", "of", "the", "to", "parathyroid", "bone", "in", "opioid", "is" ], [ "of", "the", "and", "to", "in", "with", "is", "be", "deficiency", "may" ], [ "in", "of", "and", "to", "the", "is", "with", "as", "or", "syndrome" ], [ "or", "and", "the", "of", "to", "is", "in", "be", "are", "as" ], [ "to", "the", "in", "or", "of", "and", "with", "that", "as", "is" ], [ "prolapse", "myeloid", "acute", "ms", "rectal", "leukemia", "sclerosis", "alopecia", "areata", "intussusception" ], [ "is", "to", "glucose", "diabetes", "in", "insulin", "of", "the", "and", "type" ], [ "children", "and", "of", "to", "the", "child", "in", "aortic", "abuse", "or" ], [ "and", "to", "of", "in", "the", "is", "with", "are", "for", "that" ], [ "and", "is", "eye", "the", "visual", "vision", "of", "in", "to", "corneal" ], [ "of", "or", "to", "in", "the", "is", "and", "may", "pain", "be" ], [ "the", "blood", "of", "and", "in", "is", "to", "anemia", "cells", "are" ], [ "urethral", "floor", "pelvic", "incontinence", "urethra", "urinary", "urethritis", "urogenital", "female", "dysuria" ], [ "melanin", "smokers", "hyperpigmentation", "refer", "auxiliary", "oral", "melanosis", "filipino", "46", "language" ], [ "the", "is", "to", "and", "in", "of", "or", "be", "with", "pregnancy" ], [ "of", "pressure", "heart", "the", "to", "is", "and", "in", "with", "blood" ], [ "in", "is", "or", "are", "the", "with", "of", "and", "to", "as" ], [ "to", "and", "the", "of", "in", "as", "is", "for", "by", "or" ], [ "with", "and", "the", "disease", "in", "are", "to", "of", "or", "is" ], [ "of", "the", "and", "in", "to", "as", "is", "zinc", "for", "lead" ], [ "are", "to", "with", "of", "and", "the", "in", "is", "cells", "or" ], [ "for", "is", "with", "the", "and", "to", "in", "as", "effects", "of" ], [ "is", "to", "of", "the", "in", "liver", "with", "and", "disease", "hepatitis" ], [ "arteries", "angina", "coronary", "artery", "lymphoma", "cardiac", "heart", "ischemia", "of", "myocardial" ], [ "to", "the", "with", "that", "is", "or", "of", "in", "and", "as" ], [ "disease", "fever", "and", "the", "in", "of", "tick", "to", "bite", "is" ], [ "are", "as", "to", "by", "is", "the", "and", "in", "of", "for" ], [ "costello", "prostatitis", "muscular", "atrophy", "spinal", "lower", "atrophies", "with", "predominance", "extremity" ], [ "pseudoephedrine", "rhinitis", "smell", "antihistamine", "corticosteroid", "hydrocortisone", "allergic", "glucocorticoid", "cetirizine", "anosmia" ], [ "the", "in", "of", "as", "and", "is", "to", "or", "with", "brain" ], [ "is", "in", "and", "the", "or", "are", "of", "to", "malaria", "be" ], [ "as", "the", "to", "in", "of", "was", "and", "is", "by", "that" ], [ "skin", "hair", "nail", "syndrome", "nevus", "lichen", "epidermal", "disease", "erythema", "induced" ], [ "the", "is", "of", "and", "in", "to", "for", "it", "with", "by" ], [ "the", "of", "blood", "and", "in", "to", "is", "or", "as", "be" ], [ "dermatitis", "dysplasia", "of", "contact", "eczema", "the", "penicillin", "endocarditis", "atopic", "retinal" ], [ "the", "and", "of", "in", "to", "for", "virus", "is", "with", "vaccine" ], [ "skin", "cutaneous", "references", "lesions", "see", "condition", "is", "also", "external", "conditions" ], [ "of", "the", "and", "is", "to", "with", "in", "are", "or", "be" ], [ "sleep", "is", "to", "tooth", "in", "the", "or", "of", "and", "by" ] ]
370.956163
average_word_embeddings_glove.6B.300d
0.3475
-0.022061
0.24637
0.200542
42
Wiki Medical
LDA
50
[ [ "of", "in", "estrogen", "women", "and", "the", "to", "progesterone", "estradiol", "testosterone" ], [ "of", "the", "be", "in", "is", "and", "to", "with", "as", "may" ], [ "and", "of", "the", "in", "to", "with", "is", "syndrome", "gene", "are" ], [ "in", "the", "is", "to", "of", "and", "or", "be", "are", "may" ], [ "of", "and", "the", "to", "in", "with", "as", "is", "disorder", "or" ], [ "cell", "eosinophilic", "myeloid", "leukemia", "cells", "acute", "chronic", "chemotherapy", "marrow", "eosinophilia" ], [ "diabetes", "insulin", "of", "the", "and", "in", "to", "glucose", "type", "is" ], [ "the", "heart", "of", "in", "and", "to", "with", "cardiac", "left", "aortic" ], [ "in", "and", "of", "the", "to", "or", "with", "is", "for", "that" ], [ "eye", "in", "the", "vision", "of", "glaucoma", "visual", "is", "optic", "to" ], [ "of", "the", "and", "is", "in", "to", "or", "may", "be", "with" ], [ "the", "and", "is", "in", "of", "to", "blood", "or", "stomach", "an" ], [ "uterine", "urethra", "urethral", "uterus", "benign", "urethritis", "fibroids", "smooth", "the", "muscle" ], [ "antral", "retained", "exposed", "antrum", "continually", "inadequate", "happens", "environment", "prone", "segment" ], [ "of", "is", "to", "the", "and", "be", "in", "with", "or", "may" ], [ "of", "to", "the", "pressure", "and", "with", "blood", "in", "is", "hypertension" ], [ "or", "are", "of", "the", "in", "and", "as", "is", "to", "with" ], [ "the", "of", "as", "and", "is", "with", "to", "in", "by", "used" ], [ "of", "disease", "and", "the", "in", "with", "are", "is", "to", "or" ], [ "the", "in", "and", "as", "to", "of", "is", "lead", "zinc", "are" ], [ "and", "is", "cells", "the", "in", "to", "with", "of", "are", "or" ], [ "the", "is", "in", "and", "to", "for", "as", "of", "with", "effects" ], [ "to", "in", "liver", "and", "disease", "of", "hepatitis", "is", "the", "with" ], [ "artery", "coronary", "arteries", "ischemia", "angina", "of", "cardiac", "myocardial", "dystrophy", "occlusion" ], [ "the", "and", "to", "of", "in", "pain", "or", "is", "that", "as" ], [ "tooth", "teeth", "dental", "and", "tick", "pulp", "lyme", "caries", "to", "ticks" ], [ "and", "the", "of", "in", "to", "are", "as", "is", "that", "by" ], [ "born", "papules", "iga", "pemphigus", "disambiguation", "igg", "herpetiformis", "adrenaline", "indian", "costello" ], [ "refer", "may", "brand", "characters", "name", "project", "drug", "drama", "film", "apple" ], [ "in", "is", "to", "of", "the", "and", "with", "brain", "or", "as" ], [ "are", "to", "in", "corneal", "and", "is", "the", "as", "or", "of" ], [ "of", "in", "the", "and", "as", "was", "to", "by", "is", "that" ], [ "nail", "syndrome", "nevus", "cyst", "ichthyosis", "erythema", "disease", "urticaria", "induced", "granuloma" ], [ "and", "the", "in", "of", "is", "with", "for", "it", "was", "to" ], [ "to", "and", "blood", "is", "of", "in", "the", "or", "as", "be" ], [ "kidney", "parathyroid", "calcium", "magnesium", "dysplasia", "retinal", "in", "of", "phosphate", "dogs" ], [ "in", "and", "to", "of", "the", "vaccine", "was", "for", "with", "is" ], [ "of", "lesions", "skin", "also", "is", "cutaneous", "references", "conditions", "see", "condition" ], [ "the", "of", "and", "or", "be", "in", "to", "is", "are", "as" ], [ "and", "sleep", "the", "in", "to", "of", "is", "by", "or", "with" ], [ "the", "and", "to", "in", "of", "for", "that", "as", "is", "are" ], [ "ulcerative", "intestine", "colonoscopy", "colon", "levonorgestrel", "μg", "norethisterone", "crohns", "colitis", "us" ], [ "tubercle", "chronic", "inoculation", "prostatitis", "bacilli", "tuberculosis", "pelvic", "cutis", "95", "334" ], [ "in", "of", "the", "to", "and", "is", "are", "as", "by", "with" ], [ "to", "of", "in", "for", "and", "that", "is", "the", "or", "are" ], [ "the", "of", "as", "to", "in", "is", "and", "for", "be", "or" ], [ "in", "the", "and", "breast", "beta", "of", "to", "heart", "blockers", "is" ], [ "in", "of", "and", "scalp", "alopecia", "is", "topical", "hair", "the", "loss" ], [ "of", "that", "the", "or", "in", "to", "is", "and", "with", "as" ], [ "of", "the", "in", "to", "is", "and", "are", "blood", "with", "or" ] ]
443.646306
average_word_embeddings_glove.6B.300d
0.34
-0.026271
0.246623
0.202338
42
Wiki Medical
Top2Vec
10
[ [ "medication", "drugs", "patients", "medications", "treatment", "effects", "result", "use", "certain", "example" ], [ "symptoms", "cause", "brain", "disease", "causes", "patients", "disorders", "result", "disorder", "certain" ], [ "particular", "kind", "fact", "certain", "result", "example", "instance", "given", "similar", "especially" ], [ "brain", "patients", "causes", "cause", "infection", "heart", "symptoms", "inflammation", "tissue", "cardiac" ], [ "result", "cause", "patients", "brain", "risk", "causes", "resulting", "infection", "heart", "usually" ], [ "lesions", "skin", "infection", "symptoms", "tissue", "inflammation", "tumors", "disease", "causes", "usually" ], [ "causes", "usually", "cause", "result", "skin", "types", "certain", "typically", "patients", "symptoms" ], [ "pain", "result", "brain", "causes", "muscle", "patients", "cause", "bone", "usually", "stress" ], [ "infection", "cancer", "diseases", "disease", "causes", "symptoms", "cause", "patients", "brain", "cells" ], [ "acid", "cells", "certain", "causes", "cause", "example", "result", "types", "levels", "resulting" ] ]
35.164612
average_word_embeddings_glove.6B.300d
0.46
0.010682
0.247383
0.204165
42
Wiki Medical
Top2Vec
20
[ [ "drugs", "medication", "hormone", "estrogen", "treatments", "therapy", "medications", "treatment", "patients", "use" ], [ "example", "acid", "used", "use", "using", "compounds", "produce", "types", "typically", "products" ], [ "patients", "drugs", "treatment", "effects", "medications", "result", "medication", "certain", "use", "example" ], [ "symptoms", "causes", "abnormal", "cause", "patients", "disease", "disorders", "brain", "hormone", "infection" ], [ "symptoms", "cause", "brain", "disease", "causes", "patients", "disorders", "result", "disorder", "certain" ], [ "fact", "example", "actually", "instance", "time", "addition", "known", "particular", "later", "given" ], [ "result", "example", "particular", "certain", "disorder", "problems", "mental", "specific", "disorders", "patients" ], [ "cause", "brain", "heart", "causes", "patients", "infection", "blood", "symptoms", "cardiac", "pulmonary" ], [ "patients", "heart", "risk", "result", "brain", "cause", "resulting", "causes", "symptoms", "severe" ], [ "lesions", "skin", "infection", "symptoms", "tissue", "inflammation", "tumors", "disease", "causes", "usually" ], [ "cause", "usually", "result", "causes", "types", "brain", "certain", "patients", "skin", "resulting" ], [ "patients", "cause", "pregnancy", "result", "causes", "risk", "brain", "usually", "infection", "resulting" ], [ "pain", "result", "brain", "causes", "muscle", "patients", "cause", "bone", "usually", "stress" ], [ "tumors", "cancer", "tissue", "brain", "cells", "tumor", "cancers", "infection", "patients", "disease" ], [ "infection", "causes", "symptoms", "patients", "inflammation", "bladder", "cause", "brain", "liver", "tissue" ], [ "causes", "symptoms", "certain", "skin", "treatment", "types", "cause", "usually", "disease", "infection" ], [ "disease", "patients", "causes", "infection", "symptoms", "cancer", "cause", "diseases", "brain", "treatment" ], [ "proteins", "deficiency", "cells", "levels", "cause", "disease", "causes", "acid", "protein", "result" ], [ "animals", "common", "species", "example", "usually", "humans", "types", "disease", "typically", "commonly" ], [ "disease", "virus", "infected", "infection", "result", "cases", "infections", "flu", "patients", "diseases" ] ]
35.958919
average_word_embeddings_glove.6B.300d
0.41
0.018409
0.266782
0.214439
42
Wiki Medical
Top2Vec
30
[ [ "heart", "causes", "cause", "cardiac", "brain", "abnormal", "patients", "result", "function", "resulting" ], [ "drugs", "medication", "hormone", "estrogen", "treatments", "therapy", "medications", "treatment", "patients", "use" ], [ "usually", "teeth", "causes", "resulting", "example", "cause", "types", "typically", "certain", "result" ], [ "example", "acid", "used", "use", "using", "compounds", "produce", "types", "typically", "products" ], [ "proteins", "enzyme", "cells", "function", "protein", "molecules", "types", "genes", "enzymes", "acid" ], [ "patients", "drugs", "treatment", "effects", "medications", "result", "medication", "certain", "use", "example" ], [ "symptoms", "causes", "abnormal", "cause", "patients", "disease", "disorders", "brain", "hormone", "infection" ], [ "symptoms", "cause", "brain", "disease", "causes", "patients", "disorders", "result", "disorder", "certain" ], [ "need", "certain", "particular", "example", "instance", "result", "specific", "different", "study", "problems" ], [ "causes", "cause", "risk", "resulting", "result", "usually", "patients", "severe", "levels", "caused" ], [ "fact", "example", "actually", "instance", "time", "addition", "known", "particular", "later", "given" ], [ "result", "certain", "disorders", "particular", "disorder", "patients", "mental", "symptoms", "example", "problems" ], [ "tumors", "tissues", "lesions", "tissue", "tumor", "cells", "skin", "brain", "bone", "inflammation" ], [ "heart", "patients", "brain", "causes", "cause", "cardiac", "pulmonary", "blood", "coronary", "infection" ], [ "patients", "cause", "result", "brain", "heart", "causes", "symptoms", "blood", "disease", "infection" ], [ "lesions", "skin", "infection", "symptoms", "tissue", "inflammation", "tumors", "disease", "causes", "usually" ], [ "result", "causes", "brain", "cause", "skin", "usually", "patients", "types", "resulting", "certain" ], [ "patients", "cause", "pregnancy", "result", "causes", "risk", "brain", "usually", "infection", "resulting" ], [ "pain", "result", "brain", "causes", "muscle", "patients", "cause", "bone", "usually", "stress" ], [ "tumor", "tumors", "cancer", "cancers", "brain", "patients", "disease", "cells", "tissue", "infection" ], [ "treatment", "patients", "infection", "brain", "disease", "cells", "cancer", "tumors", "types", "tumor" ], [ "bladder", "infection", "tissue", "symptoms", "treatment", "causes", "patients", "cause", "inflammation", "brain" ], [ "symptoms", "liver", "causes", "inflammation", "infection", "stomach", "patients", "chronic", "bladder", "gastrointestinal" ], [ "causes", "symptoms", "certain", "skin", "treatment", "types", "cause", "usually", "disease", "infection" ], [ "symptoms", "patients", "infection", "causes", "disease", "cause", "chronic", "diseases", "brain", "treatment" ], [ "acid", "vitamin", "deficiency", "levels", "calcium", "example", "supplements", "disease", "causes", "cause" ], [ "calcium", "causes", "levels", "blood", "cause", "metabolic", "symptoms", "abnormal", "patients", "increases" ], [ "brain", "causes", "cause", "disease", "disorders", "deficiency", "symptoms", "genetic", "cells", "disorder" ], [ "animals", "common", "species", "example", "usually", "humans", "types", "disease", "typically", "commonly" ], [ "disease", "virus", "infected", "infection", "result", "cases", "infections", "flu", "patients", "diseases" ] ]
35.929059
average_word_embeddings_glove.6B.300d
0.343333
0.02569
0.278445
0.227959
42
Wiki Medical
Top2Vec
40
[ [ "virus", "diseases", "vaccine", "hiv", "flu", "cases", "vaccines", "infection", "patients", "disease" ], [ "causes", "hair", "skin", "result", "usually", "cause", "types", "typically", "certain", "particular" ], [ "heart", "causes", "cause", "cardiac", "brain", "abnormal", "patients", "result", "function", "resulting" ], [ "drugs", "medication", "hormone", "estrogen", "treatments", "therapy", "medications", "treatment", "patients", "use" ], [ "usually", "teeth", "causes", "resulting", "example", "cause", "types", "typically", "certain", "result" ], [ "example", "acid", "used", "use", "using", "compounds", "produce", "types", "typically", "products" ], [ "proteins", "enzyme", "cells", "function", "protein", "molecules", "types", "genes", "enzymes", "acid" ], [ "patients", "drugs", "treatment", "effects", "medications", "result", "medication", "certain", "use", "example" ], [ "patients", "certain", "causes", "effects", "symptoms", "severe", "cause", "result", "brain", "occur" ], [ "symptoms", "causes", "abnormal", "cause", "patients", "disease", "disorders", "brain", "hormone", "infection" ], [ "cause", "brain", "result", "disorders", "symptoms", "patients", "disease", "causes", "disorder", "certain" ], [ "need", "certain", "particular", "example", "instance", "result", "specific", "different", "study", "problems" ], [ "causes", "cause", "risk", "resulting", "result", "usually", "patients", "severe", "levels", "caused" ], [ "fact", "example", "actually", "instance", "time", "addition", "known", "particular", "later", "given" ], [ "result", "certain", "disorders", "particular", "disorder", "patients", "mental", "symptoms", "example", "problems" ], [ "patients", "causes", "cause", "infection", "result", "brain", "symptoms", "resulting", "usually", "lungs" ], [ "tumors", "tissues", "lesions", "tissue", "tumor", "cells", "skin", "brain", "bone", "inflammation" ], [ "heart", "patients", "brain", "causes", "cause", "cardiac", "pulmonary", "blood", "coronary", "infection" ], [ "heart", "risk", "result", "blood", "patients", "disease", "causes", "cause", "brain", "symptoms" ], [ "lesions", "skin", "infection", "symptoms", "tissue", "inflammation", "tumors", "disease", "causes", "usually" ], [ "treatment", "chronic", "disease", "infection", "cause", "causes", "symptoms", "patients", "treat", "pain" ], [ "causes", "diseases", "disease", "symptoms", "patients", "infection", "chronic", "treatment", "inflammation", "arthritis" ], [ "result", "causes", "brain", "cause", "skin", "usually", "patients", "types", "resulting", "certain" ], [ "patients", "cause", "pregnancy", "result", "causes", "risk", "brain", "usually", "infection", "resulting" ], [ "pain", "result", "brain", "causes", "muscle", "patients", "cause", "bone", "usually", "stress" ], [ "causes", "brain", "symptoms", "cause", "inflammation", "nerve", "disorders", "spinal", "disease", "lesions" ], [ "tumor", "tumors", "cancer", "cancers", "brain", "patients", "disease", "cells", "tissue", "infection" ], [ "treatment", "patients", "infection", "brain", "disease", "cells", "cancer", "tumors", "types", "tumor" ], [ "bladder", "infection", "tissue", "symptoms", "treatment", "causes", "patients", "cause", "inflammation", "brain" ], [ "symptoms", "liver", "causes", "inflammation", "infection", "stomach", "patients", "chronic", "bladder", "gastrointestinal" ], [ "usually", "skin", "certain", "symptoms", "causes", "treatment", "cause", "infection", "disease", "treat" ], [ "cause", "brain", "disease", "diseases", "blood", "infection", "patients", "cells", "causes", "symptoms" ], [ "acid", "vitamin", "deficiency", "levels", "calcium", "example", "supplements", "disease", "causes", "cause" ], [ "calcium", "causes", "levels", "blood", "cause", "metabolic", "symptoms", "abnormal", "patients", "increases" ], [ "brain", "causes", "cause", "disease", "disorders", "deficiency", "symptoms", "genetic", "cells", "disorder" ], [ "disease", "infection", "symptoms", "patients", "causes", "cause", "diseases", "chronic", "lung", "respiratory" ], [ "patients", "symptoms", "disease", "illness", "diseases", "causes", "infection", "infections", "cause", "virus" ], [ "animals", "common", "species", "example", "usually", "humans", "types", "disease", "typically", "commonly" ], [ "infected", "cause", "diseases", "symptoms", "disease", "patients", "virus", "infection", "causes", "humans" ], [ "disease", "cause", "virus", "infected", "cases", "infection", "result", "illness", "diseases", "affected" ] ]
35.848499
average_word_embeddings_glove.6B.300d
0.2925
0.027314
0.284167
0.236152
42
Wiki Medical
Top2Vec
50
[ [ "actually", "similar", "result", "fact", "example", "usually", "years", "taken", "given", "time" ], [ "virus", "diseases", "vaccine", "hiv", "flu", "cases", "vaccines", "infection", "patients", "disease" ], [ "causes", "hair", "skin", "result", "usually", "cause", "types", "typically", "certain", "particular" ], [ "heart", "causes", "cause", "cardiac", "brain", "abnormal", "patients", "result", "function", "resulting" ], [ "drugs", "medication", "hormone", "estrogen", "treatments", "therapy", "medications", "treatment", "patients", "use" ], [ "usually", "teeth", "causes", "resulting", "example", "cause", "types", "typically", "certain", "result" ], [ "example", "acid", "used", "use", "using", "compounds", "produce", "types", "typically", "products" ], [ "proteins", "enzyme", "cells", "function", "protein", "molecules", "types", "genes", "enzymes", "acid" ], [ "patients", "drugs", "treatment", "effects", "medications", "result", "medication", "certain", "use", "example" ], [ "patients", "certain", "causes", "effects", "symptoms", "severe", "cause", "result", "brain", "occur" ], [ "cause", "patients", "symptoms", "disorders", "result", "certain", "sleep", "stress", "effects", "problems" ], [ "symptoms", "causes", "abnormal", "cause", "patients", "disease", "disorders", "brain", "hormone", "infection" ], [ "cause", "brain", "result", "disorders", "symptoms", "patients", "disease", "causes", "disorder", "certain" ], [ "need", "certain", "particular", "example", "instance", "result", "specific", "different", "study", "problems" ], [ "causes", "cause", "risk", "resulting", "result", "usually", "patients", "severe", "levels", "caused" ], [ "example", "time", "fact", "addition", "known", "instance", "particular", "later", "given", "way" ], [ "disorder", "symptoms", "result", "example", "particular", "certain", "mental", "patients", "disorders", "problems" ], [ "patients", "causes", "cause", "infection", "result", "brain", "symptoms", "resulting", "usually", "lungs" ], [ "tumors", "tissues", "lesions", "tissue", "tumor", "cells", "skin", "brain", "bone", "inflammation" ], [ "heart", "patients", "brain", "causes", "cause", "cardiac", "pulmonary", "blood", "coronary", "infection" ], [ "heart", "risk", "result", "blood", "patients", "disease", "causes", "cause", "brain", "symptoms" ], [ "lesions", "skin", "infection", "symptoms", "tissue", "inflammation", "tumors", "disease", "causes", "usually" ], [ "treatment", "chronic", "disease", "infection", "cause", "causes", "symptoms", "patients", "treat", "pain" ], [ "causes", "diseases", "disease", "symptoms", "patients", "infection", "chronic", "treatment", "inflammation", "arthritis" ], [ "result", "causes", "brain", "cause", "skin", "usually", "patients", "types", "resulting", "certain" ], [ "patients", "cause", "pregnancy", "result", "causes", "risk", "brain", "usually", "infection", "resulting" ], [ "pain", "result", "brain", "causes", "muscle", "patients", "cause", "bone", "usually", "stress" ], [ "causes", "brain", "symptoms", "cause", "inflammation", "nerve", "disorders", "spinal", "disease", "lesions" ], [ "tumor", "tumors", "cancer", "cancers", "brain", "patients", "disease", "cells", "tissue", "infection" ], [ "treatment", "patients", "infection", "brain", "disease", "cells", "cancer", "tumors", "types", "tumor" ], [ "bladder", "infection", "tissue", "symptoms", "treatment", "causes", "patients", "cause", "inflammation", "brain" ], [ "symptoms", "liver", "causes", "inflammation", "infection", "stomach", "patients", "chronic", "bladder", "gastrointestinal" ], [ "usually", "skin", "certain", "symptoms", "causes", "treatment", "cause", "infection", "disease", "treat" ], [ "cause", "brain", "disease", "diseases", "blood", "infection", "patients", "cells", "causes", "symptoms" ], [ "acid", "vitamin", "deficiency", "levels", "calcium", "example", "supplements", "disease", "causes", "cause" ], [ "calcium", "causes", "levels", "blood", "cause", "metabolic", "symptoms", "abnormal", "patients", "increases" ], [ "brain", "causes", "cause", "disease", "disorders", "deficiency", "symptoms", "genetic", "cells", "disorder" ], [ "disease", "infection", "symptoms", "patients", "causes", "cause", "diseases", "chronic", "lung", "respiratory" ], [ "commonly", "example", "genera", "flowering", "genus", "species", "known", "common", "family", "endemic" ], [ "patients", "symptoms", "disease", "illness", "diseases", "causes", "infection", "infections", "cause", "virus" ], [ "usually", "humans", "disease", "infection", "animals", "typically", "cause", "types", "causes", "diseases" ], [ "infected", "cause", "diseases", "symptoms", "disease", "patients", "virus", "infection", "causes", "humans" ], [ "disease", "cause", "virus", "infected", "cases", "infection", "result", "illness", "diseases", "affected" ] ]
35.826936
average_word_embeddings_glove.6B.300d
0.295349
0.025983
0.277763
0.231011
42
Wiki Medical
GMM
10
[ [ "nevus", "keratoderma", "lichen", "cyst", "cutaneous", "palmoplantar", "corneal", "planus", "keratosis", "pemphigus" ], [ "magnesium", "estradiol", "chloride", "calcium", "zinc", "vitamin", "arsenic", "potassium", "sodium", "spironolactone" ], [ "song", "adoption", "gold", "evil", "ball", "homeless", "terrorism", "album", "displaystyle", "snow" ], [ "infected", "outbreak", "transmission", "fever", "virus", "vaccine", "vaccines", "influenza", "vaccination", "meningitis" ], [ "recessive", "mutation", "tumor", "tumors", "autosomal", "mutations", "chromosome", "marrow", "genes", "leukemia" ], [ "brand", "sold", "fda", "overdose", "approved", "library", "withdrawal", "opioid", "trial", "benzodiazepines" ], [ "artery", "aortic", "ventricular", "pulmonary", "coronary", "obstruction", "valve", "flow", "arteries", "stenosis" ], [ "language", "social", "cognitive", "abuse", "mental", "personality", "behavior", "dsm", "sleep", "anxiety" ], [ "dermatitis", "hair", "acne", "dental", "tooth", "topical", "nail", "psoriasis", "caries", "aphthous" ], [ "knee", "lateral", "foot", "fractures", "injuries", "hip", "fracture", "joint", "posterior", "tendon" ] ]
19.627221
average_word_embeddings_glove.6B.300d
1
0.044228
0.306872
0.465461
42
Wiki Medical
GMM
20
[ [ "aphthous", "lung", "autoimmune", "arthritis", "colitis", "eosinophilic", "sarcoidosis", "pneumonia", "endocarditis", "pancreatitis" ], [ "selenium", "cyanide", "zinc", "arsenic", "sodium", "caffeine", "bismuth", "ethanol", "mercury", "poisoning" ], [ "teeth", "fracture", "fractures", "motion", "hip", "shoulder", "knee", "lens", "joint", "cleft" ], [ "infected", "transmission", "virus", "outbreak", "host", "species", "eggs", "vaccine", "fever", "influenza" ], [ "deficiency", "calcium", "amino", "oxytocin", "potassium", "acids", "carnitine", "b12", "enzyme", "acidosis" ], [ "tb", "cannabis", "vaccine", "trial", "fda", "participants", "approval", "cocaine", "approved", "european" ], [ "oxygen", "cerebral", "seizure", "stroke", "glaucoma", "apnea", "optic", "cardiac", "migraine", "neuropathy" ], [ "diabetes", "miscarriage", "leukemia", "survival", "iron", "marrow", "chemotherapy", "radiation", "als", "insulin" ], [ "dermatitis", "caries", "hair", "tooth", "acne", "scalp", "topical", "alopecia", "cheilitis", "leukoplakia" ], [ "palmoplantar", "keratoderma", "cutaneous", "nevus", "keratosis", "dermatitis", "list", "lichen", "cutis", "xanthoma" ], [ "displaystyle", "ball", "poverty", "unemployment", "violence", "gold", "homeless", "terrorism", "donation", "law" ], [ "ventricular", "stenosis", "aortic", "artery", "aorta", "valve", "obstruction", "ventricle", "mitral", "hernia" ], [ "film", "piano", "disambiguation", "conjoined", "album", "headed", "song", "born", "twins", "heads" ], [ "cyst", "carcinoma", "tumor", "malignant", "tumors", "benign", "endometrial", "lymphoma", "cysts", "corneal" ], [ "overdose", "withdrawal", "benzodiazepines", "brand", "opioid", "generic", "amphetamine", "estradiol", "doses", "receptors" ], [ "genus", "epiphora", "refer", "municipality", "syria", "river", "village", "species", "1868", "kilometres" ], [ "autosomal", "recessive", "chromosome", "dominant", "mutation", "deletion", "chromosomes", "mutations", "inheritance", "inherited" ], [ "corticosteroid", "hydrocortisone", "synthetic", "methylprednisolone", "ester", "succinate", "glucocorticoid", "esters", "hydrogen", "salt" ], [ "ulnar", "medial", "fracture", "posterior", "vertebrae", "lateral", "anterior", "flexor", "muscles", "wrist" ], [ "abuse", "dsm", "social", "personality", "language", "autism", "behavior", "self", "anxiety", "mental" ] ]
16.632484
average_word_embeddings_glove.6B.300d
0.98
0.024755
0.284907
0.468785
42
Wiki Medical
GMM
30
[ [ "keratosis", "nevus", "keratoderma", "palmoplantar", "cutaneous", "dermatitis", "cyst", "lichen", "dermatosis", "erythema" ], [ "taste", "arsenic", "metal", "bismuth", "sodium", "zinc", "selenium", "ethanol", "niacin", "oxide" ], [ "cleft", "lens", "color", "teeth", "bruxism", "tooth", "eyes", "ear", "vision", "lenses" ], [ "lung", "autoimmune", "colitis", "eosinophilic", "rheumatoid", "vasculitis", "sialadenitis", "pneumonia", "arthritis", "rhinitis" ], [ "hepatitis", "meningitis", "infected", "pneumonia", "antibiotics", "viral", "bacterial", "influenza", "bacteria", "infectious" ], [ "overdose", "estradiol", "benzodiazepine", "receptors", "opioid", "withdrawal", "benzodiazepines", "doses", "amphetamine", "brand" ], [ "cricketer", "wheal", "novelist", "british", "devon", "writer", "wheals", "coil", "mines", "wheel" ], [ "survival", "cirrhosis", "lymphoma", "antibodies", "transplantation", "chemotherapy", "marrow", "leukemia", "myeloma", "autoimmune" ], [ "homeless", "gold", "unemployment", "poverty", "abuse", "violence", "ball", "terrorism", "adoption", "donation" ], [ "acidosis", "potassium", "parathyroid", "hypoglycemia", "cortisol", "calcium", "b12", "choline", "glucose", "hyperparathyroidism" ], [ "dermatitis", "hair", "acne", "topical", "aphthous", "caries", "ulceration", "stomatitis", "cheilitis", "scalp" ], [ "motor", "seizure", "glaucoma", "optic", "neuropathy", "migraine", "als", "seizures", "dystonia", "palsy" ], [ "apnea", "osa", "oxygen", "asthma", "arrest", "altitude", "breathing", "iron", "gas", "stroke" ], [ "approved", "trial", "vaccines", "tb", "approval", "fda", "vaccine", "participants", "european", "placebo" ], [ "medial", "vertebrae", "posterior", "lateral", "anterior", "dentin", "flexor", "phalanges", "femur", "muscles" ], [ "lichen", "corneal", "planus", "cutaneous", "nevus", "keratoderma", "lp", "palmoplantar", "papules", "nevi" ], [ "uterine", "uterus", "placenta", "fetus", "miscarriage", "fetal", "preterm", "sperm", "pregnancies", "orgasm" ], [ "self", "dsm", "personality", "autism", "mental", "behavior", "language", "social", "anxiety", "bipolar" ], [ "eggs", "infected", "smallpox", "cholera", "tick", "outbreak", "malaria", "species", "botulism", "host" ], [ "cocaine", "cannabis", "fentanyl", "codeine", "oxycodone", "pseudoephedrine", "cbd", "opium", "naloxone", "ephedrine" ], [ "artery", "aortic", "ventricular", "atrial", "ventricle", "stenosis", "valve", "mitral", "aorta", "tachycardia" ], [ "fractures", "injuries", "fracture", "hip", "knee", "shoulder", "tendon", "joint", "spinal", "elbow" ], [ "recessive", "chromosome", "autosomal", "mutation", "deletion", "mutations", "dominant", "inheritance", "copy", "inherited" ], [ "oxytocin", "pylori", "fibrinogen", "antithrombin", "coli", "il", "introns", "amino", "coa", "proteins" ], [ "pleural", "fistula", "hernia", "anal", "obstruction", "prolapse", "bladder", "pelvic", "duct", "rectal" ], [ "vancomycin", "gram", "penicillin", "bacterial", "resistant", "linezolid", "antibiotic", "resistance", "synthesis", "docetaxel" ], [ "film", "song", "heads", "disambiguation", "twins", "born", "piano", "headed", "conjoined", "album" ], [ "solitary", "fungoides", "leprosy", "poikiloderma", "list", "see", "lesion", "characterized", "pyoderma", "cutaneous" ], [ "autosomal", "hypoplasia", "macrocephaly", "dominant", "recessive", "syndromes", "dysplasia", "polyposis", "larsen", "anomalies" ], [ "malignant", "benign", "cyst", "tumors", "endometrial", "tumor", "carcinoma", "cysts", "squamous", "adenocarcinoma" ] ]
17.278312
average_word_embeddings_glove.6B.300d
0.95
0.031331
0.311641
0.492224
42
Wiki Medical
GMM
40
[ [ "dermatosis", "lichen", "keratosis", "keratoderma", "cutaneous", "nevus", "palmoplantar", "dermatitis", "granuloma", "cutis" ], [ "cyanide", "ethanol", "arsenic", "zinc", "bismuth", "mercury", "selenium", "poisoning", "metal", "carbon" ], [ "snow", "eruptions", "foot", "toe", "thumb", "digits", "toes", "polydactyly", "finger", "teeth" ], [ "lung", "pneumonia", "eosinophilic", "colitis", "sialadenitis", "rhinitis", "pemphigus", "cavities", "nodules", "thyroiditis" ], [ "meningitis", "bacteria", "bacterial", "viral", "streptococcus", "hepatitis", "antibiotic", "antibiotics", "pneumonia", "infectious" ], [ "lithium", "trazodone", "progesterone", "serotonin", "estradiol", "amphetamine", "drospirenone", "valerate", "receptors", "norethisterone" ], [ "cricketer", "wheal", "novelist", "british", "devon", "writer", "wheals", "coil", "mines", "wheel" ], [ "diabetes", "iron", "insulin", "glucose", "thyroid", "vitamin", "diet", "hypoglycemia", "iodine", "dl" ], [ "gold", "unemployment", "homeless", "violence", "abuse", "poverty", "ball", "adoption", "terrorism", "donation" ], [ "mutations", "recessive", "chromosome", "autosomal", "mutation", "fibrinogen", "mitochondrial", "inheritance", "inherited", "genes" ], [ "dermatitis", "acne", "psoriasis", "aphthous", "topical", "stomatitis", "caries", "ulceration", "allergic", "urticaria" ], [ "glaucoma", "noise", "color", "vocal", "bruxism", "ear", "lens", "visual", "vision", "hearing" ], [ "osa", "asthma", "apnea", "migraine", "fibromyalgia", "airway", "altitude", "headaches", "headache", "breathing" ], [ "ephedrine", "μg", "doxylamine", "levonorgestrel", "quinine", "codeine", "hydrocodone", "opium", "ethinylestradiol", "morphine" ], [ "medial", "lateral", "femur", "biceps", "anterior", "vertebrae", "posterior", "fossa", "vertebral", "muscles" ], [ "lichen", "planus", "nigricans", "keratoderma", "palmoplantar", "lp", "corneal", "acanthosis", "opacity", "xanthoma" ], [ "miscarriage", "fetus", "placenta", "preterm", "fetal", "sperm", "uterus", "baby", "gestational", "pregnancies" ], [ "dsm", "autism", "personality", "social", "anxiety", "mental", "behavior", "language", "self", "bipolar" ], [ "larvae", "host", "species", "botulism", "hosts", "tick", "eggs", "worms", "fish", "parasite" ], [ "cocaine", "cannabis", "des", "tb", "fda", "oxycodone", "gulf", "approval", "pseudoephedrine", "naloxone" ], [ "tachycardia", "cardiac", "artery", "ventricle", "stroke", "ventricular", "aortic", "coronary", "arteries", "pulmonary" ], [ "injuries", "fractures", "fracture", "knee", "spinal", "hip", "shoulder", "joint", "tendon", "cord" ], [ "waardenburg", "features", "bones", "autosomal", "deletion", "mutation", "turner", "chromosome", "dominant", "dysplasia" ], [ "antithrombin", "oxytocin", "penicillin", "coli", "pylori", "il", "proteins", "introns", "thrombin", "platelets" ], [ "rectal", "anal", "prolapse", "duct", "pelvic", "obstruction", "fistula", "bladder", "hernia", "hernias" ], [ "leukemia", "marrow", "myeloma", "crohns", "antibodies", "platelet", "anemia", "autoimmune", "lupus", "amyloidosis" ], [ "song", "born", "film", "piano", "album", "headed", "conjoined", "disambiguation", "twins", "heads" ], [ "characterized", "poikiloderma", "lesion", "list", "leprosy", "fungoides", "cutaneous", "see", "annulare", "erythematosus" ], [ "recessive", "macrocephaly", "autosomal", "hypoplasia", "dysplasia", "larsen", "diaphragmatic", "syndromes", "cerebellar", "gardner" ], [ "teratoma", "carcinoma", "odontogenic", "cysts", "tumors", "teratomas", "cyst", "benign", "adenoma", "tumor" ], [ "lymphoma", "tumor", "chemotherapy", "tumors", "survival", "carcinoma", "cancers", "malignant", "lymph", "radiation" ], [ "trial", "participants", "bicalutamide", "fda", "flutamide", "approved", "insulin", "placebo", "trastuzumab", "approval" ], [ "ak", "hair", "leukoplakia", "alopecia", "anagen", "lesion", "hypertrichosis", "dentin", "areata", "pulp" ], [ "moth", "epiphora", "genus", "species", "fungus", "refer", "family", "1868", "flowering", "crust" ], [ "acidosis", "hyperparathyroidism", "choline", "calcium", "potassium", "cholestasis", "parathyroid", "aldosterone", "pth", "cortisol" ], [ "withdrawal", "benzodiazepines", "overdose", "dependence", "benzodiazepine", "morphine", "opioid", "paracetamol", "caffeine", "nicotine" ], [ "cholera", "outbreak", "influenza", "smallpox", "vaccines", "vaccine", "vaccination", "anthrax", "virus", "tb" ], [ "lesion", "peeling", "nevi", "nevus", "cutaneous", "folliculitis", "list", "pustular", "follicles", "papules" ], [ "venous", "mitral", "aortic", "carotid", "artery", "stenosis", "tricuspid", "valve", "regurgitation", "aorta" ], [ "als", "tremor", "dystonia", "seizures", "epilepsy", "seizure", "motor", "myoclonus", "neuropathy", "neurons" ] ]
18.975842
average_word_embeddings_glove.6B.300d
0.93
0.015242
0.320134
0.498336
42
Wiki Medical
GMM
50
[ [ "lymphoma", "cutaneous", "mediastinal", "lupus", "monocytic", "erythematosus", "leukemia", "rheumatoid", "lymphadenopathy", "pemphigus" ], [ "penicillin", "antibiotic", "lactam", "lactamase", "ampicillin", "resistant", "linezolid", "bacterial", "vancomycin", "gram" ], [ "tropical", "oxygen", "altitude", "gas", "burns", "diving", "drowning", "carbon", "air", "decompression" ], [ "eosinophilic", "sialadenitis", "pneumonia", "nodules", "colitis", "rhinitis", "lung", "vasculitis", "cavities", "uveitis" ], [ "viral", "infectious", "pneumonia", "hepatitis", "antibiotics", "herpes", "bacterial", "infected", "meningitis", "bacteria" ], [ "serotonin", "lithium", "estradiol", "norethisterone", "amphetamine", "trazodone", "progesterone", "valerate", "drospirenone", "doxepin" ], [ "cricketer", "wheal", "novelist", "british", "devon", "writer", "wheals", "coil", "mines", "wheel" ], [ "insulin", "glucose", "thyroid", "diabetes", "testosterone", "hypoglycemia", "iron", "hormone", "hypothyroidism", "iodine" ], [ "abuse", "unemployment", "child", "terrorism", "poverty", "donation", "violence", "homeless", "language", "adoption" ], [ "autosomal", "recessive", "mutation", "mutations", "mitochondrial", "chromosome", "dominant", "inherited", "inheritance", "ataxia" ], [ "dermatitis", "psoriasis", "acne", "aphthous", "stomatitis", "topical", "ulceration", "allergic", "eczema", "cheilitis" ], [ "seizure", "visual", "tremor", "epilepsy", "seizures", "aphasia", "bruxism", "speech", "auditory", "memory" ], [ "migraine", "asthma", "gastroparesis", "gerd", "constipation", "nausea", "dysmenorrhea", "apnea", "lidocaine", "stomach" ], [ "brand", "morphine", "levonorgestrel", "quinine", "opium", "codeine", "μg", "ethinylestradiol", "ephedrine", "guaifenesin" ], [ "cyst", "diverticulum", "duct", "fistula", "cysts", "uterus", "dermoid", "odontogenic", "urethra", "urethral" ], [ "glossitis", "dystrophy", "lichen", "corneal", "planus", "lp", "discoid", "lupus", "acanthosis", "nigricans" ], [ "preterm", "fetus", "fetal", "miscarriage", "placenta", "gestational", "uterine", "pregnancies", "uterus", "baby" ], [ "anxiety", "social", "personality", "bipolar", "autism", "depressive", "mental", "mood", "dsm", "schizophrenia" ], [ "eggs", "tick", "larvae", "botulism", "species", "host", "worms", "hosts", "parasite", "fish" ], [ "thc", "des", "pseudoephedrine", "fda", "cbd", "approval", "cannabis", "tb", "mifepristone", "trial" ], [ "stroke", "ventricular", "ventricle", "tachycardia", "myocardial", "artery", "cardiac", "coronary", "aortic", "pulmonary" ], [ "knee", "shoulder", "hip", "injuries", "fractures", "cuff", "foot", "fracture", "joint", "tendon" ], [ "waardenburg", "dominant", "dysplasia", "trisomy", "chromosome", "autosomal", "features", "turner", "deletion", "mutation" ], [ "coli", "antithrombin", "thrombin", "introns", "il", "pylori", "oxytocin", "platelets", "genome", "proteins" ], [ "bile", "pancreatitis", "cholestasis", "parathyroid", "pituitary", "cirrhosis", "bilirubin", "hyperparathyroidism", "bph", "kidney" ], [ "als", "gluten", "thiamine", "asbestos", "sle", "mesothelioma", "alzheimers", "cf", "periodontitis", "amd" ], [ "heads", "headed", "conjoined", "album", "film", "disambiguation", "twins", "born", "song", "soma" ], [ "annulare", "erythematosus", "lesion", "characterized", "list", "prurigo", "cutaneous", "poikiloderma", "leprosy", "see" ], [ "autosomal", "macrocephaly", "recessive", "hypoplasia", "larsen", "syndromes", "diaphragmatic", "anomalies", "gardner", "dysplasia" ], [ "tumors", "benign", "teratomas", "carcinoma", "tumor", "teratoma", "malignant", "squamous", "neurofibromas", "papillary" ], [ "chemotherapy", "carcinoma", "cancers", "tumor", "tumors", "lymphoma", "survival", "malignant", "lymph", "endometrial" ], [ "insulin", "participants", "approval", "fda", "trastuzumab", "trial", "approved", "granted", "her2", "metastatic" ], [ "color", "ak", "hemangiomas", "lentigo", "cutaneous", "lesion", "leukoplakia", "sun", "nevus", "keratosis" ], [ "moth", "epiphora", "genus", "species", "fungus", "refer", "family", "1868", "flowering", "crust" ], [ "acidosis", "vitamin", "choline", "carnitine", "cortisol", "b12", "magnesium", "potassium", "coa", "folate" ], [ "opioid", "withdrawal", "benzodiazepine", "morphine", "overdose", "benzodiazepines", "dependence", "cocaine", "caffeine", "paracetamol" ], [ "smallpox", "vaccines", "cholera", "vaccine", "outbreak", "influenza", "anthrax", "vaccination", "virus", "tb" ], [ "cutaneous", "erythema", "papules", "peeling", "list", "lesion", "sarcoidosis", "nevus", "papular", "characterized" ], [ "aortic", "stenosis", "valve", "mitral", "carotid", "artery", "regurgitation", "aorta", "venous", "tricuspid" ], [ "endometriosis", "neuropathy", "arthritis", "sarcoidosis", "optic", "headaches", "spinal", "palsy", "uveitis", "catatonia" ], [ "fracture", "vertebrae", "flexor", "fractures", "medial", "lateral", "radial", "femur", "forearm", "phalanges" ], [ "cyanide", "arsenic", "sodium", "bismuth", "selenium", "ethanol", "zinc", "metal", "taste", "oxide" ], [ "anal", "obstruction", "pleural", "prolapse", "hernia", "pelvic", "rectal", "bladder", "incontinence", "sphincter" ], [ "hair", "hypertrichosis", "areata", "alopecia", "anagen", "hairs", "telogen", "loose", "follicles", "scalp" ], [ "cleft", "teeth", "tooth", "lens", "ear", "caries", "dentin", "pulp", "enamel", "dental" ], [ "keratosis", "dermatitis", "palmoplantar", "nevus", "keratoderma", "cutaneous", "lichen", "dermatosis", "granuloma", "cutis" ], [ "bat", "evil", "cricket", "shot", "gold", "displaystyle", "vehicles", "color", "ball", "prime" ], [ "fibrinogen", "platelet", "hemoglobin", "aml", "anemia", "leukemia", "myeloma", "count", "marrow", "iron" ], [ "oculomotor", "paralysis", "cord", "dorsal", "spinal", "herniation", "nerve", "contralateral", "spinocerebellar", "cavernous" ], [ "vegetans", "oxidized", "pyoderma", "oximetry", "oxime", "refer", "like", "oxidoreductase", "blastomycosis", "oxidizing" ] ]
20.711956
average_word_embeddings_glove.6B.300d
0.904
0.033286
0.313497
0.492057
42
Wiki Medical
KeyNMF
10
[ [ "disease", "severe", "diseases", "symptoms", "treatment", "infection", "infections", "cause", "cases", "causes" ], [ "medication", "use", "drug", "effects", "used", "drugs", "treat", "therapy", "effective", "treatment" ], [ "especially", "use", "example", "likely", "need", "certain", "result", "specific", "particular", "similar" ], [ "tissue", "cancer", "types", "cells", "cell", "tumor", "causes", "tumors", "type", "tissues" ], [ "occur", "usually", "typically", "skin", "common", "occurs", "condition", "normal", "form", "cases" ], [ "pain", "cause", "severe", "symptoms", "causes", "caused", "result", "resulting", "usually", "brain" ], [ "syndrome", "disorders", "genetic", "symptoms", "disease", "disorder", "diagnosis", "cause", "diseases", "brain" ], [ "treatment", "diagnosis", "patient", "symptoms", "patients", "disease", "risk", "therapy", "treatments", "cases" ], [ "risk", "levels", "increase", "increases", "increased", "effects", "result", "cause", "patients", "decrease" ], [ "cause", "cells", "diabetes", "blood", "cardiac", "abnormal", "hypertension", "heart", "disease", "liver" ] ]
29.596117
average_word_embeddings_glove.6B.300d
0.71
0.04406
0.295204
0.260562
42
Wiki Medical
KeyNMF
20
[ [ "diagnosis", "chronic", "severe", "symptoms", "respiratory", "acute", "inflammation", "treatment", "diseases", "disorders" ], [ "effects", "treatment", "medications", "therapy", "medication", "treat", "effect", "effective", "drugs", "drug" ], [ "example", "similar", "especially", "likely", "particular", "specific", "problems", "need", "certain", "study" ], [ "cells", "function", "mutations", "genetic", "protein", "genes", "type", "proteins", "mutation", "gene" ], [ "common", "similar", "type", "affected", "cases", "humans", "types", "commonly", "form", "generally" ], [ "symptoms", "cause", "causes", "certain", "stimulation", "affect", "factors", "causing", "treatment", "excessive" ], [ "treatment", "syndrome", "cases", "symptoms", "diagnosed", "condition", "diagnosis", "therapy", "patient", "disorder" ], [ "types", "cancer", "treatments", "tumors", "cell", "cancers", "cells", "tissue", "tumor", "type" ], [ "patients", "patient", "treatment", "study", "treatments", "risk", "therapy", "doctors", "clinical", "specific" ], [ "blood", "liver", "heart", "cardiac", "cells", "hypertension", "abnormal", "resulting", "tissue", "diabetes" ], [ "levels", "increase", "increases", "increased", "risk", "reduce", "treatment", "decrease", "effects", "reduced" ], [ "treatment", "infected", "bacteria", "humans", "infections", "infection", "cases", "bacterial", "diseases", "treat" ], [ "conditions", "lesions", "characterized", "tissue", "condition", "cutaneous", "skin", "lesion", "external", "commonly" ], [ "affected", "cases", "caused", "symptoms", "severe", "problems", "occur", "risk", "treatment", "likely" ], [ "resulting", "prevent", "example", "function", "cause", "brain", "result", "certain", "risk", "increases" ], [ "mental", "brain", "disorders", "symptoms", "specific", "disorder", "problems", "stress", "physical", "effects" ], [ "risk", "diseases", "certain", "disease", "diabetes", "developed", "liver", "autoimmune", "researchers", "treat" ], [ "using", "given", "use", "treatment", "used", "taken", "drug", "medical", "developed", "available" ], [ "muscle", "pain", "surgery", "treatment", "physical", "tissue", "bone", "patient", "condition", "muscles" ], [ "occur", "typically", "usually", "normal", "resulting", "symptoms", "occurs", "types", "generally", "cause" ] ]
31.109581
average_word_embeddings_glove.6B.300d
0.625
0.040633
0.286846
0.261965
42
Wiki Medical
KeyNMF
30
[ [ "causes", "increases", "factors", "symptoms", "treatment", "causing", "cause", "blindness", "node", "toxins" ], [ "effects", "drugs", "medications", "treat", "medication", "treatment", "drug", "therapy", "effect", "effective" ], [ "particular", "effects", "example", "physical", "specific", "study", "factors", "different", "significant", "furthermore" ], [ "genetic", "genes", "mutation", "cells", "mutations", "function", "protein", "gene", "proteins", "type" ], [ "affected", "cause", "cases", "common", "likely", "genetic", "possible", "infected", "treatment", "humans" ], [ "common", "normal", "occur", "symptoms", "occurs", "typically", "abnormal", "resulting", "tissue", "generally" ], [ "stress", "mental", "diseases", "symptoms", "genetic", "disorder", "physical", "problems", "disorders", "syndrome" ], [ "diagnosis", "complications", "treatment", "symptoms", "therapy", "treating", "clinical", "treatments", "patient", "diagnosed" ], [ "necessary", "suffering", "doctors", "procedure", "needed", "significantly", "treatment", "patients", "patient", "compared" ], [ "blood", "hypertension", "heart", "cardiac", "resulting", "liver", "abnormal", "cells", "diabetes", "pulmonary" ], [ "effects", "decrease", "reduced", "effect", "increased", "levels", "increases", "normal", "reduce", "increase" ], [ "virus", "humans", "treat", "bacterial", "diseases", "infections", "infection", "bacteria", "infected", "antibiotics" ], [ "conditions", "lesions", "tissue", "lesion", "commonly", "skin", "cutaneous", "common", "treatment", "treatments" ], [ "caused", "affected", "damage", "causing", "resulting", "prevent", "possible", "exposure", "likely", "injuries" ], [ "resulting", "cause", "treatment", "increases", "infection", "vision", "result", "transverse", "example", "breathing" ], [ "effects", "resulting", "problems", "brain", "function", "heart", "symptoms", "neurological", "cerebral", "spinal" ], [ "diseases", "disease", "treat", "diabetes", "liver", "autoimmune", "affects", "hepatitis", "develop", "arthritis" ], [ "clinical", "developed", "use", "medical", "medication", "medicine", "drug", "approved", "study", "treatment" ], [ "surgery", "patient", "bone", "physical", "pain", "tissue", "muscle", "muscles", "treatment", "injury" ], [ "usually", "generally", "treatment", "required", "normal", "require", "typically", "cause", "longer", "resulting" ], [ "chronic", "factors", "particular", "treatments", "treatment", "certain", "example", "stress", "instance", "use" ], [ "treat", "problems", "treatment", "symptoms", "severe", "illness", "effects", "stress", "respiratory", "especially" ], [ "risk", "problems", "treatment", "factors", "likely", "cancer", "prevent", "cause", "pregnancy", "study" ], [ "types", "furthermore", "typically", "diseases", "type", "treatments", "different", "example", "common", "multiple" ], [ "cells", "cancer", "tissue", "tumor", "tumors", "cell", "cancers", "liver", "tissues", "breast" ], [ "prevent", "common", "acid", "use", "using", "products", "commonly", "used", "form", "effects" ], [ "inflammation", "chronic", "acute", "kidney", "respiratory", "medications", "diseases", "pain", "liver", "immune" ], [ "generally", "different", "possible", "similar", "study", "addition", "given", "effect", "use", "shown" ], [ "given", "possible", "especially", "example", "likely", "time", "need", "problems", "fact", "particular" ], [ "congenital", "external", "cutaneous", "syndrome", "conditions", "characterized", "normal", "condition", "rare", "associated" ] ]
32.913996
average_word_embeddings_glove.6B.300d
0.576667
0.036797
0.261343
0.243347
42
Wiki Medical
KeyNMF
40
[ [ "treatments", "cancer", "medications", "treating", "medication", "treat", "treatment", "pain", "effects", "medicines" ], [ "drug", "drugs", "medications", "effects", "medication", "effect", "effective", "use", "treatment", "doses" ], [ "illness", "humans", "animals", "example", "fact", "instance", "produce", "particular", "especially", "actually" ], [ "cell", "cells", "immune", "function", "protein", "proteins", "type", "tissues", "acid", "liver" ], [ "likely", "cases", "common", "cause", "treatment", "humans", "possible", "infected", "affected", "diagnosis" ], [ "effects", "function", "abnormal", "infection", "normal", "resulting", "damage", "required", "possible", "increases" ], [ "disorder", "physical", "factors", "stress", "mental", "disorders", "behavior", "anxiety", "illness", "neurological" ], [ "abnormal", "bone", "tissues", "inflammation", "tissue", "surgery", "tumor", "tumors", "lesions", "infection" ], [ "patients", "compared", "treatment", "ingestion", "suffering", "half", "significantly", "sharp", "directly", "polyp" ], [ "cardiac", "liver", "blood", "hypertension", "heart", "diabetes", "pulmonary", "cause", "abnormal", "complications" ], [ "reduce", "levels", "increase", "increased", "increases", "decrease", "reduced", "normal", "hormone", "increasing" ], [ "bacteria", "bacterial", "infection", "infections", "infected", "humans", "virus", "antibiotics", "hiv", "respiratory" ], [ "cutaneous", "lesion", "treatments", "conditions", "treatment", "lesions", "common", "commonly", "skin", "characterized" ], [ "blindness", "causes", "treatment", "causing", "especially", "increases", "cause", "node", "intake", "lipids" ], [ "transverse", "increases", "cause", "vision", "separate", "treatment", "result", "criminal", "boy", "rules" ], [ "function", "spinal", "brain", "damage", "neurological", "cerebral", "occur", "effects", "visual", "nerve" ], [ "develop", "disease", "cure", "liver", "affects", "autoimmune", "developed", "hepatitis", "onset", "influenza" ], [ "treatment", "approved", "medicine", "medical", "medication", "developed", "clinical", "study", "use", "drug" ], [ "treatment", "estrogen", "hormone", "treatments", "therapy", "treating", "chemotherapy", "clinical", "effective", "testosterone" ], [ "normal", "treatment", "cause", "usually", "eye", "means", "seen", "surface", "longer", "sleep" ], [ "certain", "particular", "treatments", "factors", "treatment", "instance", "use", "stress", "chronic", "need" ], [ "treatment", "especially", "condition", "severe", "illness", "effects", "respiratory", "stress", "prevent", "suffering" ], [ "treatment", "factors", "risk", "likely", "prevent", "pregnancy", "cause", "study", "use", "significant" ], [ "form", "generally", "occur", "abnormal", "commonly", "occurs", "forms", "common", "normal", "humans" ], [ "cancers", "cancer", "tumor", "tumors", "treatment", "diagnosis", "breast", "cell", "liver", "chemotherapy" ], [ "using", "used", "use", "common", "prevent", "form", "commonly", "products", "acid", "produce" ], [ "diagnosis", "treatment", "diagnosed", "symptoms", "symptom", "signs", "suffer", "vomiting", "dehydration", "mri" ], [ "diagnosis", "inflammation", "medications", "respiratory", "treatment", "acute", "kidney", "chronic", "diagnosed", "syndrome" ], [ "treatments", "different", "multiple", "genetic", "furthermore", "type", "types", "common", "forms", "occurring" ], [ "syndrome", "characterized", "cutaneous", "conditions", "diagnosis", "condition", "external", "form", "normal", "associated" ], [ "require", "normally", "required", "generally", "type", "typically", "longer", "bone", "normal", "treatment" ], [ "surgery", "patient", "infection", "diagnosis", "treatment", "required", "treatments", "procedure", "doctors", "diagnosed" ], [ "study", "different", "addition", "possible", "likely", "particular", "generally", "similar", "shown", "common" ], [ "problems", "heart", "effects", "physical", "stress", "treatment", "likely", "need", "normal", "particular" ], [ "especially", "need", "given", "likely", "time", "use", "possible", "fact", "study", "people" ], [ "specific", "study", "particular", "physical", "effects", "factors", "significant", "genetic", "different", "furthermore" ], [ "syndrome", "disorder", "gene", "mutations", "mutation", "diagnosis", "genetic", "abnormalities", "abnormal", "genes" ], [ "causing", "exposure", "prevent", "caused", "damage", "affected", "possible", "injuries", "especially", "likely" ], [ "diabetes", "illness", "immune", "disorders", "treatments", "genetic", "diseases", "cancer", "arthritis", "illnesses" ], [ "injury", "pain", "stress", "physical", "treatment", "nerve", "bone", "muscles", "surgery", "muscle" ] ]
33.56053
average_word_embeddings_glove.6B.300d
0.5325
0.02377
0.255555
0.237513
42
Wiki Medical
KeyNMF
50
[ [ "likely", "cases", "affected", "cause", "possible", "infected", "people", "taken", "virus", "health" ], [ "given", "doses", "medications", "drug", "medication", "drugs", "use", "effective", "effect", "dose" ], [ "affect", "particular", "use", "treatments", "factors", "need", "stress", "certain", "instance", "chronic" ], [ "immune", "genes", "cell", "tissues", "cells", "function", "abnormal", "tumor", "proteins", "protein" ], [ "humans", "animals", "common", "commonly", "form", "generally", "especially", "affected", "include", "forms" ], [ "tissue", "lesions", "bone", "fluid", "tumor", "occurs", "abnormal", "inflammation", "tissues", "tumors" ], [ "lesions", "kidney", "diagnosis", "complications", "diagnosed", "syndrome", "acute", "neurological", "incidence", "surgery" ], [ "require", "required", "surgery", "patient", "procedure", "doctors", "normal", "treatments", "condition", "illness" ], [ "hormone", "reduce", "increase", "increased", "increases", "levels", "increasing", "decrease", "reduced", "normal" ], [ "blood", "liver", "cause", "anemia", "diabetes", "levels", "hypertension", "medication", "bleeding", "kidney" ], [ "causes", "cause", "distension", "increases", "hypercalcemia", "blindness", "gastritis", "especially", "hypoxia", "causing" ], [ "illness", "antibiotics", "bacteria", "virus", "antibiotic", "respiratory", "infected", "bacterial", "humans", "infections" ], [ "cutaneous", "conditions", "treatments", "commonly", "lesion", "skin", "lesions", "characterized", "exposure", "body" ], [ "bone", "physical", "nerve", "damage", "injuries", "spinal", "injury", "muscle", "surgery", "muscles" ], [ "increases", "result", "vision", "transverse", "cells", "cause", "diagnosis", "rules", "sale", "boy" ], [ "function", "neurological", "cerebral", "brain", "spinal", "nerve", "damage", "humans", "visual", "decrease" ], [ "disease", "liver", "autoimmune", "affects", "developed", "hepatitis", "develop", "onset", "sclerosis", "dementia" ], [ "treatment", "treated", "infective", "surgical", "respiration", "options", "trichomoniasis", "prosthetic", "adhesion", "inability" ], [ "surgery", "pain", "stress", "cause", "inflammation", "abdominal", "acute", "stomach", "complications", "gastrointestinal" ], [ "usually", "eye", "cause", "actually", "surfaces", "seen", "color", "normal", "occasionally", "male" ], [ "cancer", "inflammation", "hiv", "aids", "prevent", "virus", "complications", "infection", "immune", "viral" ], [ "prevent", "respiratory", "illness", "especially", "severe", "stress", "skin", "suffering", "condition", "illnesses" ], [ "likely", "prevent", "factors", "risk", "cause", "require", "need", "pregnancy", "use", "cancer" ], [ "pediatric", "compared", "directly", "metastases", "ingestion", "sharp", "significantly", "patients", "improved", "effectiveness" ], [ "chemotherapy", "breast", "cancers", "lung", "tumors", "tumor", "treatments", "cancer", "liver", "malignant" ], [ "prevent", "using", "use", "used", "required", "addition", "produce", "products", "require", "given" ], [ "cause", "thyroid", "medications", "symptoms", "symptom", "levels", "signs", "abnormal", "suffer", "cells" ], [ "acute", "chronic", "inflammation", "respiratory", "medications", "treating", "liver", "infections", "kidney", "immune" ], [ "genetic", "treatments", "types", "furthermore", "different", "multiple", "genes", "systems", "involve", "occurring" ], [ "external", "syndrome", "cutaneous", "condition", "conditions", "characterized", "rare", "associated", "links", "list" ], [ "normal", "generally", "typically", "required", "require", "longer", "normally", "likely", "exposure", "procedure" ], [ "drug", "use", "approved", "medical", "medication", "medicine", "used", "clinical", "combination", "include" ], [ "required", "increases", "function", "normal", "abnormal", "damage", "resulting", "causing", "significant", "possible" ], [ "illness", "likely", "problem", "normal", "problems", "cause", "particular", "stress", "need", "physical" ], [ "humans", "example", "particular", "actually", "instance", "produce", "addition", "animals", "illness", "amounts" ], [ "physical", "particular", "specific", "different", "factors", "genetic", "function", "furthermore", "significant", "related" ], [ "disorder", "abnormalities", "genetic", "mutation", "gene", "syndrome", "mutations", "abnormal", "genes", "function" ], [ "affected", "caused", "damage", "causing", "prevent", "exposure", "possible", "likely", "injuries", "pressure" ], [ "pregnancy", "occurring", "occur", "occurs", "abnormal", "normal", "bleeding", "commonly", "lesions", "forms" ], [ "diabetes", "treatments", "illness", "diseases", "genetic", "disorders", "cancer", "arthritis", "immune", "illnesses" ], [ "enzyme", "function", "protein", "deficiency", "acid", "levels", "proteins", "metabolic", "metabolism", "acids" ], [ "furthermore", "cause", "addition", "likely", "different", "possible", "particular", "generally", "effect", "similar" ], [ "use", "treatments", "medications", "cancer", "medication", "treat", "medicines", "treating", "heart", "infections" ], [ "effect", "effects", "shown", "adverse", "cause", "significant", "nausea", "receptor", "activity", "toxicity" ], [ "therapy", "treatments", "hormone", "treating", "clinical", "chemotherapy", "use", "estrogen", "testosterone", "levels" ], [ "need", "likely", "fact", "especially", "people", "possible", "time", "given", "way", "actually" ], [ "coronary", "cardiac", "heart", "pulmonary", "hypertension", "abnormal", "lungs", "complications", "abnormalities", "normal" ], [ "mental", "disorders", "physical", "disorder", "factors", "stress", "behavior", "anxiety", "illness", "neurological" ], [ "study", "clinical", "given", "significant", "use", "health", "addition", "effective", "studies", "shown" ], [ "form", "normal", "forms", "cell", "type", "commonly", "different", "function", "occurs", "surface" ] ]
38.124059
average_word_embeddings_glove.6B.300d
0.532
0.029144
0.248989
0.241947
42
Wiki Medical
FASTopic
10
[ [ "pharmacology", "brand", "metabolites", "marketed", "sold", "generic", "estradiol", "approval", "tablets", "overdose" ], [ "cavernous", "uterine", "uterus", "fistula", "tricuspid", "cyst", "hernia", "teratoma", "tubal", "fistulas" ], [ "pulmonary", "lung", "tumors", "ventricular", "artery", "tumor", "biopsy", "ct", "chest", "vessels" ], [ "penicillin", "tick", "anthrax", "plague", "endemic", "hosts", "worms", "larvae", "parasite", "gram" ], [ "nail", "cutaneous", "papules", "leukoplakia", "lichen", "keratoderma", "alopecia", "nevus", "keratosis", "pemphigus" ], [ "was", "research", "had", "use", "sleep", "were", "health", "world", "social", "depression" ], [ "knee", "auditory", "speech", "motion", "palsy", "shoulder", "sound", "object", "objects", "language" ], [ "confusional", "tremens", "catatonia", "migraine", "gastroparesis", "halitosis", "aphthous", "burning", "hyperhidrosis", "parasomnias" ], [ "karyotype", "encephalitis", "syndactyly", "waardenburg", "parvovirus", "dwarfism", "microphthalmia", "arthrogryposis", "hypertelorism", "lissencephaly" ], [ "amino", "hemoglobin", "mitochondrial", "kinase", "fibrinogen", "acids", "phosphate", "hypoglycemia", "carnitine", "defective" ] ]
668.8798
average_word_embeddings_glove.6B.300d
1
-0.093346
0.275296
0.418547
42
Wiki Medical
FASTopic
20
[ [ "coronary", "tachycardia", "arteries", "artery", "valve", "arterial", "infarction", "cardiac", "ventricular", "aortic" ], [ "hip", "fracture", "tendon", "knee", "shoulder", "fractures", "medial", "thumb", "spine", "ligament" ], [ "midodrine", "amiloride", "ketorolac", "prostacyclin", "iop", "sjs", "acetonide", "amlodipine", "latanoprost", "oxymetazoline" ], [ "cleidocranial", "feil", "auricle", "fontanelles", "hyperostosis", "apert", "endocardial", "telecanthus", "klippel", "vacterl" ], [ "virus", "infected", "vaccine", "bacteria", "antibiotic", "allergic", "transmission", "bacterial", "species", "vaccines" ], [ "alcohol", "health", "was", "research", "had", "who", "use", "were", "day", "states" ], [ "hypothyroidism", "intake", "pituitary", "caffeine", "thyroid", "dietary", "menstrual", "supplementation", "adrenal", "hormones" ], [ "ocular", "lens", "glaucoma", "cornea", "optic", "retina", "corneal", "retinal", "vision", "uveitis" ], [ "anomalies", "autosomal", "births", "chromosomes", "chromosome", "dystrophy", "deletion", "inheritance", "recessive", "dominant" ], [ "surgery", "nerve", "ultrasound", "ear", "surgical", "lesions", "muscles", "neck", "repair", "examination" ], [ "spirochetes", "immitis", "bartonella", "henselae", "babesiosis", "rickettsial", "pneumoconiosis", "silicosis", "phylum", "burrow" ], [ "malonyl", "methylmalonyl", "carboxylase", "mannose", "hepcidin", "pyrazinamide", "mercaptopurine", "deferoxamine", "ganciclovir", "lactamase" ], [ "overdose", "antagonist", "estradiol", "morphine", "pharmacology", "generic", "opioid", "agonist", "amphetamine", "benzodiazepine" ], [ "appendicitis", "fistula", "vagina", "hernia", "cyst", "uterus", "duct", "volvulus", "fistulas", "tubal" ], [ "participants", "union", "applicant", "granted", "approval", "castor", "ores", "dtap", "distillation", "anhydrous" ], [ "piano", "song", "album", "soma", "terrorist", "wages", "offence", "employee", "universe", "physics" ], [ "autism", "dsm", "emotional", "speech", "personality", "language", "behavioral", "behavior", "schizophrenia", "psychiatric" ], [ "nevus", "carcinoma", "keratoderma", "metastasize", "leukoplakia", "pemphigus", "igg4", "nevi", "teratomas", "panniculitis" ], [ "scalp", "nail", "psoriasis", "dermatitis", "alopecia", "hair", "acne", "erythema", "tinea", "cheilitis" ], [ "leukemia", "amino", "platelet", "anemia", "marrow", "transplantation", "hemoglobin", "transplant", "enzyme", "cirrhosis" ] ]
667.524058
average_word_embeddings_glove.6B.300d
1
-0.035483
0.35093
0.46354
42
Wiki Medical
FASTopic
30
[ [ "neurostimulation", "korsakoff", "hypoesthesia", "pseudogout", "mononeuritis", "undertreated", "bedridden", "overexertion", "phonophobia", "bandages" ], [ "dietary", "intake", "iron", "placenta", "pituitary", "zinc", "insulin", "glucose", "vitamin", "fatty" ], [ "antibodies", "infected", "infection", "immune", "cells", "disease", "host", "virus", "cell", "spread" ], [ "hyperparathyroidism", "antiphospholipid", "thyroiditis", "aip", "nephritic", "bacteriuria", "prolactinoma", "antithyroid", "nephrocalcinosis", "hypercalcaemia" ], [ "encephalitis", "outbreak", "vaccine", "anthrax", "vaccination", "vaccines", "influenza", "tick", "malaria", "polio" ], [ "displaystyle", "twins", "gold", "war", "ball", "husband", "earthquakes", "earthquake", "terrorism", "gulf" ], [ "oxybutynin", "anticholinergics", "fasciculation", "latanoprost", "dantrolene", "oxymetazoline", "nosebleed", "trinitrate", "tolterodine", "ethosuximide" ], [ "fetishism", "syllables", "homosexuality", "consenting", "audiogram", "lgbt", "aphasias", "sadism", "paraphilia", "velopharyngeal" ], [ "castor", "cellulose", "anhydrous", "thiosulfate", "halides", "magnesia", "oxides", "coatings", "ores", "octahedral" ], [ "language", "mood", "schizophrenia", "bipolar", "speech", "adhd", "personality", "dsm", "seizure", "dementia" ], [ "astigmatism", "glaucoma", "lens", "anagen", "amblyopia", "keratoconus", "foreskin", "telogen", "esotropia", "lasik" ], [ "approval", "granted", "participants", "her2", "union", "clinicaltrials", "alfa", "applicant", "granting", "chmp" ], [ "dea", "phentermine", "flurazepam", "varenicline", "nonbenzodiazepines", "tranquilizer", "nonbenzodiazepine", "guanfacine", "loratadine", "fenfluramine" ], [ "undercooked", "ascariasis", "larva", "cysticercosis", "bug", "flea", "flukes", "infested", "echinococcosis", "migrans" ], [ "adventures", "uvula", "sitcom", "monsters", "guinness", "drummer", "brave", "cricketer", "cradle", "carpet" ], [ "9q34", "costello", "gangliosidosis", "hermaphrodites", "autosome", "waardenburg", "camptodactyly", "dysmorphisms", "pagon", "genet" ], [ "sexual", "abuse", "depression", "child", "social", "self", "their", "women", "eating", "state" ], [ "hemolysis", "rbc", "gastrin", "transfused", "g6pd", "rbcs", "cystine", "methylmalonic", "hemolytic", "abo" ], [ "anencephaly", "undescended", "periventricular", "subthalamic", "stillborn", "breech", "msa", "agenesis", "lissencephaly", "hypospadias" ], [ "penicillin", "fungal", "gram", "streptococcus", "aureus", "antibiotic", "herpes", "staphylococcus", "stomatitis", "genital" ], [ "chylothorax", "vsd", "tricuspid", "previa", "fistula", "svt", "uterus", "uterine", "diastole", "systole" ], [ "carcinoma", "nodes", "melanoma", "nevus", "teratomas", "hemangiomas", "nevi", "cyst", "leukoplakia", "scc" ], [ "bones", "posterior", "ear", "lateral", "facial", "corneal", "teeth", "tooth", "dental", "eyes" ], [ "knee", "tendon", "wrist", "hip", "shoulder", "fracture", "elbow", "ulnar", "rotator", "flexor" ], [ "brand", "estradiol", "doses", "marketed", "mg", "opioid", "overdose", "generic", "placebo", "progesterone" ], [ "cardiac", "artery", "flow", "ventricular", "arteries", "aortic", "coronary", "pressure", "arterial", "stroke" ], [ "woolly", "regret", "prejudice", "emotive", "nosological", "stigmatization", "inhibitions", "disappointment", "lesbian", "perpetrated" ], [ "corticosteroids", "ulcers", "esophagus", "colon", "dermatitis", "abscess", "ulcer", "colitis", "duct", "mucosa" ], [ "chromosome", "mutation", "mutations", "gene", "inherited", "recessive", "lymphoma", "autosomal", "stem", "leukemia" ], [ "bisoprolol", "eplerenone", "polyketide", "lactone", "lovastatin", "keto", "tranylcypromine", "docetaxel", "carbidopa", "pharmacogenetics" ] ]
1,560.416813
average_word_embeddings_glove.6B.300d
1
-0.083457
0.322824
0.462177
42
Wiki Medical
FASTopic
40
[ [ "dermatitis", "topical", "nail", "hair", "alopecia", "scalp", "acne", "itching", "cream", "rhinitis" ], [ "carriers", "mitochondrial", "copies", "tay", "antithrombin", "mutant", "mutation", "missense", "intron", "introns" ], [ "chemotherapy", "lupus", "leukemia", "tb", "colitis", "lymphoma", "cancers", "malignant", "carcinoma", "hepatitis" ], [ "toothbrush", "bodied", "labyrinthine", "lucidum", "statutes", "fillings", "exoskeleton", "investments", "lawful", "economist" ], [ "onset", "diagnosed", "individuals", "criteria", "prevalence", "symptoms", "therapy", "diagnosis", "patients", "disease" ], [ "neuropsychology", "parasitosis", "conceptualization", "freudian", "amnestic", "auras", "neuroses", "melancholy", "subjectivity", "bleuler" ], [ "flumazenil", "doxepin", "levetiracetam", "mirtazapine", "dextromethorphan", "trazodone", "tramadol", "quinidine", "selegiline", "carbidopa" ], [ "ectrodactyly", "brachydactyly", "hypertelorism", "holoprosencephaly", "clinodactyly", "polydactyly", "syndactyly", "brachycephaly", "supraorbital", "webbing" ], [ "heterotopia", "neurofibromas", "carney", "embryonal", "plexiform", "histiocytosis", "neurofibroma", "pleomorphism", "nucleoli", "vimentin" ], [ "outbreak", "vaccines", "transmission", "influenza", "vaccine", "vaccination", "infected", "malaria", "meningitis", "virus" ], [ "corneal", "retinal", "optic", "vision", "retina", "lens", "glaucoma", "cornea", "ocular", "blindness" ], [ "twins", "her", "gender", "violence", "law", "war", "abuse", "legal", "she", "terrorism" ], [ "duct", "pulpal", "nasolacrimal", "odontogenic", "cyst", "gingiva", "leukoplakia", "columnar", "antrum", "periapical" ], [ "carbon", "gas", "poisoning", "heat", "arsenic", "taste", "zinc", "burns", "metal", "temperature" ], [ "teeth", "foot", "tooth", "lateral", "muscles", "ear", "neck", "nerve", "dental", "soft" ], [ "aortic", "ventricular", "artery", "cardiac", "coronary", "pulmonary", "flow", "valve", "chest", "arteries" ], [ "consenting", "universe", "norse", "fetish", "calendars", "hermaphrodites", "dentine", "sculpture", "deity", "worship" ], [ "cystine", "goitre", "malonyl", "lactulose", "osteoclast", "aminolevulinic", "methylmalonyl", "pct", "cutanea", "hartnup" ], [ "dipyridamole", "somatostatin", "prostacyclin", "thromboxane", "doxazosin", "eplerenone", "octreotide", "midodrine", "lisinopril", "cardioselective" ], [ "speech", "developmental", "autism", "language", "intellectual", "epilepsy", "autosomal", "ataxia", "learning", "chromosome" ], [ "gm1", "ciliopathies", "probands", "ciliopathy", "nephronophthisis", "gangliosidosis", "spongiform", "pagon", "waardenburg", "mentor" ], [ "sigmoidoscopy", "polyp", "cervicitis", "polyps", "appendectomy", "leiomyomas", "colonoscopies", "fibrocystic", "fistula", "mastectomy" ], [ "insurers", "mefloquine", "petition", "ceo", "revenues", "cannabidiol", "alcon", "fees", "assets", "legalized" ], [ "mood", "dsm", "schizophrenia", "psychiatric", "anxiety", "personality", "sleep", "adhd", "bipolar", "emotional" ], [ "granted", "clinicaltrials", "participants", "approval", "received", "ema", "2021", "union", "trial", "trastuzumab" ], [ "doxylamine", "halides", "pseudoephedrine", "guaifenesin", "fexofenadine", "thiosulfate", "vecuronium", "brimonidine", "distillation", "cetirizine" ], [ "fractures", "femur", "ulnar", "rotator", "knee", "bursitis", "flexor", "fracture", "hip", "tendon" ], [ "palsy", "hypokinesia", "neuropathy", "spondylolisthesis", "sciatica", "hemiplegia", "choreoathetosis", "myotonia", "supranuclear", "subthalamic" ], [ "fetus", "uterine", "uterus", "fetal", "miscarriage", "placenta", "gestational", "vaginal", "babies", "baby" ], [ "bioidentical", "ezetimibe", "enanthate", "micronized", "metab", "ethinyl", "syntex", "dienogest", "c17β", "antiestrogenic" ], [ "müllerian", "incontinence", "hypospadias", "bladder", "urethra", "hymen", "imperforate", "epididymis", "epididymitis", "dysgenesis" ], [ "oxacillin", "lactamase", "colistin", "rifamycin", "omeprazole", "streptomyces", "mic", "penicillin", "caspofungin", "polyketide" ], [ "footballer", "comics", "soma", "neurasthenia", "albums", "manager", "homer", "piano", "sultan", "ottoman" ], [ "insulin", "vitamin", "fatty", "thyroid", "dietary", "glucose", "pituitary", "intake", "deficiency", "iron" ], [ "countries", "human", "world", "were", "child", "health", "had", "000", "their", "was" ], [ "neurostimulation", "sympathectomy", "undertreated", "gliosis", "thermoregulation", "myositis", "eegs", "automatisms", "opisthotonus", "vasovagal" ], [ "teratomas", "thoracentesis", "hemothorax", "carcinomatosis", "thoracoscopic", "brachiocephalic", "omentum", "thoracotomy", "pleurae", "portosystemic" ], [ "doses", "estradiol", "dose", "overdose", "administration", "drug", "mg", "adverse", "brand", "approved" ], [ "proctitis", "gingivostomatitis", "fungemia", "aphthous", "laryngitis", "rhinovirus", "staph", "vulvovaginitis", "parainfluenza", "bacillary" ], [ "hemolytic", "transfusion", "platelet", "macroglobulinemia", "wilms", "waldenström", "rbcs", "nephritic", "myeloproliferative", "plasmacytoma" ] ]
903.291907
average_word_embeddings_glove.6B.300d
1
-0.071001
0.324279
0.480163
42
Wiki Medical
FASTopic
50
[ [ "skull", "muscles", "posterior", "anterior", "surgery", "spinal", "surgical", "injuries", "injury", "nerve" ], [ "placebo", "estrogen", "testosterone", "progesterone", "marketed", "acetate", "participants", "estradiol", "prostate", "pharmacokinetics" ], [ "hypertension", "blockers", "oxygen", "kidney", "insulin", "calcium", "glucose", "potassium", "acidosis", "iron" ], [ "goldenhar", "fontanelle", "fontanelles", "cleidocranial", "ectrodactyly", "radiolucency", "brachycephaly", "anisocoria", "dinosaur", "branchial" ], [ "tabes", "inversus", "metaphyses", "situs", "ophthalmoplegia", "aqueduct", "babinski", "abducens", "hyperostosis", "parry" ], [ "poisoning", "arsenic", "compounds", "chloride", "carbon", "ethanol", "bismuth", "metal", "solution", "gasoline" ], [ "erythema", "skin", "topical", "arthritis", "ulcers", "psoriasis", "dermatitis", "mucosa", "ulceration", "hair" ], [ "dione", "ene", "steroidogenesis", "micromolar", "pregnane", "ugt2b7", "cyp2a6", "androstane", "microcrystalline", "cyp3a5" ], [ "ja", "doi", "1001", "biol", "pmid", "pubmed", "singh", "robertson", "whichever", "1177" ], [ "ibd", "overdiagnosis", "cervicitis", "douching", "spirometry", "fungemia", "hrct", "colitis", "proctitis", "prostatitis" ], [ "psychologic", "aphthous", "mononeuritis", "hypohidrosis", "sham", "rheumatological", "polychondritis", "phonophobia", "spondyloarthropathy", "postinfectious" ], [ "aip", "choriocarcinoma", "globin", "hellp", "mds", "trophoblastic", "nephritic", "antiphospholipid", "embryonal", "cytometry" ], [ "thyroid", "puberty", "uterine", "maternal", "placenta", "baby", "pituitary", "fetus", "fetal", "uterus" ], [ "tooth", "teeth", "glaucoma", "dental", "enamel", "lens", "pulp", "lenses", "caries", "maxillary" ], [ "experience", "symptoms", "disorders", "diagnostic", "factors", "criteria", "prevalence", "diagnosed", "onset", "stress" ], [ "tinea", "rosacea", "cheilitis", "irritants", "glossitis", "irritant", "diaper", "seborrhoeic", "intertrigo", "ringworm" ], [ "acip", "vaccinate", "madagascar", "typhi", "typhus", "lassa", "drc", "cowpox", "dtap", "leone" ], [ "scalded", "perstans", "capsulatum", "papule", "macule", "sialadenitis", "adenopathy", "periungual", "pustule", "fluctuant" ], [ "lisinopril", "lactulose", "ppis", "nadolol", "prokinetic", "sucralfate", "thiazides", "aminophylline", "ipratropium", "hemofiltration" ], [ "flea", "bugs", "bitten", "leeches", "bug", "snails", "ixodes", "hepatica", "fleas", "hookworms" ], [ "lait", "ciliopathies", "nephronophthisis", "gm1", "gangliosidosis", "alport", "probands", "camptodactyly", "nord", "callosal" ], [ "atria", "bpm", "vt", "laryngoscopy", "flutter", "svt", "vsd", "sinoatrial", "glottis", "apneas" ], [ "effects", "dose", "mg", "drug", "doses", "drugs", "administration", "acid", "adverse", "receptor" ], [ "panniculitis", "teratomas", "scc", "cyst", "leukoplakia", "nevus", "castleman", "mesangial", "atypia", "mohs" ], [ "polyketide", "sjs", "ganciclovir", "thymidine", "irinotecan", "deacetylase", "pdb", "oligosaccharide", "epitope", "covalently" ], [ "carcinomatosis", "portosystemic", "duct", "biliary", "ercp", "cholangiopancreatography", "centrilobular", "transjugular", "mrcp", "choledochal" ], [ "earthquakes", "motion", "rotator", "volcanic", "winds", "ball", "finger", "phalanx", "cricket", "thumb" ], [ "adoptive", "tourism", "tradition", "philosophy", "islam", "song", "evil", "husband", "piano", "religion" ], [ "antibiotic", "penicillin", "meningitis", "gram", "bacterial", "pneumonia", "streptococcus", "coli", "organisms", "bacteria" ], [ "terrorist", "company", "sniffing", "signing", "legalized", "insurers", "procurement", "privately", "assets", "corporate" ], [ "bladder", "aortic", "valve", "stenosis", "obstruction", "artery", "ventricular", "arteries", "venous", "ventricle" ], [ "dependence", "opioid", "benzodiazepines", "amphetamine", "benzodiazepine", "withdrawal", "dopamine", "serotonin", "caffeine", "overdose" ], [ "his", "he", "child", "their", "human", "world", "were", "her", "century", "them" ], [ "sensory", "paralysis", "optic", "tremor", "dystonia", "muscular", "fibers", "nerves", "neuropathy", "dysphonia" ], [ "banks", "pellet", "unmet", "biosimilars", "capecitabine", "223", "shanghai", "norethindrone", "totaling", "gelatin" ], [ "loratadine", "fexofenadine", "cetirizine", "physostigmine", "brimonidine", "timolol", "latanoprost", "bupivacaine", "azelastine", "maleate" ], [ "hip", "coccyx", "sciatica", "sacroiliac", "vertebra", "bursitis", "patella", "syringomyelia", "spondylolisthesis", "sacrum" ], [ "tumors", "mutations", "tumor", "lymphoma", "mutation", "gene", "marrow", "cancers", "chemotherapy", "malignant" ], [ "gilead", "chmp", "union", "integrase", "granting", "granted", "rifapentine", "amgen", "approval", "comparator" ], [ "dietary", "fatty", "vitamin", "b12", "acids", "foods", "carnitine", "lactose", "niacin", "coa" ], [ "fetishism", "guitarist", "curse", "dick", "consenting", "climax", "eve", "sneeze", "shake", "illusions" ], [ "friendship", "constructing", "psychometric", "constructive", "prejudice", "legitimacy", "worthlessness", "dread", "interviewing", "minded" ], [ "depressive", "personality", "emotional", "dsm", "mood", "fear", "behavior", "psychiatric", "behaviors", "anxiety" ], [ "infected", "vaccine", "virus", "vaccines", "fever", "transmission", "outbreak", "influenza", "malaria", "vaccination" ], [ "foreskin", "bandages", "anagen", "keloids", "telogen", "nail", "totalis", "ingrown", "trichoscopy", "magnets" ], [ "chromosome", "introns", "defective", "copy", "intron", "exons", "leigh", "xxy", "trinucleotide", "preimplantation" ], [ "decidua", "tetany", "steroidogenic", "hypopyon", "hysterosalpingography", "corpora", "autocrine", "synechiae", "innervating", "hypervolemia" ], [ "retinal", "cornea", "corneal", "color", "retina", "blindness", "melanin", "vitreous", "albinism", "moles" ], [ "seizure", "language", "autism", "learning", "epilepsy", "speech", "skills", "seizures", "developmental", "auditory" ], [ "glia", "kaufman", "subtyping", "ormond", "hopeful", "expansive", "ford", "humpath", "hyperintensities", "intersecting" ] ]
3,009.856081
average_word_embeddings_glove.6B.300d
1
-0.073337
0.293165
0.482314
42
Wiki Medical
10
[ [ "diurnal", "disorientation", "defecate", "arousal", "dimorphic", "larvae", "vocalizations", "gametes", "haemorrhages", "irritability" ], [ "childbearing", "pregnant", "pregnancies", "menopause", "ovaries", "pregnancy", "births", "uterus", "estrogen", "unmarried" ], [ "married", "footballer", "born", "poet", "pianist", "1911", "1904", "1876", "historian", "1891" ], [ "surgery", "reconstructive", "outpatient", "surgical", "orthopaedic", "oncology", "dermatology", "cardiology", "surgeries", "surgeons" ], [ "coronary", "aorta", "liver", "kidney", "pulmonary", "arteries", "artery", "ruptured", "clot", "clots" ], [ "ventricular", "diastolic", "ventricles", "depolarization", "ventricle", "efflux", "catheterization", "cardiac", "ischemia", "coronary" ], [ "disorders", "disorder", "creutzfeldt", "autosomal", "congenital", "deficiency", "syndrome", "diabetes", "recessive", "autism" ], [ "estrogen", "anterior", "progestin", "androstenedione", "androgen", "luteinizing", "hormone", "benzodiazepine", "testosterone", "naproxen" ], [ "itraconazole", "amphotericin", "herpetic", "antineoplastic", "antiparasitic", "emesis", "phencyclidine", "antifungal", "antiandrogen", "intrathecal" ], [ "genome", "rna", "eukaryotic", "cells", "genomes", "embryonic", "replication", "epithelial", "phylogenetic", "ribosomal" ] ]
13.036173
average_word_embeddings_glove.6B.300d
0.98
-0.083707
0.407761
0.427732
42
Wiki Medical
20
[ [ "infrastructure", "million", "sanitation", "billion", "pollution", "electricity", "2020", "sector", "shortages", "air" ], [ "digital", "stereo", "portable", "versions", "audio", "combinations", "buttons", "software", "analog", "programming" ], [ "statin", "drug", "herpes", "statins", "tamoxifen", "male", "hiv", "receptors", "antidepressant", "female" ], [ "marrow", "transplant", "kidney", "sickle", "transplantation", "geneticist", "cures", "commercialize", "lifesaving", "rheumatism" ], [ "cruciate", "mcl", "dissociation", "concussion", "ligament", "catalyzes", "tendinitis", "cyclization", "exam", "otitis" ], [ "mobilizing", "constricts", "heighten", "oozing", "ldl", "deeper", "infiltration", "damp", "dampen", "prioritize" ], [ "hair", "gray", "clothes", "titanium", "white", "beard", "dark", "thinning", "cream", "pale" ], [ "folic", "milligrams", "vitamin", "cholesterol", "hdl", "calories", "ldl", "osteoporosis", "dietary", "folate" ], [ "sequencing", "brain", "surgery", "pills", "protein", "gene", "genome", "tooth", "genes", "cancer" ], [ "degenerative", "parkinson", "sclerosis", "tropical", "arthritis", "alzheimer", "disease", "rheumatoid", "constellation", "neurodegenerative" ], [ "pharmaceutical", "biotechnology", "pharmaceuticals", "products", "manufacturer", "patents", "corporation", "subsidiary", "billion", "manufacturers" ], [ "refractive", "lens", "lasik", "cornea", "retinal", "corneal", "retina", "binocular", "lenses", "eye" ], [ "interpersonal", "semantic", "grammatical", "behaviors", "philosophical", "cognitive", "contexts", "mathematical", "concepts", "communicative" ], [ "gravidarum", "mendelian", "asystole", "narcolepsy", "epidermolysis", "depolarized", "remissions", "amnesic", "heterozygotes", "postherpetic" ], [ "cd4", "lymphocytes", "polymerase", "cd8", "receptor", "proteins", "endothelial", "transcriptional", "cytokine", "apoptosis" ], [ "venous", "atrial", "coronary", "aortic", "valve", "stenosis", "pulmonary", "ventricular", "ventricle", "fibrillation" ], [ "hallucinations", "emitted", "balloons", "visual", "pigment", "droplets", "lights", "epithelium", "blindness", "auditory" ], [ "foreign", "blamed", "undue", "nystagmus", "hypotension", "downward", "deoxygenated", "visibility", "violations", "disruptions" ], [ "species", "reduction", "reductions", "areas", "habitat", "populations", "habitats", "agricultural", "taxonomic", "adverse" ], [ "parasympathetic", "auditory", "neurons", "cortex", "sensory", "autonomic", "olfactory", "ganglia", "hypothalamus", "neurotransmitter" ] ]
13.363109
average_word_embeddings_glove.6B.300d
0.985
-0.114745
0.301759
0.351498
42
Wiki Medical
30
[ [ "anxiolytic", "antidepressant", "anticholinergic", "reuptake", "antipsychotic", "opioid", "benzodiazepine", "benzodiazepines", "tricyclic", "anticonvulsant" ], [ "songs", "middle", "form", "upper", "usually", "rock", "band", "known", "common", "forms" ], [ "kin", "receptor", "genes", "receptors", "lymphocytes", "mice", "erections", "herpesvirus", "urinating", "erectile" ], [ "lobes", "posterior", "molars", "mandibular", "maxilla", "maxillary", "nasal", "premolars", "dorsal", "parietal" ], [ "tablets", "pills", "intravenous", "medication", "herbal", "syllable", "doctor", "prescribed", "milligrams", "noun" ], [ "urine", "minutes", "samples", "swab", "swabs", "detector", "syringe", "passengers", "tape", "sample" ], [ "animated", "album", "reviews", "albums", "eps", "clip", "adaptations", "cd", "recordings", "episodes" ], [ "input", "symmetric", "notation", "speakers", "equations", "literacy", "hz", "inputs", "analog", "variable" ], [ "smell", "sore", "ldl", "glioma", "odor", "agnosia", "irritated", "fatigue", "annoyance", "particulate" ], [ "starring", "actress", "songwriter", "singer", "guitarist", "album", "debut", "actor", "song", "film" ], [ "condition", "nevus", "papules", "favourable", "conditions", "cutaneous", "erythema", "conditional", "satisfactory", "favorable" ], [ "enlargement", "prevailing", "eruption", "pathologic", "trisomy", "peace", "odds", "asymptomatic", "boil", "solubility" ], [ "acute", "hospice", "intraocular", "inpatient", "orthopaedics", "pediatric", "otitis", "disposable", "neonatal", "anesthesia" ], [ "equations", "catalyses", "phylogeny", "taxonomic", "pancreatitis", "cation", "appendix", "partial", "clade", "genera" ], [ "ethically", "grandparents", "developmentally", "corneas", "educated", "unborn", "morally", "deaf", "son", "children" ], [ "astigmatism", "lenses", "cornea", "eye", "retinal", "retina", "lens", "corneal", "binocular", "blindness" ], [ "geological", "forensic", "physics", "evolutionary", "molecular", "classification", "institute", "hypothesis", "psychologist", "experimental" ], [ "sigmoidoscopy", "ulcerated", "silicosis", "inhalation", "immunization", "duchenne", "epidural", "pa", "poured", "serology" ], [ "kinase", "carbohydrate", "metabolic", "metabolism", "bariatric", "oxidoreductase", "vascular", "tyrosine", "enzymes", "hydrolase" ], [ "nystagmus", "lubrication", "phenylalanine", "hypotension", "hygiene", "glucose", "ketosis", "respiration", "cortisol", "condensation" ], [ "microglia", "homocysteine", "heals", "inactivates", "romans", "strenuous", "cyclin", "carotene", "intramuscular", "folic" ], [ "equations", "constants", "amplitudes", "pronunciation", "gravitational", "particle", "photons", "particles", "ionization", "approximation" ], [ "cd8", "cd4", "lymphocyte", "lymphocytes", "cell", "cells", "platelet", "myeloid", "lymphoblastic", "th2" ], [ "punishable", "cents", "grams", "cleansers", "acetaminophen", "factorial", "seats", "wards", "fraud", "acyl" ], [ "livers", "refrigerated", "cows", "cloned", "herds", "globules", "sausage", "beef", "calves", "frozen" ], [ "vacuum", "chemical", "triggered", "nuclear", "embryo", "combustion", "process", "peaceful", "biological", "laboratory" ], [ "ventricular", "atrial", "fibrillation", "valve", "stenosis", "aortic", "artery", "coronary", "ventricle", "venous" ], [ "germinate", "sleep", "convalescent", "ivf", "meiosis", "rhinitis", "sleeps", "recess", "confinement", "luteal" ], [ "ankle", "hamstring", "fibula", "wrist", "groin", "thigh", "knee", "elbow", "tendon", "ligament" ], [ "schizoid", "bulimia", "delusional", "depressive", "compulsive", "obsessive", "disorder", "bipolar", "binge", "narcissistic" ] ]
13.41684
average_word_embeddings_glove.6B.300d
0.986667
-0.139963
0.296489
0.350725
42
Wiki Medical
40
[ [ "serology", "lv", "multifocal", "handwashing", "cigarette", "ulcerated", "id", "immunization", "leukoencephalopathy", "adduct" ], [ "antibiotic", "bacterial", "streptococcus", "vancomycin", "aureus", "staph", "staphylococcus", "pneumoniae", "methicillin", "mrsa" ], [ "urinary", "male", "genital", "sex", "sexual", "sexually", "males", "anal", "homosexual", "intercourse" ], [ "inflicted", "casualties", "bleeding", "clots", "killed", "suffered", "bloody", "wounds", "wounded", "blood" ], [ "tobacco", "inflation", "rising", "growth", "prices", "offset", "profits", "consumer", "profit", "global" ], [ "distributes", "generic", "brand", "medicines", "portable", "cream", "customized", "marketed", "refrigerated", "manufactures" ], [ "caesarean", "preterm", "pregnancy", "fetus", "childbirth", "cesarean", "uterine", "embryo", "gestation", "postpartum" ], [ "paranoid", "delusional", "disorder", "compulsive", "obsessive", "narcissistic", "delusions", "bipolar", "paranoia", "antisocial" ], [ "auditory", "neuron", "neuronal", "neurons", "epithelium", "channels", "cilia", "xenon", "hypertension", "sodium" ], [ "fibrillation", "atrial", "aortic", "coronary", "tachycardia", "arrhythmias", "mitral", "ventricular", "valve", "atrioventricular" ], [ "eruption", "arthroscopic", "enlargement", "deviations", "precipitation", "canis", "climatic", "undergone", "pathologic", "pubertal" ], [ "administrative", "preventive", "autonomous", "civilian", "civilians", "security", "enforce", "governments", "impose", "emergency" ], [ "mal", "progestin", "hrt", "spongiform", "tubal", "exon", "accommodative", "encephalopathy", "geological", "precautionary" ], [ "refer", "uridine", "romanized", "surname", "spelled", "denoted", "phrase", "noun", "word", "refers" ], [ "chromosome", "nucleotide", "recessive", "autosomal", "mutations", "gene", "allele", "mutation", "epigenetic", "rna" ], [ "eyelashes", "baldness", "wavy", "alopecia", "tail", "telomeres", "hair", "androgenic", "osteoporosis", "strand" ], [ "inhibitors", "kinase", "enzyme", "receptors", "receptor", "inhibitor", "polymerase", "subunit", "proteins", "antigen" ], [ "whale", "ecological", "transgenic", "biologist", "microbiological", "environmentally", "veterinary", "angiogenesis", "cloning", "ethically" ], [ "retina", "cornea", "eye", "lens", "lenses", "corneal", "retinal", "astigmatism", "binocular", "glaucoma" ], [ "irritable", "asperger", "syndrome", "guillain", "digeorge", "antiphospholipid", "angelman", "sars", "marfan", "reye" ], [ "rabies", "smallpox", "virus", "influenza", "flu", "swine", "polio", "vaccine", "pandemic", "encephalitis" ], [ "tracheotomy", "vowel", "technician", "electroencephalogram", "hospital", "cdna", "operator", "bedside", "hematocrit", "ear" ], [ "pituitary", "parathyroid", "cortisol", "hormone", "hormones", "gland", "prolactin", "adrenal", "luteinizing", "acth" ], [ "endurance", "rectangular", "nile", "quantum", "pectoral", "electron", "linear", "motile", "bipedal", "horizontal" ], [ "translucent", "yellowish", "greenish", "greyish", "reddish", "brownish", "silvery", "pinkish", "pale", "colored" ], [ "esophageal", "stomach", "bloating", "bowel", "gastric", "intestine", "constipation", "intestinal", "duodenum", "esophagus" ], [ "innocent", "brother", "condemned", "killed", "son", "accused", "convicted", "imprisoned", "sons", "criminals" ], [ "tooth", "maxillary", "teeth", "mandibular", "molars", "premolars", "premolar", "incisor", "molar", "incisors" ], [ "linking", "references", "external", "links", "link", "deleted", "connections", "laden", "html", "websites" ], [ "corps", "conditioning", "water", "engineers", "engineering", "constitution", "management", "air", "foundation", "sanitation" ], [ "deficiency", "vitamin", "folic", "supplementation", "folate", "manganese", "iron", "anemia", "b12", "zinc" ], [ "common", "form", "forms", "river", "album", "songs", "usually", "band", "rock", "song" ], [ "philosopher", "1848", "1844", "1849", "1859", "1856", "1845", "1855", "treatise", "1834" ], [ "trisomy", "inspiratory", "urine", "doping", "condensation", "deoxygenated", "droplets", "involuntary", "wada", "blood" ], [ "pylori", "aldehyde", "venous", "meridian", "epigastric", "dvt", "thromboembolism", "thrombosis", "inguinal", "sinuses" ], [ "province", "municipality", "village", "situated", "northeastern", "southeastern", "northeast", "town", "located", "km" ], [ "gravitational", "gentle", "dimensional", "electromagnetic", "waist", "hdl", "humidity", "stereotype", "constants", "equations" ], [ "chloride", "nitrate", "ammonium", "radioactive", "hydrogen", "inorganic", "sulfide", "cyanide", "chemical", "hydroxide" ], [ "cutaneous", "equilibrium", "tensor", "condition", "nevus", "benign", "dermatosis", "conditions", "intersex", "reactants" ], [ "mining", "magnetic", "mounted", "alloys", "engines", "showers", "storms", "naval", "aircraft", "commenced" ] ]
14.034542
average_word_embeddings_glove.6B.300d
0.995
-0.055404
0.329832
0.425631
42
Wiki Medical
50
[ [ "politician", "1853", "surname", "cricketer", "1855", "1857", "1873", "1869", "1871", "married" ], [ "pneumoniae", "aureus", "staphylococcus", "antibiotic", "bacterial", "staph", "pseudomonas", "bacteria", "mrsa", "aeruginosa" ], [ "density", "diagnostic", "tropical", "cd", "processing", "album", "data", "temperature", "km", "rainfall" ], [ "endothelial", "ca2", "receptor", "receptors", "cd8", "macrophages", "cytokine", "membrane", "enzyme", "kinase" ], [ "subarachnoid", "intracranial", "park", "volleyball", "athletic", "amoebic", "uridine", "junior", "canker", "wrestling" ], [ "holistic", "urbanization", "unplanned", "sustainable", "tortuous", "forests", "linear", "polypeptide", "eradication", "hyperalgesia" ], [ "myeloid", "myelogenous", "leukemia", "lymphoblastic", "lymphocytic", "lymphoid", "lymphoma", "leukaemia", "leukemias", "erythroid" ], [ "impressive", "resilient", "absorbing", "pacemaker", "remarkably", "overcoming", "career", "draining", "2c", "146" ], [ "trigeminal", "ganglion", "nerve", "neurons", "axons", "ganglia", "innervation", "afferent", "spinal", "vagus" ], [ "mitral", "dystrophy", "oxo", "blockade", "peptic", "tropical", "drought", "hurricane", "gastroesophageal", "depression" ], [ "vector", "equation", "perpendicular", "spherical", "vectors", "geometry", "equations", "quantum", "linear", "finite" ], [ "renal", "sleep", "cytoskeleton", "hippocampal", "crystals", "molluscs", "metabolic", "invertebrates", "crustaceans", "levin" ], [ "gastric", "stomach", "esophagus", "gastrointestinal", "intestinal", "intestine", "bowel", "esophageal", "duodenum", "reflux" ], [ "orthotic", "filiform", "kallmann", "intrauterine", "insipidus", "excavatum", "ventilatory", "defibrillator", "fiberoptic", "assistive" ], [ "arithmetic", "chores", "variables", "equations", "locales", "convex", "cheeses", "sizes", "sedatives", "constants" ], [ "arguments", "bills", "webbed", "flesh", "necks", "flawed", "ketone", "jaws", "expanders", "mortal" ], [ "retail", "consumer", "profits", "sales", "export", "businesses", "goods", "income", "prices", "brands" ], [ "biliary", "hepatic", "renal", "tubule", "kidney", "ureter", "excretion", "liver", "transplant", "failure" ], [ "gadolinium", "logistical", "relaxants", "irregularities", "hyperplasia", "cobalt", "alloys", "iodide", "voided", "methylene" ], [ "accidental", "injuries", "damage", "accidents", "accident", "leak", "explosion", "damages", "fatalities", "debris" ], [ "antiretrovirals", "daycare", "relatives", "notify", "children", "tips", "seniors", "hydrophobic", "parents", "siblings" ], [ "genus", "flowering", "species", "genera", "moth", "mollusks", "subfamily", "family", "taxonomic", "subspecies" ], [ "2d6", "shah", "silk", "brca2", "backup", "van", "angiography", "lighting", "light", "jogging" ], [ "transcription", "creutzfeldt", "ig", "ore", "syllable", "1111", "phalanges", "anthrax", "carpal", "softeners" ], [ "preventive", "physiologist", "yemen", "iran", "syria", "prussian", "ottoman", "redistribution", "sudan", "explosives" ], [ "salad", "endoscopic", "beans", "cereals", "cosmetic", "seafood", "bread", "meiosis", "meats", "banana" ], [ "discs", "crooked", "parotid", "cml", "fap", "criterion", "pde", "agnosia", "sweat", "knives" ], [ "necks", "limbs", "legs", "ch", "translations", "mice", "splicing", "sir", "edema", "tails" ], [ "arrhythmias", "fibrillation", "tachycardia", "atrioventricular", "atrial", "ventricular", "valve", "aortic", "arrhythmia", "pacemakers" ], [ "oxidative", "particulate", "histone", "emission", "emissions", "oxidation", "participation", "methionine", "polymerization", "iiib" ], [ "fractional", "subdivision", "wyeth", "spaniel", "westphal", "saline", "carl", "mare", "palatine", "crystallization" ], [ "type", "mk", "ii", "iii", "iv", "viii", "ix", "engines", "mm", "automatic" ], [ "monomers", "alcohols", "aldehydes", "colombian", "laparoscopic", "gallstone", "ketones", "inpatient", "virally", "catalyses" ], [ "substrates", "chinas", "comatose", "mainland", "h2o", "constellation", "calves", "entities", "ds", "isometric" ], [ "verification", "drc", "hyphae", "misconduct", "bodys", "trisomy", "martins", "ischaemia", "humanitarian", "angola" ], [ "administrative", "statins", "epigenetic", "oversight", "nsaids", "donald", "priorities", "socio", "expenses", "burdens" ], [ "drum", "ounce", "caspase", "lip", "histone", "capsid", "leather", "glove", "diameter", "bronze" ], [ "ankle", "knee", "tendon", "tendinitis", "groin", "hamstring", "quadriceps", "elbow", "thigh", "ligament" ], [ "keyhole", "dbs", "carbonyl", "restaurants", "factorial", "acyl", "naproxen", "mitochondrial", "cleansers", "nucleophilic" ], [ "kills", "torture", "mitotic", "unbearable", "inflicted", "despair", "instability", "fear", "storm", "humiliation" ], [ "urinary", "intercourse", "homosexual", "anal", "incontinence", "genital", "urination", "ejaculation", "sexual", "sexually" ], [ "haemorrhages", "showers", "ligamentous", "efferent", "thalamocortical", "osteoporotic", "glomeruli", "glycoside", "monogenic", "biopsies" ], [ "uninterrupted", "vowel", "accommodative", "cdna", "bedside", "decompress", "tracheotomy", "maceration", "gdp", "codon" ], [ "rhinitis", "dermatitis", "allergic", "allergy", "eczema", "itchy", "allergies", "allergens", "allergen", "atopic" ], [ "opioid", "reuptake", "benzodiazepine", "anticholinergic", "agonist", "anxiolytic", "anticonvulsant", "monoamine", "serotonin", "benzodiazepines" ], [ "veterinary", "sciences", "physiology", "orthopaedic", "medicine", "physics", "orthopedic", "laboratory", "radiology", "cardiology" ], [ "skin", "lesion", "purplish", "pinkish", "lesions", "skinned", "leather", "reddish", "yellowish", "translucent" ], [ "wires", "cochlear", "speaker", "lattice", "electrons", "convex", "battery", "rod", "vertex", "cell" ], [ "m3", "inflation", "kumar", "myanmar", "siege", "economy", "für", "das", "int", "sufficiency" ], [ "milligrams", "grams", "clin", "pediatrics", "00", "calories", "apr", "eng", "pmid", "01" ] ]
14.132975
average_word_embeddings_glove.6B.300d
0.984
-0.142173
0.267372
0.375092
42
Wiki Medical
S³_angular
10
[ [ "visibly", "uncontrollably", "deformed", "incisors", "jaws", "immobile", "dislocations", "unstable", "depressions", "extremities" ], [ "fertility", "pregnancies", "fetuses", "pregnant", "pregnancy", "mothers", "postmenopausal", "newborns", "unmarried", "ovaries" ], [ "potter", "jefferson", "ruler", "parker", "larsen", "da", "arkansas", "newton", "reporter", "1920s" ], [ "surgeries", "examination", "rehabilitation", "specialists", "undergoing", "surgical", "detention", "nursing", "outpatient", "reconstructive" ], [ "plaque", "arteries", "ruptured", "clot", "clots", "valve", "capsule", "artery", "vein", "tract" ], [ "predicted", "threshold", "delay", "surge", "unexpectedly", "penalty", "intervene", "doubling", "fails", "error" ], [ "syndromes", "dystrophy", "hereditary", "deficiency", "recessive", "congenital", "autism", "autosomal", "inherited", "syndrome" ], [ "delivers", "sleeve", "weighted", "cleft", "cuff", "partial", "correction", "craniofacial", "prosthetic", "optional" ], [ "fluoroquinolone", "infliximab", "isoniazid", "amphotericin", "nonsteroidal", "ketoconazole", "toxicities", "antifungals", "levodopa", "fluconazole" ], [ "phylogenetic", "signatures", "embryonic", "genome", "analyzed", "biology", "subset", "genomic", "differentiation", "discoveries" ] ]
13.200102
average_word_embeddings_glove.6B.300d
1
-0.150406
0.280423
0.396895
42
Wiki Medical
S³_angular
20
[ [ "beijing", "raised", "global", "leading", "energy", "goal", "meet", "lead", "rapidly", "capacity" ], [ "easy", "perfect", "floppy", "frame", "frames", "combinations", "buttons", "sleeve", "instant", "signature" ], [ "strongest", "showing", "appeal", "trials", "drug", "crime", "cyclists", "aids", "killer", "adult" ], [ "rid", "cleanse", "tainted", "expert", "cures", "veterinarian", "treat", "diseased", "aging", "marrow" ], [ "completing", "va", "fa", "mcl", "cohen", "concussion", "participant", "admissions", "dissociation", "ir" ], [ "deeper", "vigorous", "oozing", "infiltration", "immersed", "heighten", "campaigns", "penetrate", "overwhelming", "masses" ], [ "baseball", "shops", "gray", "ice", "white", "power", "bush", "woods", "clinton", "delicate" ], [ "dietary", "folate", "obesity", "iq", "vitamin", "cholesterol", "folic", "diets", "obese", "calories" ], [ "studying", "discovery", "studied", "taught", "researchers", "discovering", "discovered", "discover", "learn", "brain" ], [ "sclerosis", "constellation", "developed", "parkinson", "properties", "cold", "architecture", "degeneration", "experimental", "tropical" ], [ "approved", "provider", "partnership", "licensing", "pharmaceutical", "purchase", "funded", "licensed", "sponsored", "jointly" ], [ "photographic", "cornea", "lasik", "corneal", "lens", "retinal", "lenses", "microscope", "eye", "retina" ], [ "explanations", "aspects", "relate", "opinions", "organizational", "defining", "illustrate", "notion", "viewpoints", "interpret" ], [ "homozygotes", "remissions", "mitoxantrone", "fibro", "sooner", "balanitis", "confounded", "heterozygotes", "amnesic", "inpatients" ], [ "cd4", "adhesion", "inhibits", "activator", "transcriptional", "binding", "binds", "bind", "lymphocytes", "transcription" ], [ "mitral", "atrial", "pulmonary", "ventricular", "ventricle", "venous", "aortic", "stenosis", "thrombosis", "coronary" ], [ "droplets", "ingestion", "suspicious", "warnings", "cloud", "filtered", "lights", "virgin", "balloons", "emitted" ], [ "perpetual", "shocks", "currency", "friction", "excessive", "exerted", "bring", "olympic", "bringing", "fixing" ], [ "reduction", "beneficial", "reduce", "reductions", "measures", "sufficient", "impacts", "require", "reducing", "individuals" ], [ "sensory", "parasympathetic", "vestibular", "autonomic", "somatosensory", "cerebellum", "ganglia", "brainstem", "excitatory", "neurotransmitters" ] ]
13.672295
average_word_embeddings_glove.6B.300d
1
-0.166797
0.229017
0.306635
42
Wiki Medical
S³_angular
30
[ [ "benzodiazepine", "benzodiazepines", "depressants", "opioid", "opiates", "oxycodone", "methylphenidate", "antiepileptic", "fentanyl", "anticonvulsant" ], [ "time", "usually", "today", "years", "way", "long", "little", "middle", "present", "end" ], [ "donald", "erections", "rica", "glenoid", "costa", "kin", "nicolas", "candidates", "herpesvirus", "appointments" ], [ "anteriorly", "enclosing", "posteriorly", "maxilla", "molars", "labial", "maxillary", "midline", "semicircular", "encloses" ], [ "dosage", "herbal", "tablet", "tablets", "medication", "prescribed", "pills", "medications", "prescribe", "word" ], [ "passing", "transcripts", "passengers", "room", "plane", "flight", "employee", "hour", "checked", "minutes" ], [ "adaptations", "reviews", "reviewers", "clip", "reviewer", "editing", "pbs", "eps", "animated", "performance" ], [ "conversational", "complement", "accommodate", "input", "tuning", "utilize", "compatible", "flexible", "subset", "enables" ], [ "h2", "crooked", "irritated", "annoyance", "mole", "arrow", "sore", "reacted", "theater", "howard" ], [ "starring", "guitarist", "rapper", "moore", "drummer", "singer", "comedian", "songwriter", "debut", "musician" ], [ "condition", "favourable", "cutaneous", "customary", "premalignant", "papules", "granted", "favorable", "conditional", "stable" ], [ "odds", "asymptomatic", "cautious", "reject", "norm", "prevailing", "consensus", "uncertain", "recommending", "deviations" ], [ "acute", "postoperative", "disposable", "hospice", "awakenings", "perioperative", "intraocular", "climbers", "practitioners", "orthopaedics" ], [ "following", "incomplete", "prior", "completing", "completed", "partial", "completion", "cation", "catalyses", "appendix" ], [ "behalf", "parents", "challenged", "caring", "respected", "cared", "profession", "believes", "grandparents", "caretakers" ], [ "astigmatism", "lens", "cornea", "lenses", "eye", "retinal", "retina", "binocular", "corneal", "cataract" ], [ "classification", "classifications", "based", "efficacy", "therapeutic", "hypothesis", "sigma", "experimental", "hiroshima", "calculated" ], [ "reinforced", "hardening", "pa", "pap", "duchenne", "pep", "dysphonia", "silicosis", "sensitization", "finnish" ], [ "oxidoreductase", "hawaiian", "metabolic", "metabolism", "sham", "reticular", "bariatric", "ablation", "vascular", "spencer" ], [ "exerted", "ketosis", "glucose", "perpetual", "phenylalanine", "stresses", "exacerbates", "rigidity", "lubrication", "nystagmus" ], [ "undertaking", "sera", "microglia", "propagate", "heals", "motivations", "diffuses", "romans", "strenuous", "intramuscular" ], [ "literal", "relative", "conversely", "amplitudes", "severity", "ascribed", "transient", "distant", "gravity", "gravitational" ], [ "hematopoietic", "mononuclear", "myeloid", "lymphocyte", "lymphocytes", "cd8", "cd4", "platelet", "cell", "cells" ], [ "bars", "packed", "apart", "spaces", "cleansers", "seats", "carries", "scheme", "carriage", "punishable" ], [ "cows", "globules", "frozen", "straw", "goat", "cheeses", "milk", "sheep", "brains", "sculptures" ], [ "triggers", "nuclear", "mechanism", "trigger", "vacuum", "thunderclap", "sealing", "abortive", "covert", "process" ], [ "ventricular", "fibrillation", "atrial", "aortic", "coronary", "stenosis", "ventricle", "arrhythmia", "arteries", "valvular" ], [ "vero", "remission", "kentucky", "pdt", "idaho", "sleeps", "recess", "relieved", "vacation", "westphal" ], [ "shoulder", "tendon", "knee", "elbow", "dislocated", "ankle", "wrist", "heel", "achilles", "fibula" ], [ "anxiety", "obsessive", "narcissistic", "delusional", "delusions", "happiness", "disorder", "self", "insanity", "paranoia" ] ]
13.516565
average_word_embeddings_glove.6B.300d
1
-0.151533
0.247202
0.343071
42
Wiki Medical
S³_angular
40
[ [ "fumarate", "pep", "pa", "sensitization", "adduct", "serology", "finnish", "effusion", "hemifacial", "ulcerated" ], [ "bacterial", "mrsa", "staphylococcus", "pneumoniae", "methicillin", "infections", "staph", "vancomycin", "aureus", "streptococcus" ], [ "sex", "male", "intercourse", "sexual", "anus", "urethra", "transgender", "homosexual", "genital", "prostitutes" ], [ "bleeding", "inflicted", "vessel", "wound", "wounds", "suffered", "reported", "casualties", "caused", "causing" ], [ "offset", "investment", "shrinking", "global", "profits", "biggest", "investments", "reducing", "increasing", "dollar" ], [ "proprietary", "marketed", "generic", "brand", "medicines", "purchased", "custom", "distributes", "bought", "manufacturer" ], [ "caesarean", "pregnancy", "placenta", "childbirth", "uterus", "birth", "fetus", "stillbirth", "preterm", "trimester" ], [ "narcissistic", "delusional", "obsessive", "anxiety", "emotional", "delusions", "disorder", "paranoia", "self", "borderline" ], [ "broadcasting", "cilia", "channels", "diseases", "cavities", "xenon", "primary", "gallery", "hypertension", "radio" ], [ "coronary", "ventricular", "tachycardia", "angioplasty", "aortic", "arrhythmia", "atrial", "atrioventricular", "fibrillation", "murmur" ], [ "noteworthy", "change", "melt", "undergone", "enlargement", "pathologic", "incremental", "deviations", "odds", "drastic" ], [ "sufficient", "necessary", "impose", "administer", "enforce", "civilian", "measures", "security", "theoretically", "accordance" ], [ "mal", "beneficial", "position", "eaton", "exon", "hrt", "oophorectomy", "thorough", "les", "doi" ], [ "referring", "spelled", "instance", "alternatively", "refer", "colloquially", "incorrectly", "refers", "referred", "signify" ], [ "gene", "allele", "recessive", "mutations", "chromosome", "autosomal", "nucleotide", "alleles", "mutation", "loci" ], [ "eyelashes", "strand", "hair", "beard", "wavy", "baldness", "androgenic", "telomeres", "alopecia", "long" ], [ "receptor", "glycoprotein", "bind", "activating", "ligand", "receptors", "inhibits", "inhibition", "inhibitors", "activation" ], [ "discovering", "likened", "microbiological", "ethically", "experimentation", "impeded", "researches", "practices", "hinder", "facilitated" ], [ "lens", "eye", "cornea", "retinal", "vision", "corneal", "retina", "astigmatism", "lenses", "binocular" ], [ "louis", "irritable", "angelman", "stockholm", "digeorge", "syndrome", "asperger", "marfan", "allen", "syndromes" ], [ "swine", "virus", "influenza", "rabies", "avian", "flu", "ebola", "smallpox", "vaccine", "pandemic" ], [ "eardrum", "victor", "drops", "operator", "sole", "correction", "slight", "audible", "cdna", "technician" ], [ "prolactin", "pituitary", "luteinizing", "hormone", "hormones", "parathyroid", "cortisol", "adrenal", "acth", "gland" ], [ "hydrochlorothiazide", "race", "endurance", "convergent", "byzantine", "coherence", "motile", "parallel", "races", "similarly" ], [ "colored", "pinkish", "pigmented", "shiny", "reddish", "yellowish", "translucent", "greenish", "grayish", "pale" ], [ "intestine", "gastric", "stomach", "esophagus", "duodenum", "bowel", "constipation", "indigestion", "jejunum", "oesophagus" ], [ "wanted", "sons", "imprisoned", "soldier", "brother", "tried", "husband", "elder", "accused", "innocent" ], [ "incisor", "tooth", "maxillary", "premolars", "mandibular", "molars", "teeth", "premolar", "dentin", "cusps" ], [ "external", "links", "references", "link", "connections", "websites", "connection", "linking", "quotations", "deleted" ], [ "conference", "corps", "set", "engineers", "meet", "foundation", "management", "national", "board", "command" ], [ "rickets", "deficient", "supplementation", "micronutrients", "deficiency", "vitamin", "deficiencies", "b12", "zinc", "niacin" ], [ "usually", "example", "different", "way", "time", "generally", "present", "certain", "common", "known" ], [ "1931", "1920", "1925", "1924", "1923", "1922", "1921", "1913", "1926", "1840" ], [ "alkalosis", "submission", "olympic", "bilaterally", "collective", "inspiratory", "hypotension", "alexandre", "involuntary", "vasoconstriction" ], [ "dvt", "epigastric", "thrombosis", "thromboembolism", "venous", "inguinal", "ggt", "descending", "recirculation", "sinuses" ], [ "northeastern", "southeast", "town", "southwestern", "northwestern", "village", "southeastern", "northeast", "province", "neighbouring" ], [ "stereotypical", "humidity", "sickness", "imaginary", "gentle", "evoke", "affection", "jock", "extremes", "waist" ], [ "hydrogen", "nitrate", "chlorine", "cyanide", "inorganic", "ammonium", "sulfide", "peroxide", "chloride", "chemical" ], [ "cutaneous", "reactants", "dermatosis", "condition", "febrile", "unnamed", "conditions", "status", "customary", "dependent" ], [ "commenced", "storms", "sporadically", "mounted", "encountered", "naval", "aircraft", "launched", "launch", "combat" ] ]
14.288189
average_word_embeddings_glove.6B.300d
1
-0.065595
0.297331
0.411463
42
Wiki Medical
S³_angular
50
[ [ "su", "1879", "1880", "1873", "1894", "1892", "1905", "physician", "married", "1869" ], [ "staphylococcus", "aureus", "bacterial", "pneumoniae", "antibiotic", "mrsa", "staph", "infections", "fungal", "bacteria" ], [ "seasonal", "features", "varies", "covers", "data", "processing", "availability", "temperature", "mapping", "includes" ], [ "inhibit", "inhibits", "activates", "inhibiting", "receptor", "activating", "receptors", "activate", "membrane", "activation" ], [ "junior", "meningoencephalitis", "tennessee", "amoebic", "intracranial", "wrestling", "morgan", "athletic", "oedema", "competes" ], [ "curing", "unplanned", "longterm", "hyperalgesia", "stepwise", "holistic", "urbanization", "lymphedema", "colic", "synergistic" ], [ "leukemia", "lymphocytic", "myeloid", "myelogenous", "leukemias", "erythroid", "lymphoid", "leukaemia", "lymphoblastic", "lymphoma" ], [ "absorbing", "years", "2c", "remarkably", "impressive", "sheds", "overcoming", "remarkable", "surprisingly", "exhibits" ], [ "nerve", "trigeminal", "vagus", "nerves", "parasympathetic", "axons", "sensory", "innervation", "ganglion", "innervates" ], [ "blockade", "lengthened", "peptic", "oxo", "curving", "climb", "tackling", "climbing", "dystrophy", "untreatable" ], [ "finite", "quantum", "curve", "vector", "geometry", "perpendicular", "dimensions", "geometric", "angle", "probability" ], [ "sit", "levin", "cytoskeleton", "metabolic", "lay", "aggregates", "structures", "hippocampal", "chairs", "crustaceans" ], [ "gastric", "intestine", "esophagus", "stomach", "bowel", "intestinal", "duodenum", "gastrointestinal", "reflux", "oesophagus" ], [ "waldenström", "morpholino", "pmdd", "hypovolemic", "nephrogenic", "men1", "autoantibody", "budesonide", "leukodystrophy", "gastroscopy" ], [ "washing", "classically", "lot", "dissimilar", "tended", "locales", "nowadays", "chores", "loads", "anymore" ], [ "proof", "critics", "manipulation", "necks", "arguments", "articulated", "flawed", "bills", "flesh", "stating" ], [ "income", "investments", "corporations", "corporate", "businesses", "profits", "firms", "assets", "business", "markets" ], [ "kidney", "renal", "excretion", "uremia", "liver", "biliary", "failure", "gall", "cholangitis", "nephritis" ], [ "darken", "casts", "logistical", "cast", "granulomas", "hyperplasia", "linings", "globe", "irregularities", "casting" ], [ "accident", "damage", "accidental", "crashes", "accidents", "caused", "injuries", "crash", "fatal", "accidentally" ], [ "tips", "daycare", "accessing", "sisters", "contacting", "paying", "informing", "notify", "children", "parents" ], [ "subfamily", "species", "taxa", "flowering", "genera", "moth", "genus", "snail", "taxonomic", "mollusks" ], [ "van", "genotype", "holland", "phenotype", "2d6", "silk", "backup", "amsterdam", "lighting", "op" ], [ "softeners", "ig", "1111", "linker", "forte", "alp", "onsets", "protocols", "poorly", "strata" ], [ "measures", "yemen", "occupied", "expel", "sudan", "enforce", "tolerate", "officials", "accordance", "syria" ], [ "cereals", "cosmetic", "salad", "seafood", "beans", "meiosis", "indomethacin", "banana", "anton", "trick" ], [ "crooked", "fap", "deranged", "treating", "cml", "sweat", "simon", "vd", "parotid", "salivary" ], [ "ch", "simultaneous", "limbs", "earliest", "hogg", "legs", "mice", "rotary", "tails", "analogue" ], [ "atrial", "atrioventricular", "fibrillation", "arrhythmia", "tachycardia", "ventricular", "arrhythmias", "murmur", "heart", "sinoatrial" ], [ "emissions", "acetylation", "achieved", "emission", "participation", "negatively", "reduction", "oxidative", "inhibition", "completion" ], [ "mare", "gad", "spaniel", "sherman", "disposition", "westphal", "idaho", "nash", "kentucky", "rockefeller" ], [ "usually", "ii", "typically", "type", "types", "reserved", "iii", "mk", "designated", "special" ], [ "resin", "colombian", "atm", "monomers", "gallstone", "virally", "bilayer", "turkish", "ards", "polypeptides" ], [ "entities", "temporally", "comatose", "h2o", "interact", "responsive", "ds", "psp", "compliant", "coexisting" ], [ "supervision", "internally", "relating", "nigerian", "ischaemia", "rectified", "martins", "inadequate", "supervised", "profuse" ], [ "dent", "douglas", "priorities", "bumps", "grant", "hugh", "expenditure", "expenses", "norman", "donald" ], [ "mirrors", "stick", "drum", "ivory", "shed", "lip", "caspase", "capsid", "leather", "fold" ], [ "ankle", "shoulder", "elbow", "tendon", "thigh", "knee", "achilles", "wrist", "forearm", "groin" ], [ "425", "na", "bars", "topiramate", "carries", "cleansers", "mitochondrial", "bell", "lucky", "ser" ], [ "fear", "suffering", "despair", "toll", "kills", "unbearable", "excruciating", "gen", "revenge", "shock" ], [ "sexual", "urethra", "masturbation", "intercourse", "anal", "genital", "anus", "urinary", "incontinence", "urination" ], [ "urologists", "thalamocortical", "eccrine", "levo", "metastasize", "oligodendrocytes", "trabeculae", "uveal", "monogenic", "amylase" ], [ "ld", "restores", "cdna", "humidified", "vacation", "destination", "tracheotomy", "quarters", "patency", "pronounced" ], [ "allergic", "allergy", "dermatitis", "allergen", "allergies", "eczema", "allergens", "itchy", "itching", "atopic" ], [ "benzodiazepine", "benzodiazepines", "anticholinergic", "chlorpromazine", "anticonvulsant", "agonist", "opioid", "reuptake", "imipramine", "antipsychotic" ], [ "medical", "orthopaedic", "medicine", "surgeons", "veterinary", "orthopedic", "radiology", "sciences", "neurosurgery", "biomedical" ], [ "lesion", "skin", "lesions", "skinned", "pinkish", "reddish", "epidermis", "purplish", "hides", "dermis" ], [ "yang", "stern", "tube", "rotating", "rod", "monitor", "battery", "th1", "clock", "attached" ], [ "siege", "kumar", "measures", "peri", "effectiveness", "scaled", "myanmar", "sharma", "das", "stabilise" ], [ "53", "77", "84", "79", "91", "59", "81", "86", "78", "82" ] ]
14.013232
average_word_embeddings_glove.6B.300d
0.998
-0.133686
0.254322
0.378401
42
Wiki Medical
S³_combined
10
[ [ "molar", "dimorphic", "disorientation", "deformation", "deformed", "sucking", "vibrations", "incisors", "diurnal", "defecate" ], [ "pregnancies", "pregnancy", "ovaries", "pregnant", "childbearing", "postmenopausal", "unmarried", "menopause", "births", "females" ], [ "pianist", "1904", "footballer", "historian", "1887", "1876", "1891", "1911", "born", "1892" ], [ "surgery", "reconstructive", "outpatient", "surgeries", "cardiology", "surgical", "orthopaedic", "surgeons", "oncology", "dermatology" ], [ "coronary", "arteries", "kidney", "artery", "aorta", "clot", "ruptured", "liver", "clots", "pulmonary" ], [ "ventricles", "ventricle", "ventricular", "diastolic", "depolarization", "cardiac", "efflux", "perfusion", "catheterization", "haemorrhage" ], [ "creutzfeldt", "congenital", "recessive", "disorders", "disorder", "diabetes", "deficiency", "autism", "syndrome", "autosomal" ], [ "progestin", "cuff", "anterior", "axial", "estrogen", "androstenedione", "craniofacial", "naproxen", "luteinizing", "posterior" ], [ "fluconazole", "antineoplastic", "amphotericin", "itraconazole", "antiparasitic", "antifungal", "herpetic", "phencyclidine", "antifungals", "naloxone" ], [ "cells", "eukaryotic", "genome", "embryonic", "rna", "genomes", "epithelial", "phylogenetic", "replication", "differentiation" ] ]
13.179806
average_word_embeddings_glove.6B.300d
1
-0.098541
0.374975
0.42646
42
Wiki Medical
S³_combined
20
[ [ "sector", "pollution", "electricity", "sanitation", "air", "energy", "infrastructure", "global", "million", "shortages" ], [ "stereo", "digital", "combinations", "buttons", "audio", "versions", "portable", "floppy", "vinyl", "software" ], [ "male", "drug", "herpes", "statin", "hiv", "erectile", "aids", "tamoxifen", "statins", "female" ], [ "marrow", "transplant", "sickle", "cures", "transplantation", "kidney", "diseased", "rheumatism", "geneticist", "veterinarian" ], [ "cruciate", "mcl", "dissociation", "concussion", "catalyzes", "ir", "va", "cyclization", "otitis", "exam" ], [ "heighten", "deeper", "oozing", "infiltration", "dampen", "damp", "mobilizing", "penetrate", "immersed", "rinse" ], [ "white", "hair", "gray", "beard", "titanium", "rods", "pale", "dark", "clothes", "ice" ], [ "hdl", "vitamin", "cholesterol", "folic", "dietary", "milligrams", "ldl", "osteoporosis", "calories", "folate" ], [ "discovered", "taught", "brain", "sequencing", "protein", "surgery", "studied", "pills", "gene", "genome" ], [ "sclerosis", "parkinson", "constellation", "neurodegenerative", "properties", "tropical", "disease", "alzheimer", "degenerative", "arthritis" ], [ "patents", "biotechnology", "pharmaceuticals", "pharmaceutical", "corporation", "licensing", "subsidiary", "manufacturers", "manufacturer", "funded" ], [ "eye", "retina", "cornea", "lens", "retinal", "corneal", "lasik", "lenses", "binocular", "cataract" ], [ "communicative", "interpersonal", "concepts", "behaviors", "semantic", "contexts", "organizational", "philosophical", "sociological", "attitudes" ], [ "heterozygotes", "asystole", "remissions", "gravidarum", "amnesic", "depolarized", "narcolepsy", "postherpetic", "homozygotes", "mendelian" ], [ "polymerase", "cd4", "transcriptional", "proteins", "apoptosis", "lymphocytes", "endothelial", "cd8", "cytokine", "phosphorylation" ], [ "pulmonary", "coronary", "ventricular", "venous", "aortic", "atrial", "stenosis", "mitral", "ventricle", "fibrillation" ], [ "hallucinations", "cloud", "lights", "virgin", "pigment", "droplets", "lighting", "epithelium", "emitted", "balloons" ], [ "friction", "blamed", "shocks", "undue", "nystagmus", "downward", "exerted", "hypotension", "foreign", "disruptions" ], [ "impacts", "populations", "adverse", "habitats", "require", "reductions", "reduction", "habitat", "areas", "measures" ], [ "parasympathetic", "auditory", "sensory", "cortex", "autonomic", "neurons", "olfactory", "ganglia", "neurotransmitter", "hypothalamus" ] ]
13.79328
average_word_embeddings_glove.6B.300d
1
-0.128831
0.288418
0.360272
42
Wiki Medical
S³_combined
30
[ [ "benzodiazepine", "benzodiazepines", "opioid", "reuptake", "anticonvulsant", "tricyclic", "anticholinergic", "anxiolytic", "antipsychotic", "fentanyl" ], [ "usually", "known", "forms", "middle", "form", "band", "upper", "small", "common", "rock" ], [ "erections", "kin", "genes", "receptors", "herpesvirus", "donald", "lymphocytes", "urinating", "mice", "erectile" ], [ "maxilla", "mandibular", "molars", "maxillary", "lobes", "posterior", "premolars", "nasal", "labial", "anteriorly" ], [ "pills", "medication", "prescribed", "tablets", "herbal", "intravenous", "medications", "doctor", "tablet", "syllable" ], [ "tape", "swab", "urine", "passengers", "room", "minutes", "sample", "detector", "syringe", "swabs" ], [ "adaptations", "eps", "animated", "reviews", "cd", "album", "albums", "clip", "recordings", "compilation" ], [ "input", "symmetric", "tuning", "speakers", "analog", "notation", "inputs", "programming", "conversational", "flexible" ], [ "ldl", "sore", "smell", "irritated", "crooked", "odor", "annoyance", "agnosia", "theater", "fatigue" ], [ "songwriter", "debut", "starring", "guitarist", "song", "album", "actress", "singer", "comedy", "film" ], [ "condition", "erythema", "nevus", "cutaneous", "favourable", "conditions", "conditional", "papules", "favorable", "indefinite" ], [ "peace", "enlargement", "eruption", "odds", "asymptomatic", "boil", "pathologic", "prevailing", "deviations", "proxy" ], [ "anesthesia", "acute", "orthopaedics", "disposable", "intraocular", "hospice", "pediatric", "otitis", "ld50", "palliative" ], [ "incomplete", "completed", "catalyses", "cation", "partial", "equations", "appendix", "pancreatitis", "following", "phylogeny" ], [ "deaf", "developmentally", "ethically", "educated", "morally", "grandparents", "parents", "cared", "unborn", "corneas" ], [ "astigmatism", "eye", "cornea", "lens", "retinal", "lenses", "retina", "corneal", "binocular", "cataract" ], [ "geological", "experimental", "evolutionary", "forensic", "hypothesis", "molecular", "classification", "institute", "physics", "therapeutic" ], [ "silicosis", "pap", "pa", "duchenne", "hardening", "sigmoidoscopy", "ulcerated", "dysphonia", "poured", "immunization" ], [ "bariatric", "metabolism", "vascular", "metabolic", "oxidoreductase", "carbohydrate", "kinase", "tyrosine", "ablation", "massage" ], [ "hypotension", "lubrication", "phenylalanine", "glucose", "nystagmus", "ketosis", "respiration", "condensation", "exacerbates", "alkalosis" ], [ "diffuses", "heals", "cyclin", "intramuscular", "strenuous", "microglia", "carotene", "romans", "hydrolyze", "homocysteine" ], [ "equations", "amplitudes", "pronunciation", "constants", "gravitational", "photons", "literal", "particles", "particle", "conductance" ], [ "hematopoietic", "cd8", "platelet", "cell", "myeloid", "cells", "cd4", "lymphocytes", "lymphocyte", "mononuclear" ], [ "cleansers", "seats", "punishable", "factorial", "cents", "wards", "spaces", "fraud", "compartments", "acetaminophen" ], [ "frozen", "globules", "cows", "refrigerated", "sausage", "herds", "beef", "milk", "livers", "canned" ], [ "peaceful", "chemical", "vacuum", "combustion", "nuclear", "mechanism", "process", "triggered", "biological", "triggers" ], [ "ventricular", "atrial", "valve", "artery", "coronary", "fibrillation", "ventricle", "stenosis", "aortic", "mitral" ], [ "sleep", "ivf", "convalescent", "remission", "sleeps", "recess", "germinate", "rhinitis", "allergic", "vero" ], [ "elbow", "ankle", "dislocated", "hamstring", "wrist", "fibula", "groin", "tendon", "knee", "shoulder" ], [ "obsessive", "delusional", "disorder", "compulsive", "narcissistic", "delusions", "paranoia", "schizoid", "depressive", "antisocial" ] ]
13.660505
average_word_embeddings_glove.6B.300d
0.99
-0.13926
0.285187
0.355245
42
Wiki Medical
S³_combined
40
[ [ "serology", "screenings", "lv", "multifocal", "adduct", "ulcerated", "pa", "handwashing", "lactate", "id" ], [ "pneumoniae", "antibiotic", "mrsa", "staphylococcus", "staph", "methicillin", "vancomycin", "aureus", "bacterial", "streptococcus" ], [ "male", "genital", "sexual", "sex", "urinary", "homosexual", "urethra", "males", "intercourse", "sexually" ], [ "suffered", "bleeding", "inflicted", "wounds", "wounded", "damage", "killed", "casualties", "caused", "bloody" ], [ "shrinking", "profits", "growth", "rising", "global", "offset", "prices", "profit", "investment", "revenues" ], [ "portable", "purchased", "brand", "medicines", "generic", "distributes", "customized", "proprietary", "marketed", "manufactures" ], [ "caesarean", "pregnancy", "childbirth", "fetus", "cesarean", "preterm", "stillbirth", "uterus", "uterine", "embryo" ], [ "anxiety", "antisocial", "obsessive", "narcissistic", "compulsive", "disorder", "paranoia", "delusional", "delusions", "paranoid" ], [ "neurons", "cilia", "broadcasting", "xenon", "hypertension", "channels", "neuron", "epithelium", "neuronal", "radio" ], [ "ventricular", "mitral", "aortic", "tachycardia", "coronary", "valve", "atrioventricular", "atrial", "arrhythmias", "fibrillation" ], [ "undergone", "deviations", "eruption", "enlargement", "pathologic", "incremental", "canis", "arthroscopic", "splenomegaly", "melt" ], [ "impose", "measures", "administrative", "security", "preventive", "autonomous", "enforce", "governments", "sufficient", "civilian" ], [ "henri", "exon", "tubal", "progestin", "hrt", "mal", "thorough", "spongiform", "accommodative", "beneficial" ], [ "spelled", "romanized", "refer", "referred", "surname", "refers", "colloquially", "phrase", "specify", "denoted" ], [ "nucleotide", "allele", "recessive", "alleles", "gene", "mutation", "mutations", "chromosome", "autosomal", "genes" ], [ "baldness", "telomeres", "alopecia", "eyelashes", "androgenic", "wavy", "strand", "hair", "tail", "beard" ], [ "inhibitor", "kinase", "inhibitors", "receptor", "receptors", "subunit", "enzyme", "ligand", "polymerase", "glycoprotein" ], [ "transgenic", "ethically", "biologist", "cloning", "microbiological", "syntex", "biotechnology", "genetics", "angiogenesis", "environmentally" ], [ "lenses", "retina", "lens", "cornea", "eye", "retinal", "corneal", "astigmatism", "binocular", "glaucoma" ], [ "syndrome", "reye", "guillain", "sars", "angelman", "digeorge", "asperger", "marfan", "antiphospholipid", "irritable" ], [ "avian", "ebola", "rabies", "swine", "flu", "vaccine", "smallpox", "influenza", "pandemic", "virus" ], [ "technician", "antral", "tracheotomy", "bedside", "electroencephalogram", "cdna", "eardrum", "operator", "noise", "emitted" ], [ "pituitary", "parathyroid", "hormones", "prolactin", "hormone", "cortisol", "gland", "luteinizing", "adrenal", "acth" ], [ "endurance", "motile", "pectoral", "nile", "rectangular", "parallel", "byzantine", "hydrochlorothiazide", "quantum", "electron" ], [ "colored", "yellowish", "greenish", "translucent", "greyish", "reddish", "brownish", "pale", "pinkish", "silvery" ], [ "bloating", "esophageal", "stomach", "gastric", "intestine", "constipation", "duodenum", "bowel", "esophagus", "intestinal" ], [ "sons", "convicted", "imprisoned", "brother", "innocent", "accused", "son", "murdered", "father", "elder" ], [ "teeth", "premolars", "incisor", "premolar", "mandibular", "tooth", "maxillary", "molars", "incisors", "maxilla" ], [ "deleted", "links", "external", "quotations", "connections", "link", "websites", "linking", "references", "pages" ], [ "management", "meet", "foundation", "conditioning", "corps", "water", "engineers", "engineering", "constitution", "air" ], [ "supplementation", "vitamin", "deficiency", "iron", "folic", "anemia", "b12", "manganese", "folate", "zinc" ], [ "middle", "different", "forms", "common", "form", "known", "river", "usually", "occurs", "band" ], [ "1840", "1845", "1924", "philosopher", "1849", "1848", "1859", "1844", "1843", "1841" ], [ "condensation", "wada", "trisomy", "inspiratory", "droplets", "involuntary", "doping", "erythrocytes", "hypotension", "albumin" ], [ "pylori", "aldehyde", "thrombosis", "sinuses", "epigastric", "inguinal", "venous", "dvt", "thromboembolism", "subclavian" ], [ "province", "village", "municipality", "town", "km", "northeastern", "southeastern", "situated", "southwestern", "located" ], [ "stereotype", "humidity", "gentle", "stereotypical", "gravitational", "constants", "dimensional", "electromagnetic", "waist", "permeability" ], [ "nitrate", "cyanide", "chlorine", "chloride", "hydrogen", "chemical", "sulfide", "ammonium", "inorganic", "radioactive" ], [ "condition", "intersex", "dermatosis", "tensor", "reactants", "equilibrium", "conditions", "benign", "cutaneous", "nevus" ], [ "naval", "magnetic", "mounted", "commenced", "storms", "showers", "aircraft", "alloys", "stabilizers", "mining" ] ]
14.209153
average_word_embeddings_glove.6B.300d
1
-0.055612
0.328459
0.427071
42
Wiki Medical
S³_combined
50
[ [ "1869", "1853", "1905", "cricketer", "1855", "1857", "politician", "surname", "1873", "1871" ], [ "staph", "mrsa", "bacterial", "bacteria", "aureus", "pseudomonas", "staphylococcus", "pneumoniae", "antibiotic", "aeruginosa" ], [ "temperature", "seasonal", "processing", "cd", "data", "tropical", "covers", "diagnostic", "km", "density" ], [ "ca2", "inhibits", "endothelial", "macrophages", "activates", "kinase", "inhibiting", "receptor", "membrane", "receptors" ], [ "uridine", "subarachnoid", "athletic", "junior", "wrestling", "intracranial", "amoebic", "volleyball", "tennessee", "canker" ], [ "stepwise", "restorative", "forests", "sustainable", "tortuous", "hyperalgesia", "urbanization", "unplanned", "curing", "holistic" ], [ "leukaemia", "lymphoblastic", "myelogenous", "erythroid", "leukemias", "leukemia", "lymphoma", "lymphoid", "myeloid", "lymphocytic" ], [ "remarkably", "absorbing", "146", "pacemaker", "impressive", "2c", "resilient", "draining", "overcoming", "career" ], [ "nerve", "trigeminal", "ganglion", "axons", "ganglia", "neurons", "innervation", "vagus", "sensory", "spinal" ], [ "dystrophy", "oxo", "mitral", "peptic", "tropical", "gastroesophageal", "blockade", "curving", "drought", "hurricane" ], [ "perpendicular", "vector", "equation", "spherical", "finite", "linear", "equations", "vectors", "quantum", "geometry" ], [ "crustaceans", "hippocampal", "cytoskeleton", "invertebrates", "metabolic", "renal", "crystals", "levin", "lay", "sleep" ], [ "gastric", "intestinal", "intestine", "esophagus", "bowel", "stomach", "gastrointestinal", "duodenum", "esophageal", "reflux" ], [ "kallmann", "pmdd", "morpholino", "intrauterine", "excavatum", "fiberoptic", "insipidus", "orthotic", "filiform", "ventilatory" ], [ "locales", "cheeses", "arithmetic", "dissimilar", "variables", "chores", "sizes", "washing", "sedatives", "equations" ], [ "necks", "flawed", "webbed", "arguments", "flesh", "ketone", "jaws", "bills", "expanders", "singly" ], [ "businesses", "profits", "sales", "income", "retail", "consumer", "markets", "export", "goods", "products" ], [ "failure", "liver", "biliary", "renal", "kidney", "excretion", "hepatic", "tubule", "ureter", "creatinine" ], [ "hyperplasia", "relaxants", "darken", "logistical", "irregularities", "gadolinium", "cobalt", "alloys", "iodide", "cast" ], [ "accident", "accidental", "injuries", "explosion", "damage", "accidents", "leak", "damages", "crash", "fatalities" ], [ "children", "parents", "relatives", "notify", "tips", "seniors", "hydrophobic", "daycare", "siblings", "accessing" ], [ "genus", "subfamily", "flowering", "taxa", "mollusks", "species", "genera", "moth", "taxonomic", "subspecies" ], [ "brca2", "silk", "van", "backup", "shah", "light", "lighting", "2d6", "intraoperative", "nylon" ], [ "1111", "ig", "phalanges", "softeners", "ore", "carpal", "syllable", "creutzfeldt", "transcription", "sti" ], [ "prussian", "ottoman", "iran", "syria", "redistribution", "yemen", "preventive", "enforce", "sudan", "authorities" ], [ "seafood", "cereals", "banana", "salad", "pickled", "endoscopic", "beans", "meiosis", "bread", "cosmetic" ], [ "crooked", "parotid", "cml", "fap", "sweat", "discs", "pde", "agnosia", "deranged", "culprits" ], [ "edema", "tails", "limbs", "ch", "legs", "mice", "simultaneous", "translations", "earliest", "splicing" ], [ "ventricular", "arrhythmias", "atrial", "atrioventricular", "fibrillation", "tachycardia", "arrhythmia", "aortic", "pacemakers", "valve" ], [ "participation", "oxidation", "oxidative", "negatively", "emissions", "emission", "histone", "iiib", "particulate", "reduction" ], [ "mare", "westphal", "spaniel", "fractional", "wyeth", "palatine", "sherman", "carl", "disposition", "crystallization" ], [ "type", "mk", "viii", "reserved", "ii", "combat", "iii", "automatic", "ix", "iv" ], [ "colombian", "gallstone", "monomers", "virally", "aldehydes", "alcohols", "ketones", "laparoscopic", "bilayer", "inpatient" ], [ "entities", "comatose", "chinas", "interact", "h2o", "ds", "constellation", "substrates", "isometric", "psp" ], [ "hyphae", "verification", "drc", "rectified", "martins", "ischaemia", "misconduct", "angola", "supervision", "submit" ], [ "oversight", "dent", "expenses", "administrative", "priorities", "donald", "expenditure", "medicare", "socio", "burdens" ], [ "lip", "caspase", "drum", "leather", "capsid", "ounce", "glove", "bronze", "diameter", "stick" ], [ "elbow", "groin", "knee", "hamstring", "tendon", "ankle", "quadriceps", "tendinitis", "thigh", "achilles" ], [ "bars", "factorial", "dbs", "acyl", "mitochondrial", "restaurants", "cleansers", "nucleophilic", "naproxen", "keyhole" ], [ "despair", "toll", "kills", "inflicted", "fear", "unbearable", "revenge", "instability", "mitotic", "torture" ], [ "intercourse", "urinary", "sexual", "genital", "homosexual", "urethra", "anal", "sexually", "incontinence", "urination" ], [ "glycoside", "efferent", "urologists", "thalamocortical", "monogenic", "oligodendrocytes", "ligamentous", "biopsies", "glomeruli", "trabeculae" ], [ "cdna", "tracheotomy", "uninterrupted", "bedside", "accommodative", "maceration", "decompress", "oxygen", "gdp", "operator" ], [ "allergies", "allergy", "dermatitis", "allergen", "allergic", "allergens", "eczema", "itchy", "rhinitis", "atopic" ], [ "benzodiazepine", "anxiolytic", "opioid", "reuptake", "anticonvulsant", "anticholinergic", "agonist", "monoamine", "benzodiazepines", "serotonin" ], [ "radiology", "orthopaedic", "medicine", "veterinary", "laboratory", "orthopedic", "sciences", "medical", "cardiology", "physics" ], [ "reddish", "lesions", "pinkish", "skinned", "skin", "purplish", "lesion", "leather", "yellowish", "leathery" ], [ "stern", "lattice", "battery", "rod", "radio", "wires", "tube", "cochlear", "vertex", "speaker" ], [ "myanmar", "m3", "kumar", "siege", "peri", "economy", "lanka", "inflation", "das", "für" ], [ "01", "00", "119", "clin", "milligrams", "pediatrics", "apr", "eng", "grams", "feb" ] ]
14.464334
average_word_embeddings_glove.6B.300d
0.992
-0.135147
0.264843
0.378991
42
Wiki Medical
CombinedTM
10
[ [ "chemistry", "pharmacology", "contraindications", "synthetic", "sickness", "prescriptions", "sold", "dosages", "formulation", "potency" ], [ "with", "for", "that", "to", "of", "and", "as", "in", "or", "the" ], [ "tablets", "warning", "marketed", "speed", "formulations", "philosophy", "peak", "150", "analgesic", "cyp2d6" ], [ "potent", "synthetic", "synthesized", "dosages", "pharmaceutical", "formulations", "150", "warning", "intramuscular", "dosing" ], [ "formulations", "pharmaceutical", "synthetic", "potent", "intramuscular", "dosages", "dosage", "marketed", "formulation", "tobacco" ], [ "metabolism", "serotonin", "concentrations", "agonist", "pharmacology", "antagonist", "autosomal", "receptors", "generic", "dopamine" ], [ "portal", "library", "pharmacology", "sold", "participants", "medicines", "approval", "generic", "medicinal", "inhibitor" ], [ "is", "in", "the", "of", "to", "for", "and", "by", "are", "as" ], [ "medicines", "contaminated", "contact", "topical", "generic", "lesion", "injuries", "joint", "injection", "fracture" ], [ "cardiac", "kidney", "heart", "blood", "patients", "tumor", "signs", "cells", "disease", "cell" ] ]
617.738213
average_word_embeddings_glove.6B.300d
0.74
-0.077166
0.233201
0.244945
42
Wiki Medical
CombinedTM
20
[ [ "elimination", "dosage", "metabolites", "injected", "clearance", "goal", "metabolized", "costs", "indications", "cyp2d6" ], [ "aorta", "heart", "chest", "flow", "left", "pressure", "ventricular", "artery", "shock", "myocardial" ], [ "acid", "metabolism", "mg", "enzyme", "synthesis", "concentrations", "absorption", "binding", "hormone", "production" ], [ "the", "of", "to", "by", "in", "that", "on", "and", "from", "was" ], [ "formulation", "maintaining", "300", "pharmaceutical", "formulations", "equal", "potent", "warning", "contributing", "companies" ], [ "pharmaceutical", "potent", "market", "prescription", "kingdom", "formulations", "elimination", "formulation", "equivalent", "reached" ], [ "medicines", "cyst", "generic", "sold", "tooth", "topical", "fda", "gram", "cysts", "oral" ], [ "infection", "cases", "infections", "vaccines", "vaccine", "vocal", "infected", "anthrax", "fever", "caused" ], [ "pharmacology", "contraindications", "sold", "pharmacokinetics", "references", "approval", "metabolite", "library", "inhibiting", "contraindicated" ], [ "potent", "formulations", "pharmaceutical", "prescription", "experimental", "substantial", "warning", "why", "issued", "causal" ], [ "approval", "sold", "brand", "fda", "generic", "medicines", "names", "pharmacology", "product", "placebo" ], [ "of", "and", "to", "in", "is", "the", "or", "for", "be", "that" ], [ "inhibit", "sold", "pharmacology", "library", "interactions", "medicines", "pharmacokinetics", "approval", "synthesis", "names" ], [ "pharmacokinetics", "potent", "marketed", "pharmacology", "metabolized", "contraindications", "formulations", "label", "maximum", "p450" ], [ "tumor", "lymphoma", "cell", "cancer", "disease", "cells", "patients", "cases", "tumors", "clinical" ], [ "symptoms", "adhd", "disorders", "disorder", "effects", "diagnosis", "drug", "they", "individuals", "their" ], [ "ad", "bioavailability", "orally", "formulations", "pharmaceutical", "prescriptions", "marketed", "goal", "accounts", "metabolized" ], [ "warning", "kingdom", "formulation", "dosage", "final", "opium", "usage", "points", "goal", "formulations" ], [ "of", "blood", "in", "is", "with", "disease", "mg", "risk", "for", "bicalutamide" ], [ "fda", "nerve", "vision", "palsy", "muscle", "motor", "visual", "seizures", "weakness", "side" ] ]
633.735212
average_word_embeddings_glove.6B.300d
0.72
-0.054276
0.191476
0.241036
42
Wiki Medical
CombinedTM
30
[ [ "agonist", "pharmacology", "visual", "opioid", "brand", "speech", "schedule", "antagonist", "fear", "words" ], [ "pharmacokinetics", "brand", "inhibit", "sold", "generic", "contraindications", "chemistry", "pharmacology", "prescription", "marketed" ], [ "with", "blood", "to", "the", "are", "of", "in", "and", "be", "is" ], [ "symptoms", "diagnosis", "disorder", "mania", "manic", "bipolar", "bp", "adhd", "patients", "bpd" ], [ "indian", "film", "canadian", "pharmaceutical", "beginning", "metabolites", "novel", "formulations", "kingdom", "ketamine" ], [ "and", "to", "of", "with", "in", "as", "that", "or", "the", "may" ], [ "concentrations", "metabolism", "synthesis", "genetics", "absorption", "enzymes", "library", "recessive", "amino", "inhibits" ], [ "goal", "pharmaceutical", "former", "novel", "refer", "formulations", "potent", "dosing", "1999", "heroin" ], [ "trial", "cyst", "participants", "cysts", "granted", "epithelial", "lesion", "lesions", "medicinal", "epithelium" ], [ "autoimmune", "lupus", "oral", "underlying", "erythematosus", "purpura", "chronic", "eosinophilic", "acute", "cutaneous" ], [ "affinity", "marketed", "formulations", "ketamine", "bupropion", "naloxone", "prescription", "33", "warning", "ensure" ], [ "pharmacology", "metabolized", "excreted", "inhibit", "contraindications", "inhibits", "pharmacokinetics", "metabolism", "concentrations", "metabolite" ], [ "this", "from", "which", "it", "the", "on", "its", "was", "an", "by" ], [ "cardiac", "ventricular", "left", "aortic", "heart", "right", "av", "artery", "tachycardia", "aorta" ], [ "that", "in", "to", "and", "is", "of", "for", "the", "on", "as" ], [ "resistant", "cats", "fungal", "tick", "application", "contaminated", "cattle", "dogs", "feces", "protection" ], [ "lateral", "joint", "wrist", "bone", "thumb", "forearm", "bones", "through", "ligament", "flexor" ], [ "vaccines", "fever", "vaccine", "infection", "infected", "infections", "pertussis", "rabies", "doses", "virus" ], [ "cells", "cell", "gene", "fda", "cancer", "approved", "approval", "lymphoma", "prognosis", "tumors" ], [ "contraindications", "prescription", "potent", "originally", "metabolized", "pseudoephedrine", "marketed", "pharmacology", "formulations", "potency" ], [ "prescription", "pharmaceuticals", "chemistry", "sold", "pharmacology", "generic", "brand", "approval", "marketed", "application" ], [ "pregnancy", "doses", "dose", "eclampsia", "effects", "sedation", "fetal", "gestational", "mg", "baby" ], [ "pharmacokinetics", "library", "pharmacology", "generic", "inhibit", "excreted", "metabolites", "sold", "patent", "contraindications" ], [ "determining", "affinity", "bioavailability", "orally", "ketamine", "formulations", "morphine", "accounts", "none", "partially" ], [ "pharmaceutical", "warning", "pseudoephedrine", "metabolite", "dosing", "orally", "regardless", "elimination", "affinity", "tobacco" ], [ "metabolism", "hormone", "mg", "levels", "concentrations", "enzyme", "synthesis", "deficiency", "absorption", "iron" ], [ "cervical", "spine", "fractures", "fracture", "sold", "generic", "posterior", "brand", "bones", "wrist" ], [ "patients", "may", "pain", "disease", "treatment", "common", "spinal", "surgery", "be", "chronic" ], [ "prescription", "formulations", "percentage", "peak", "intramuscular", "pharmaceutical", "potent", "proportion", "bioavailability", "meta" ], [ "as", "the", "of", "and", "in", "to", "by", "was", "from", "that" ] ]
640.073663
average_word_embeddings_glove.6B.300d
0.676667
-0.039401
0.229559
0.274555
42
Wiki Medical
CombinedTM
40
[ [ "33", "formulations", "determining", "pharmaceutical", "elimination", "link", "meta", "tobacco", "peak", "relevant" ], [ "company", "twins", "approval", "marketing", "december", "fda", "product", "sold", "granted", "market" ], [ "synthesis", "medicinal", "agency", "concentrations", "product", "library", "sold", "granted", "pharmacology", "medicines" ], [ "synthesized", "patented", "pharmacology", "metabolites", "pharmacodynamics", "formulations", "reporting", "potency", "formulation", "racemic" ], [ "forearm", "cervical", "wrist", "elbow", "radial", "flexor", "pharmacology", "posterior", "anterior", "superior" ], [ "to", "unemployment", "and", "with", "intersex", "that", "children", "for", "as", "of" ], [ "vancomycin", "be", "cause", "common", "septic", "disease", "linezolid", "periodontitis", "periodontal", "may" ], [ "canada", "sold", "historically", "market", "pharmacology", "october", "whose", "ones", "pharmaceuticals", "dosage" ], [ "peak", "strongly", "metabolized", "affinity", "meta", "differ", "orally", "contributing", "concerns", "greatest" ], [ "manner", "generic", "brand", "sold", "contraindications", "continue", "pharmacology", "library", "acting", "chemistry" ], [ "left", "cardiac", "ventricular", "ventricle", "heart", "node", "ecg", "atrial", "av", "mitral" ], [ "elimination", "tablets", "potent", "novel", "peak", "refer", "la", "series", "beginning", "film" ], [ "spinal", "pain", "nerve", "side", "back", "surgery", "joint", "injection", "exercises", "disc" ], [ "pituitary", "prolactin", "tumor", "syndrome", "tumors", "gene", "hormone", "cell", "growth", "breast" ], [ "cyst", "tooth", "topical", "dental", "staphylococcus", "cream", "cysts", "gram", "nasal", "abscess" ], [ "decompression", "which", "eruptions", "ethanol", "diving", "dcs", "gold", "the", "its", "displaystyle" ], [ "terrorism", "was", "by", "on", "their", "the", "that", "homeless", "from", "one" ], [ "treatment", "disease", "cancer", "myeloma", "patients", "cll", "cells", "cases", "liver", "cell" ], [ "1999", "film", "album", "tablets", "song", "2003", "novel", "2001", "availability", "series" ], [ "providing", "affinity", "potent", "elimination", "pharmaceutical", "warning", "increasingly", "bioavailability", "tablets", "comparison" ], [ "pharmacology", "pharmaceuticals", "sold", "chemistry", "market", "names", "company", "properties", "ed", "products" ], [ "biliary", "bile", "masses", "medicines", "inhibitor", "interactions", "autoimmune", "spleen", "duct", "resection" ], [ "vaccination", "infected", "vaccines", "outbreak", "vaccine", "infection", "fever", "outbreaks", "doses", "virus" ], [ "medicinal", "pharmacokinetics", "pharmacology", "sold", "inhibit", "contraindications", "contraindicated", "metabolites", "exact", "library" ], [ "added", "29", "contraindications", "consequence", "generic", "sold", "chemistry", "pharmacology", "recreational", "attributed" ], [ "measure", "reach", "hydrochloride", "synthesized", "contraindications", "warning", "lowest", "pseudoephedrine", "potent", "advantage" ], [ "sinus", "abdominal", "venous", "duct", "bowel", "vein", "rupture", "obstruction", "abdomen", "space" ], [ "affected", "onset", "dopamine", "muscle", "mutation", "seizures", "epilepsy", "receptors", "seizure", "action" ], [ "personality", "disorders", "disorder", "delusions", "dissociative", "delusional", "diagnostic", "delusion", "arousal", "dsm" ], [ "the", "of", "and", "for", "in", "to", "is", "with", "be", "or" ], [ "levels", "absorption", "pregnancy", "doses", "dose", "concentrations", "mg", "metabolism", "hours", "low" ], [ "potent", "variations", "goal", "contributing", "peak", "determining", "achieve", "tablets", "indication", "percentage" ], [ "of", "by", "monoxide", "noise", "in", "coli", "hearing", "are", "selenium", "is" ], [ "metabolized", "concentrations", "excreted", "medicinal", "lipid", "synthesis", "metabolism", "inhibit", "pharmacology", "adrenal" ], [ "generic", "adverse", "medicines", "fda", "reactions", "tablets", "prescribed", "placebo", "taking", "administration" ], [ "amphetamine", "and", "the", "is", "of", "methamphetamine", "in", "to", "marketed", "des" ], [ "osa", "gabapentin", "manic", "mania", "bp", "sleep", "bipolar", "symptoms", "deprivation", "people" ], [ "supported", "pseudoephedrine", "necessarily", "formulations", "effectively", "instance", "designed", "nevertheless", "estimate", "conversely" ], [ "peak", "interact", "bioavailability", "potent", "synthesized", "formulations", "shorter", "resolution", "consequently", "cyp2d6" ], [ "concentration", "potassium", "urine", "metabolism", "ph", "receptors", "release", "concentrations", "adrenergic", "chloride" ] ]
647.67481
average_word_embeddings_glove.6B.300d
0.7575
-0.062462
0.183808
0.250784
42
Wiki Medical
CombinedTM
50
[ [ "refer", "novel", "song", "beginning", "album", "series", "film", "disambiguation", "television", "band" ], [ "vaccines", "doses", "licensed", "vaccination", "vaccine", "cases", "infection", "immunization", "rotavirus", "fever" ], [ "sedation", "effects", "doses", "dependence", "drug", "sleep", "gabaa", "insomnia", "benzodiazepines", "dose" ], [ "law", "offenders", "was", "violence", "their", "that", "terrorism", "abuse", "sexual", "gender" ], [ "prescriptions", "prescription", "metabolized", "profile", "elimination", "pharmaceutical", "formulations", "false", "looking", "comparison" ], [ "may", "contusion", "morphine", "can", "apnea", "pneumothorax", "codeine", "tbi", "is", "be" ], [ "skin", "gluten", "disease", "ulcerative", "crohns", "linezolid", "arthritis", "urticaria", "dermatitis", "colitis" ], [ "cell", "cells", "tumors", "lymphoma", "cancer", "tumor", "approved", "prognosis", "fda", "malignant" ], [ "with", "of", "and", "the", "for", "in", "to", "learning", "tb", "language" ], [ "cells", "antithrombin", "lyme", "are", "in", "hepatitis", "genome", "cancer", "psoriasis", "coli" ], [ "concentrations", "mg", "levels", "enzyme", "deficiency", "synthesis", "anemia", "iron", "arsenic", "insulin" ], [ "thrombocytopenia", "approval", "adverse", "medicines", "reactions", "epidemiology", "autoimmune", "administered", "lesions", "hla" ], [ "tablets", "capacity", "effectively", "added", "providing", "potent", "pharmaceutical", "synthesized", "becoming", "link" ], [ "warning", "tablets", "33", "strongly", "detailed", "formulations", "note", "reliable", "equivalent", "tablet" ], [ "pharmaceutical", "novel", "market", "1993", "2001", "ranges", "traditional", "equal", "warning", "elimination" ], [ "pharmacology", "inhibit", "sold", "names", "pharmacokinetics", "extended", "contraindications", "dosage", "dizziness", "chemistry" ], [ "sold", "brand", "pharmacology", "generic", "marketing", "medicines", "makes", "application", "library", "pharmaceuticals" ], [ "recessive", "autosomal", "puberty", "enzyme", "defective", "chromosome", "adrenal", "synthesis", "gnrh", "copy" ], [ "bipolar", "bpd", "adhd", "with", "impulsivity", "impulsive", "nervosa", "bp", "anorexia", "disorder" ], [ "proportion", "potent", "formulations", "pharmaceutical", "importance", "formulation", "unlikely", "comparable", "establish", "necessarily" ], [ "elimination", "importance", "concerns", "replaced", "classes", "aimed", "changed", "regardless", "contributing", "indicating" ], [ "language", "personality", "fear", "speech", "delusions", "dissociative", "paranoid", "dsm", "schizophrenia", "diagnostic" ], [ "fistula", "abdominal", "pleural", "obstruction", "bowel", "cyst", "cysts", "bleeding", "duct", "tract" ], [ "contraindicated", "pharmacology", "suppression", "apart", "contraindications", "dosage", "pharmacokinetics", "consequence", "ranges", "why" ], [ "seizures", "antagonist", "receptors", "dopamine", "affinity", "motor", "pharmacology", "agonist", "serotonin", "generic" ], [ "fracture", "medial", "joint", "lateral", "fractures", "bones", "knee", "nerve", "anterior", "ligament" ], [ "participants", "trial", "approval", "granted", "fda", "gov", "library", "received", "clinicaltrials", "medicinal" ], [ "consequence", "partly", "contributing", "promote", "cyp2d6", "approaches", "fold", "potent", "listed", "partially" ], [ "av", "action", "tachycardia", "ventricular", "block", "angiotensin", "interactions", "node", "pharmacology", "receptors" ], [ "medicines", "generic", "epidemiology", "fda", "necessary", "pharmacology", "administered", "pharmacokinetics", "placebo", "pharmaceuticals" ], [ "synthetic", "instance", "designed", "formulation", "formulations", "meta", "closely", "contributing", "investigation", "introduced" ], [ "blood", "atherosclerosis", "angina", "coronary", "kidney", "artery", "liver", "pancreatitis", "risk", "cardiovascular" ], [ "pharmacology", "generic", "names", "brand", "contraindications", "sold", "pharmacokinetics", "library", "agonist", "dosage" ], [ "in", "cannabis", "from", "homeless", "bismuth", "gold", "was", "homelessness", "by", "as" ], [ "concentration", "acid", "metabolism", "concentrations", "calcium", "excreted", "urine", "mg", "absorption", "excretion" ], [ "women", "birth", "estradiol", "breast", "acetate", "weeks", "pregnancy", "uterine", "brand", "ethinylestradiol" ], [ "heart", "aortic", "aorta", "valve", "ventricular", "left", "cardiac", "right", "ventricle", "mitral" ], [ "organizations", "equivalent", "formulation", "link", "pharmacodynamics", "besides", "comes", "determining", "nevertheless", "capacity" ], [ "corneal", "myopathy", "optic", "dystrophy", "imperfecta", "dysplasia", "syndrome", "glaucoma", "hair", "affected" ], [ "pharmacokinetics", "generic", "library", "compound", "sold", "works", "names", "pharmacology", "pharmaceuticals", "market" ], [ "circumstances", "affinity", "alongside", "usual", "providing", "warning", "necessarily", "maintained", "none", "marketed" ], [ "noise", "brand", "hearing", "loss", "marketed", "turner", "progesterone", "cochlear", "epilepsy", "cochlea" ], [ "company", "his", "products", "he", "century", "five", "produced", "chemical", "product", "displaystyle" ], [ "ball", "which", "is", "bat", "run", "of", "cricket", "runs", "the", "shot" ], [ "ovarian", "contraindications", "mass", "pharmacology", "interactions", "pharmacokinetics", "ultrasound", "contraindicated", "generic", "ovary" ], [ "tablets", "33", "potent", "unlikely", "determining", "link", "ongoing", "promote", "effectively", "importance" ], [ "application", "sold", "approval", "medicines", "library", "marketing", "generic", "medicinal", "exact", "union" ], [ "gram", "infections", "tooth", "staphylococcus", "aureus", "lactamase", "oral", "dental", "bacteria", "bacterial" ], [ "and", "is", "of", "in", "the", "to", "amphetamine", "als", "for", "with" ], [ "inhibiting", "inhibit", "pharmacology", "pharmacokinetics", "contraindications", "library", "metabolized", "sold", "inhibits", "inhibition" ] ]
644.251132
average_word_embeddings_glove.6B.300d
0.752
-0.056339
0.189768
0.262267
42
Wiki Medical
ZeroShotTM
10
[ [ "pharmacology", "marketed", "library", "metabolite", "metabolites", "pharmacokinetics", "contraindications", "excreted", "progestin", "inhibits" ], [ "fda", "autosomal", "recessive", "placebo", "mutations", "mutation", "metabolism", "chromosome", "trial", "approval" ], [ "dosages", "cyp2d6", "metabolite", "names", "clozapine", "formulations", "synthetic", "antagonist", "sale", "metabolized" ], [ "dermatitis", "skin", "cough", "infections", "infection", "oral", "gram", "allergic", "herpes", "prescribed" ], [ "that", "of", "the", "as", "to", "and", "in", "with", "or", "is" ], [ "label", "dosages", "generic", "potent", "marketed", "bioavailability", "affinity", "formulations", "cyp2d6", "warning" ], [ "of", "the", "disease", "in", "is", "to", "by", "are", "and", "blood" ], [ "ventricular", "cardiac", "surgery", "fracture", "muscle", "pressure", "lateral", "heart", "atrial", "anterior" ], [ "metabolite", "metabolites", "pharmacology", "potent", "contraindications", "dizziness", "cyp3a4", "names", "brand", "contraindicated" ], [ "pharmaceutical", "schedule", "marketed", "formulations", "potent", "intramuscular", "series", "prescription", "dosages", "pure" ] ]
542.968781
average_word_embeddings_glove.6B.300d
0.79
-0.072625
0.228312
0.256652
42
Wiki Medical
ZeroShotTM
20
[ [ "of", "in", "the", "is", "are", "and", "as", "by", "which", "it" ], [ "infection", "infections", "fever", "vaccine", "vaccines", "gram", "infected", "cases", "transmission", "disease" ], [ "cell", "chromosome", "cells", "genetic", "mutations", "lymphoma", "gene", "mutation", "genes", "protein" ], [ "generic", "pharmacology", "metabolized", "brand", "sold", "marketed", "potent", "pharmacodynamics", "monoamine", "works" ], [ "library", "sold", "approval", "brand", "medicines", "granted", "product", "participants", "medicinal", "fda" ], [ "synthetic", "conversely", "pharmaceutical", "p450", "basic", "false", "tablets", "potency", "dosages", "supported" ], [ "pharmaceutical", "formulations", "pseudoephedrine", "dosages", "potent", "supporting", "route", "potency", "globally", "banned" ], [ "metabolite", "bioavailability", "dosages", "warning", "regardless", "indication", "formulations", "equally", "orally", "prescription" ], [ "formulations", "pharmaceutical", "formulation", "warning", "importance", "potency", "availability", "costs", "synthetic", "companies" ], [ "nerve", "surgery", "spinal", "joint", "muscles", "fracture", "lateral", "shoulder", "fractures", "pain" ], [ "tooth", "solution", "mouth", "oral", "dental", "chemical", "ulcer", "water", "gas", "exposure" ], [ "formulations", "intensive", "synthesized", "pharmaceutical", "heroin", "dosages", "necessarily", "biosynthesis", "transdermal", "advantage" ], [ "cysts", "cyst", "obstruction", "benign", "purpura", "bowel", "nevus", "ovarian", "congenital", "pancreatic" ], [ "that", "with", "may", "as", "or", "and", "symptoms", "to", "treatment", "be" ], [ "pharmacology", "approval", "product", "brand", "medicines", "names", "marketed", "canada", "sold", "generic" ], [ "disease", "of", "be", "may", "are", "is", "with", "risk", "treatment", "blood" ], [ "metabolites", "availability", "elimination", "pharmacokinetics", "progestin", "roughly", "dosages", "generation", "contraindications", "metabolite" ], [ "was", "in", "on", "the", "to", "and", "by", "that", "of", "for" ], [ "receptors", "doses", "sedation", "overdose", "dopamine", "seizures", "antagonist", "withdrawal", "agonist", "serotonin" ], [ "metabolism", "heart", "cardiac", "failure", "blood", "pressure", "mg", "ventricular", "doses", "urine" ] ]
544.862441
average_word_embeddings_glove.6B.300d
0.77
-0.03216
0.226683
0.280939
42
Wiki Medical
ZeroShotTM
30
[ [ "synthesis", "amino", "inhibition", "molecule", "enzyme", "enzymes", "metabolism", "binding", "acids", "recessive" ], [ "companies", "availability", "supports", "former", "equivalent", "importance", "dosages", "instance", "synthetic", "pharmacodynamics" ], [ "maximum", "contraindicated", "marketed", "pharmacodynamics", "pharmacology", "contraindications", "consensus", "inhibiting", "interval", "future" ], [ "in", "to", "the", "that", "of", "and", "on", "for", "was", "by" ], [ "chromosome", "gene", "syndrome", "genetic", "age", "chromosomes", "twins", "mutations", "growth", "mutation" ], [ "by", "the", "is", "of", "in", "from", "as", "to", "and", "are" ], [ "oil", "animal", "properties", "plants", "products", "solution", "solutions", "chemical", "species", "fish" ], [ "skin", "oral", "infections", "mouth", "allergy", "caused", "allergic", "gram", "common", "cause" ], [ "comparison", "capacity", "pharmaceutical", "synthetic", "identifying", "costs", "strategies", "notably", "companies", "tablets" ], [ "elimination", "concerns", "costs", "equivalent", "comparable", "listed", "differ", "dosing", "peak", "apart" ], [ "identifying", "peak", "supports", "potent", "pharmaceutical", "marked", "warning", "comparable", "explain", "consider" ], [ "trauma", "nasal", "fractures", "fracture", "ear", "healing", "joint", "wrist", "topical", "swelling" ], [ "overdose", "caffeine", "brand", "generic", "administration", "doses", "schedule", "taking", "tablets", "prescribed" ], [ "palsy", "brain", "seizures", "visual", "vision", "motor", "language", "speech", "muscle", "affected" ], [ "substantial", "elimination", "predict", "metabolites", "availability", "instance", "proportion", "pharmaceutical", "subsequently", "companies" ], [ "of", "is", "be", "may", "risk", "in", "with", "treatment", "cancer", "disease" ], [ "the", "to", "in", "and", "amphetamine", "as", "of", "with", "is", "that" ], [ "ventricular", "cardiac", "pressure", "heart", "blood", "altitude", "ventricle", "left", "eclampsia", "atrial" ], [ "elimination", "pharmacokinetics", "ensure", "equivalent", "simply", "contributing", "accepted", "reliable", "identifying", "formulations" ], [ "front", "medial", "surgery", "lateral", "arch", "muscles", "mandibular", "flexor", "vertebrae", "hernia" ], [ "methadone", "pain", "schedule", "opium", "morphine", "may", "fentanyl", "overdose", "opioids", "opioid" ], [ "tumor", "cell", "lymphoma", "tumors", "malignant", "cells", "carcinoma", "prognosis", "chemotherapy", "lymphomas" ], [ "vaccine", "vaccines", "infection", "infected", "virus", "vaccination", "fever", "licensed", "cases", "outbreak" ], [ "pharmacokinetics", "references", "presenting", "generic", "sold", "pathology", "contraindications", "confirm", "metabolized", "presents" ], [ "approval", "granted", "pharmacokinetics", "agency", "library", "randomized", "sold", "medicinal", "received", "medicines" ], [ "ml", "levels", "liver", "concentrations", "mg", "iron", "metabolism", "hormone", "day", "deficiency" ], [ "market", "brand", "sold", "marketing", "pharmacology", "theory", "original", "pharmacokinetics", "medicinal", "union" ], [ "bladder", "imaging", "venous", "contraindications", "vein", "pharmacology", "adrenergic", "obstruction", "bleeding", "artery" ], [ "note", "agreed", "peak", "regardless", "metabolites", "metabolite", "curlie", "supports", "predict", "metabolized" ], [ "disorder", "diagnosis", "disorders", "symptoms", "personality", "bipolar", "they", "dissociation", "dissociative", "their" ] ]
555.715793
average_word_embeddings_glove.6B.300d
0.806667
-0.053082
0.205679
0.261559
42
Wiki Medical
ZeroShotTM
40
[ [ "damage", "seizures", "injury", "muscle", "amnesia", "brain", "nerve", "sedation", "side", "spinal" ], [ "blood", "cause", "due", "altitude", "pressure", "oxygen", "diving", "high", "fluid", "hypoxia" ], [ "fever", "infected", "vaccines", "infection", "vaccine", "virus", "licensed", "endemic", "vaccination", "encephalitis" ], [ "purpura", "diseases", "pulmonary", "vasculitis", "autoimmune", "lupus", "lung", "rheumatoid", "edema", "bile" ], [ "medicines", "contraindications", "gram", "generic", "marketing", "library", "sold", "resistant", "complicated", "interactions" ], [ "gene", "chromosome", "mutations", "genetic", "mutation", "chromosomes", "puberty", "syndrome", "copy", "autosomal" ], [ "nor", "profile", "capacity", "equivalent", "reliable", "determining", "substantial", "stronger", "greatly", "conversely" ], [ "incontinence", "bladder", "pelvic", "pain", "vaginal", "infections", "common", "injuries", "cough", "urinary" ], [ "risk", "pregnancy", "donation", "miscarriage", "preterm", "donor", "weeks", "donors", "gestational", "abortion" ], [ "designed", "differ", "market", "company", "former", "companies", "comparison", "regardless", "maintaining", "british" ], [ "why", "peak", "pharmaceutical", "starts", "comparable", "combinations", "amongst", "allowing", "comes", "regardless" ], [ "determining", "obtain", "accurate", "estimate", "peak", "existing", "predict", "none", "controversial", "concerns" ], [ "pharmacokinetics", "contraindications", "pharmacology", "fibers", "altered", "contraindicated", "autonomic", "library", "nerves", "metabolized" ], [ "in", "as", "was", "by", "and", "gold", "the", "of", "to", "on" ], [ "fracture", "femoral", "hernia", "medial", "ligament", "flexor", "arch", "digits", "distal", "lateral" ], [ "topical", "lens", "teeth", "mouth", "oral", "tooth", "mucosa", "maxillary", "tongue", "epithelium" ], [ "strongly", "identifying", "tools", "pharmaceutical", "substantial", "obtain", "equivalent", "nor", "employed", "lose" ], [ "is", "the", "which", "ethanol", "this", "ball", "by", "are", "from", "it" ], [ "granted", "tumors", "benign", "tumor", "participants", "dysplasia", "medicinal", "metastatic", "approval", "clinicaltrials" ], [ "granted", "medicinal", "approval", "sold", "agency", "medicines", "marketing", "library", "union", "clinicaltrials" ], [ "of", "disease", "insulin", "treatment", "is", "aas", "with", "in", "drospirenone", "and" ], [ "former", "importance", "ensure", "capacity", "providing", "decades", "advantage", "costs", "concerns", "greatly" ], [ "coagulation", "hemolysis", "inhibiting", "produces", "bilirubin", "inhibit", "hemolytic", "adrenal", "ace", "aldosterone" ], [ "levels", "absorption", "deficiency", "enzyme", "vitamin", "acid", "iron", "concentrations", "metabolism", "synthesis" ], [ "company", "song", "character", "greek", "science", "ancient", "century", "him", "series", "popular" ], [ "skin", "plants", "solution", "solutions", "sulfate", "oil", "fish", "applications", "plant", "industrial" ], [ "identifying", "estimate", "perhaps", "predict", "indicating", "nor", "contributing", "monitored", "effectively", "achieve" ], [ "gender", "orgasm", "were", "who", "was", "their", "abuse", "that", "they", "violence" ], [ "inhibiting", "strongly", "pharmacokinetics", "chemistry", "unlikely", "explain", "reliable", "pharmacology", "seems", "partly" ], [ "disorder", "symptoms", "sleep", "use", "insomnia", "cannabis", "with", "treatment", "bp", "patients" ], [ "generic", "contraindicated", "pharmacology", "supported", "weak", "leaving", "superior", "pharmacokinetics", "immediate", "pharmacodynamics" ], [ "with", "and", "is", "of", "that", "as", "to", "are", "oxytocin", "autism" ], [ "speech", "disorders", "language", "disorder", "personality", "dreams", "schizophrenia", "diagnostic", "dream", "delusions" ], [ "generic", "names", "pharmacokinetics", "contraindications", "extended", "formulation", "marketed", "pharmacology", "brand", "weak" ], [ "in", "and", "the", "for", "to", "noise", "is", "of", "be", "with" ], [ "ige", "allergy", "allergen", "allergic", "food", "asthma", "allergens", "anaphylaxis", "allergies", "people" ], [ "cell", "lymphoma", "lymphomas", "myeloma", "patients", "leukemia", "plasma", "prognosis", "cells", "survival" ], [ "administration", "dose", "brand", "mg", "overdose", "generic", "placebo", "tablets", "doses", "prescription" ], [ "atrial", "ventricular", "cardiac", "av", "heart", "tachycardia", "block", "left", "adrenergic", "node" ], [ "ten", "original", "film", "technology", "theory", "marketing", "introduced", "partly", "maximum", "market" ] ]
558.083581
average_word_embeddings_glove.6B.300d
0.82
-0.048465
0.200409
0.281269
42
Wiki Medical
ZeroShotTM
50
[ [ "sexual", "personality", "gender", "dsm", "disorder", "conduct", "disorders", "identity", "desire", "dissociative" ], [ "marketed", "effectively", "generic", "names", "elimination", "85", "pharmacology", "library", "hydrochloride", "intended" ], [ "vertebrae", "bone", "arch", "forearm", "medial", "thumb", "side", "flexor", "humerus", "lateral" ], [ "curlie", "increasingly", "sub", "nevertheless", "supporting", "peak", "seem", "investigated", "relevant", "reliable" ], [ "autoimmune", "vasculitis", "involvement", "medicines", "retinal", "mediated", "approval", "marketing", "neutropenia", "medicinal" ], [ "french", "sold", "marketing", "names", "generic", "pharmacology", "designed", "brand", "chemistry", "expected" ], [ "partly", "comparable", "determining", "comparison", "manufacturer", "greatly", "1960s", "considerably", "indicating", "estimate" ], [ "injuries", "injury", "pressure", "trauma", "pneumothorax", "blunt", "burns", "wounds", "can", "fractures" ], [ "twin", "twins", "conjoined", "was", "were", "their", "they", "who", "law", "heads" ], [ "chemistry", "strongly", "peak", "whole", "contributing", "potent", "indeed", "equivalent", "contraindications", "independently" ], [ "nevertheless", "indicating", "identifying", "starting", "amongst", "concerns", "determining", "classes", "accepted", "closely" ], [ "pharmacokinetics", "sold", "contraindications", "names", "marketing", "pharmacology", "generic", "library", "chemistry", "cyp3a4" ], [ "chromosomes", "chromosome", "autosomal", "recessive", "copy", "genetics", "granted", "fda", "extra", "deletion" ], [ "generic", "borne", "marketing", "tick", "approval", "approved", "fda", "cattle", "humans", "safety" ], [ "indian", "roughly", "album", "series", "increasingly", "german", "comparison", "why", "1976", "today" ], [ "works", "generic", "names", "pharmacokinetics", "pharmacology", "properties", "contraindications", "marketed", "pharmaceutical", "prescriptions" ], [ "left", "ventricle", "heart", "ventricular", "atrial", "cardiac", "adrenergic", "valve", "tachycardia", "av" ], [ "muscle", "affected", "motor", "loss", "genetic", "mutation", "gene", "degeneration", "mutations", "alzheimers" ], [ "knee", "disc", "nerve", "fracture", "numbness", "wrist", "spinal", "block", "cervical", "fractures" ], [ "dermatitis", "mouth", "stomatitis", "oral", "aphthous", "condition", "cutaneous", "syndrome", "ulceration", "cheilitis" ], [ "doses", "mg", "dose", "overdose", "metabolites", "concentrations", "hours", "tablets", "metabolite", "administration" ], [ "immune", "factor", "cells", "cell", "express", "response", "marrow", "antigens", "antigen", "antibodies" ], [ "of", "with", "and", "in", "aspirin", "is", "endometrial", "aas", "for", "osa" ], [ "sedation", "drug", "schedule", "overdose", "opioid", "naloxone", "gabaa", "withdrawal", "sedative", "benzodiazepine" ], [ "bronchitis", "infections", "streptococcus", "pseudomonas", "gram", "bacterial", "aureus", "infection", "staphylococcus", "pneumonia" ], [ "renal", "hemolytic", "ace", "contraindications", "inhibition", "b12", "angiotensin", "secondary", "aldosterone", "hemolysis" ], [ "methamphetamine", "to", "of", "is", "and", "amphetamine", "that", "as", "or", "dextroamphetamine" ], [ "rule", "extended", "marketed", "pharmacokinetics", "generic", "pharmacodynamics", "patented", "hence", "pharmacology", "develops" ], [ "the", "in", "to", "and", "as", "for", "of", "that", "by", "gold" ], [ "which", "botulism", "used", "ethanol", "color", "green", "electrode", "electrodes", "displaystyle", "electron" ], [ "psychotic", "speech", "word", "antipsychotic", "pharmacology", "symptom", "brand", "schizophrenia", "sold", "communication" ], [ "elimination", "roughly", "controlling", "determining", "substantial", "shorter", "explain", "1970s", "restrictions", "reliable" ], [ "people", "disease", "risk", "with", "crohns", "patients", "may", "kidney", "liver", "cirrhosis" ], [ "testosterone", "pituitary", "hormone", "thyroid", "levels", "tsh", "estrogen", "production", "gland", "prolactin" ], [ "smoking", "economic", "income", "tobacco", "employment", "poverty", "for", "cigarettes", "smoke", "homeless" ], [ "science", "pharmaceuticals", "marketing", "pharmaceutical", "sold", "instance", "english", "2001", "medicinal", "john" ], [ "decision", "route", "nevertheless", "company", "pharmaceutical", "rats", "contributing", "numerous", "1997", "unlikely" ], [ "availability", "obtain", "identifying", "equivalent", "peak", "regardless", "inactive", "unlikely", "cyp2d6", "predictive" ], [ "obtain", "actually", "supported", "reliable", "greatly", "bioavailability", "determining", "comparable", "indicating", "consensus" ], [ "rabies", "influenza", "immunization", "vaccines", "vaccine", "disease", "infection", "measles", "cases", "attenuated" ], [ "eating", "binge", "nervosa", "anorexia", "symptoms", "bp", "patients", "fibromyalgia", "mania", "manic" ], [ "song", "novel", "film", "album", "series", "refer", "company", "television", "disambiguation", "2001" ], [ "patented", "generic", "pharmacokinetics", "endoscopy", "names", "nasal", "organizations", "pharmacology", "potent", "corticosteroid" ], [ "intrauterine", "fetal", "weeks", "pregnancy", "birth", "uterus", "uterine", "sperm", "gestational", "amniotic" ], [ "cancer", "lymphoma", "carcinoma", "tumor", "tumors", "cell", "prognosis", "chemotherapy", "metastatic", "hodgkin" ], [ "teeth", "hair", "acne", "tooth", "skin", "topical", "warts", "scalp", "peroxide", "follicles" ], [ "enzyme", "vitamin", "synthesis", "diet", "deficiency", "amino", "coa", "absorption", "acid", "metabolism" ], [ "of", "and", "to", "in", "or", "is", "are", "the", "on", "by" ], [ "bicalutamide", "smallpox", "clozapine", "oxytocin", "the", "is", "of", "in", "that", "flutamide" ], [ "abdominal", "vein", "bladder", "bowel", "obstruction", "aneurysm", "rupture", "duct", "pancreatic", "bile" ] ]
559.912123
average_word_embeddings_glove.6B.300d
0.802
-0.035801
0.20886
0.29974
42
ArXiv ML Papers
ECRTM
10
[ [ "media", "review", "solving", "games", "stochastic", "pipelines", "proximal", "implementations", "descent", "solvers" ], [ "traffic", "server", "accelerators", "rank", "devices", "hardware", "tensor", "computing", "consumption", "distributed" ], [ "researchers", "questions", "ml", "social", "health", "research", "software", "human", "practices", "ai" ], [ "objects", "width", "depth", "geometric", "theory", "activation", "relu", "pooling", "perturbations", "calibration" ], [ "agent", "rl", "policy", "agents", "reinforcement", "reward", "regret", "action", "actions", "environment" ], [ "embeddings", "embedding", "link", "nodes", "node", "graph", "graphs", "representations", "vertex", "latent" ], [ "attack", "attacks", "perturbations", "adversarial", "defense", "privacy", "against", "gan", "perturbation", "attacker" ], [ "estimator", "bound", "epsilon", "bounds", "varepsilon", "pac", "log", "posterior", "regret", "convex" ], [ "ct", "cancer", "cell", "segmentation", "patients", "covid", "video", "cnn", "driving", "eeg" ], [ "encoder", "decoder", "languages", "transformer", "language", "layers", "speech", "pre", "rnn", "character" ] ]
54.980688
average_word_embeddings_glove.6B.300d
0.98
-0.11699
0.125729
0.918229
42
ArXiv ML Papers
ECRTM
20
[ [ "tensor", "traffic", "forecasting", "forecast", "series", "completion", "rank", "forecasts", "anomaly", "weather" ], [ "perturbation", "defense", "vulnerable", "attack", "attacker", "privacy", "attacks", "adversarial", "perturbations", "security" ], [ "nodes", "recommendation", "metric", "recommender", "topic", "documents", "textual", "item", "items", "embeddings" ], [ "sqrt", "bandit", "varepsilon", "regret", "epsilon", "frac", "bounds", "log", "delta", "bound" ], [ "video", "speaker", "enhancement", "voice", "speech", "audio", "net", "acoustic", "lstm", "multimodal" ], [ "bounds", "pac", "cross", "bound", "relu", "bayesian", "generalization", "kernels", "approximations", "entropy" ], [ "quantization", "devices", "accelerators", "pruning", "hardware", "communication", "bit", "server", "memory", "bandwidth" ], [ "rl", "reward", "agent", "policy", "reinforcement", "action", "environment", "robot", "agents", "policies" ], [ "cell", "supervised", "images", "segmentation", "labeled", "contrastive", "unlabeled", "supervision", "augmentation", "image" ], [ "boosting", "forgetting", "distillation", "overhead", "concepts", "streams", "release", "grained", "experiences", "publicly" ], [ "fair", "groups", "metric", "outlier", "label", "fairness", "causal", "delta", "candidates", "labels" ], [ "likelihood", "posterior", "monte", "variational", "variables", "divergence", "carlo", "approximate", "density", "mcmc" ], [ "activation", "functional", "relu", "calibration", "cnns", "treatment", "explanation", "uncertainty", "cnn", "width" ], [ "questions", "subjects", "health", "human", "social", "ml", "research", "researchers", "compliance", "software" ], [ "graphs", "node", "gnn", "graph", "nodes", "gnns", "pooling", "geometric", "convolutions", "spectral" ], [ "recurrent", "translation", "visual", "language", "languages", "word", "transformers", "relations", "reasoning", "answering" ], [ "stochastic", "iteration", "descent", "convex", "subspace", "optimization", "convergence", "gradient", "proximal", "accelerated" ], [ "segmentation", "ct", "detector", "forest", "patients", "19", "svm", "covid", "cancer", "whole" ], [ "review", "physics", "scientific", "science", "computer", "engineering", "quantum", "physical", "sound", "technologies" ], [ "coding", "image", "eeg", "manipulation", "pipelines", "channel", "channels", "video", "media", "quantum" ] ]
140.856826
average_word_embeddings_glove.6B.300d
0.95
-0.129458
0.139808
0.916233
42
ArXiv ML Papers
ECRTM
30
[ [ "bert", "sentences", "word", "languages", "language", "sentence", "text", "bleu", "answering", "translation" ], [ "quantization", "pruning", "accelerators", "hardware", "convolution", "consumption", "lstm", "memory", "asynchronous", "bit" ], [ "converges", "games", "graphs", "game", "sum", "equation", "solvers", "transport", "recovery", "gaussian" ], [ "server", "teacher", "communication", "decentralized", "federated", "centralized", "agent", "devices", "agents", "distributed" ], [ "width", "activation", "pruned", "separable", "neurons", "relu", "initialization", "layer", "pooling", "activations" ], [ "em", "theoretic", "alternating", "regime", "recovery", "mathbb", "label", "regression", "matrix", "norm" ], [ "contrastive", "teacher", "alignment", "adaptation", "transfer", "unlabeled", "domain", "distillation", "shot", "labeled" ], [ "manifold", "clustering", "shape", "subspace", "geometric", "clusters", "subspaces", "cluster", "smoothing", "magnetic" ], [ "vehicle", "attacks", "iot", "traffic", "attack", "service", "driving", "detect", "detection", "vehicles" ], [ "resolution", "operate", "recurrent", "super", "centric", "net", "modular", "pixel", "particle", "diffusion" ], [ "defense", "attacks", "adversarial", "perturbations", "box", "attacker", "attack", "black", "vulnerable", "white" ], [ "gan", "samples", "operator", "generator", "varepsilon", "dynamical", "specified", "players", "imbalance", "discusses" ], [ "weather", "forecasting", "mcmc", "day", "forecasts", "autoregressive", "posterior", "forecast", "variables", "monte" ], [ "flows", "inverse", "flow", "kernels", "informed", "quantum", "temperature", "normalizing", "physics", "surrogate" ], [ "gradient", "max", "min", "convergence", "convex", "stochastic", "epsilon", "descent", "accelerated", "proximal" ], [ "quantum", "documents", "metric", "query", "stream", "mining", "distance", "big", "queries", "machines" ], [ "missing", "rank", "anomaly", "health", "series", "patient", "matrix", "completion", "tensor", "anomalies" ], [ "patient", "covid", "net", "diagnosis", "ct", "cancer", "19", "patients", "curve", "disease" ], [ "style", "channel", "eeg", "speaker", "speech", "acoustic", "voice", "audio", "signals", "separation" ], [ "label", "imbalanced", "predictors", "boosting", "neighbor", "massive", "mri", "expectation", "base", "xgboost" ], [ "bayesian", "entropy", "divergence", "variational", "approximation", "posterior", "bounds", "bound", "pac", "mutual" ], [ "survey", "engineering", "explainable", "software", "practices", "challenges", "researchers", "review", "development", "intelligence" ], [ "transformers", "nas", "cell", "segmentation", "scaling", "imagenet", "split", "cells", "expand", "resolution" ], [ "3d", "object", "robot", "objects", "visual", "camera", "pose", "scene", "video", "hypothesis" ], [ "frac", "epsilon", "regret", "arm", "delta", "sqrt", "bandits", "bandit", "tilde", "bounds" ], [ "rl", "agent", "policy", "reward", "reinforcement", "robot", "policies", "action", "actions", "imitation" ], [ "graph", "gnns", "graphs", "nodes", "link", "node", "gnn", "vertex", "embeddings", "protein" ], [ "ml", "subjects", "researchers", "social", "health", "questions", "causal", "research", "human", "people" ], [ "private", "privacy", "gan", "federated", "dl", "gans", "generative", "differentially", "membership", "image" ], [ "pipelines", "explanations", "channel", "media", "coding", "manipulation", "wireless", "counterfactual", "taxonomy", "produced" ] ]
93.86632
average_word_embeddings_glove.6B.300d
0.93
-0.14431
0.13755
0.92267
42
ArXiv ML Papers
ECRTM
40
[ [ "noisy", "air", "tests", "treatment", "characterize", "presence", "profile", "bias", "scenario", "score" ], [ "norm", "em", "subspace", "subspaces", "algebra", "alternating", "manifold", "convex", "regime", "exchange" ], [ "sqrt", "regret", "bandit", "frac", "epsilon", "varepsilon", "bandits", "tilde", "mathcal", "arms" ], [ "bleu", "language", "text", "sentence", "languages", "word", "speech", "character", "translation", "audio" ], [ "overfitting", "shape", "geometric", "3d", "delta", "concern", "manual", "samples", "ask", "svhn" ], [ "reinforcement", "reward", "policy", "policies", "rl", "agent", "action", "planning", "rewards", "actions" ], [ "perturbation", "defend", "private", "attacks", "privacy", "gan", "adversarial", "defense", "differentially", "attack" ], [ "decade", "clinical", "media", "survey", "pipelines", "directions", "taxonomy", "software", "coding", "disease" ], [ "smoothing", "clusters", "cluster", "clustering", "accelerated", "nonconvex", "discovery", "heavy", "unconstrained", "regularization" ], [ "predictions", "third", "consensus", "ranking", "former", "relative", "ground", "round", "sub", "revealed" ], [ "recurrent", "gender", "words", "lstm", "modules", "rnns", "decoding", "reading", "internal", "units" ], [ "frames", "scene", "object", "pose", "segment", "video", "camera", "objects", "frame", "hypothesis" ], [ "item", "recommender", "recommendation", "quantum", "items", "query", "search", "users", "user", "recommendations" ], [ "transfer", "adaptation", "shot", "teacher", "alignment", "domain", "catastrophic", "forgetting", "distillation", "student" ], [ "squares", "coding", "transmission", "channel", "eeg", "speech", "enhancement", "signals", "dictionary", "frequency" ], [ "centric", "resolution", "accuracies", "super", "optical", "virtual", "boosting", "coverage", "enhances", "diffusion" ], [ "vae", "forecast", "posterior", "forecasting", "forecasts", "variables", "monte", "mcmc", "carlo", "weather" ], [ "compositional", "inducing", "temperature", "gps", "approximated", "kernels", "kernel", "precision", "approximations", "approximation" ], [ "probabilistic", "program", "programming", "python", "personal", "2015", "xgboost", "2019", "library", "explanation" ], [ "detection", "attacks", "attack", "malware", "traffic", "vehicle", "malicious", "detect", "iot", "intrusion" ], [ "ascent", "descent", "max", "convergence", "stochastic", "proximal", "convex", "convexity", "smoothness", "momentum" ], [ "robot", "fairness", "undesirable", "rise", "humans", "fair", "robotic", "rich", "goals", "encodes" ], [ "explanations", "explaining", "explainable", "explanation", "counterfactual", "cnn", "fidelity", "concepts", "ensemble", "humans" ], [ "19", "healthy", "patients", "cancer", "sensors", "day", "ct", "covid", "85", "diagnosis" ], [ "physics", "differential", "equations", "boundary", "stability", "quantum", "equation", "informed", "dynamical", "controller" ], [ "graphs", "link", "graph", "nodes", "node", "gnns", "vertex", "vertices", "gnn", "embeddings" ], [ "cloud", "demand", "demands", "accelerators", "physics", "services", "execute", "rapid", "utilization", "asynchronous" ], [ "individuals", "questions", "subjects", "survey", "ml", "communities", "compliance", "people", "researchers", "participants" ], [ "fair", "distinguishing", "candidates", "neighbor", "label", "criteria", "topics", "fairness", "groups", "nearest" ], [ "entries", "rank", "completion", "tensor", "matrix", "stream", "nonnegative", "factorization", "decomposition", "tensors" ], [ "formalism", "solves", "correctness", "transport", "cycles", "inner", "enforce", "constrain", "formalize", "optimisation" ], [ "server", "communication", "federated", "decentralized", "devices", "distributed", "centralized", "bandwidth", "iteration", "throughout" ], [ "estimators", "nonparametric", "bounds", "pac", "estimator", "bayes", "mutual", "bayesian", "bound", "lasso" ], [ "driving", "teacher", "minimax", "separable", "layer", "student", "group", "induced", "safety", "fraction" ], [ "adversarial", "calibration", "adversaries", "perturbations", "confidence", "infty", "worst", "predictors", "landscape", "poorly" ], [ "look", "measure", "distance", "interpolation", "positive", "metric", "were", "measurements", "similarity", "was" ], [ "filter", "pooling", "cancer", "cell", "net", "resonance", "localization", "segmentation", "imaging", "track" ], [ "industry", "authors", "documents", "engineering", "scientific", "software", "database", "textual", "technologies", "project" ], [ "supervised", "annotated", "semi", "dl", "augmentation", "annotation", "weakly", "unlabeled", "labeled", "contrastive" ], [ "hardware", "compact", "quantization", "pruning", "pruned", "convolution", "quantized", "activation", "scaling", "initialization" ] ]
94.319338
average_word_embeddings_glove.6B.300d
0.9575
-0.207852
0.137806
0.928719
42
ArXiv ML Papers
ECRTM
50
[ [ "market", "records", "year", "patient", "lstm", "disease", "health", "weather", "patients", "city" ], [ "question", "biases", "bias", "material", "materials", "classified", "answering", "answers", "gives", "test" ], [ "estimator", "bounds", "bound", "depend", "tight", "pac", "asymptotic", "mutual", "theoretic", "infinite" ], [ "probabilistic", "asymptotically", "programming", "distributional", "locations", "program", "mild", "stationary", "library", "ideal" ], [ "enhancement", "net", "video", "segmentation", "audio", "cancer", "localization", "convolution", "extraction", "18" ], [ "document", "candidates", "causal", "recovery", "add", "distinguishing", "groups", "impossible", "outcomes", "vary" ], [ "character", "speech", "speaker", "audio", "corpus", "text", "languages", "bleu", "acoustic", "voice" ], [ "defense", "attack", "perturbation", "robustness", "perturbations", "attacker", "adversarial", "attacks", "vulnerable", "gan" ], [ "teacher", "student", "distillation", "transfer", "meta", "auxiliary", "tune", "knowledge", "look", "fine" ], [ "solves", "games", "principled", "correlated", "sum", "favorable", "converges", "transport", "cycles", "oracle" ], [ "expand", "cells", "instances", "cell", "split", "segmentation", "post", "nas", "center", "re" ], [ "imbalance", "virtual", "boosting", "centric", "fusion", "unprecedented", "normalization", "imbalanced", "competition", "score" ], [ "channel", "eeg", "channels", "transmission", "separation", "noise", "discriminative", "wireless", "regularized", "coding" ], [ "players", "survey", "overview", "implementations", "cooperative", "growing", "conclude", "rl", "financial", "pytorch" ], [ "pooling", "identity", "objects", "transformations", "representations", "separable", "shape", "geometric", "graphs", "convolutions" ], [ "curve", "documents", "tests", "specified", "safety", "frac", "decoder", "forest", "reconstructed", "quality" ], [ "subjects", "project", "researchers", "ml", "participants", "questions", "projects", "compliance", "research", "people" ], [ "accelerated", "proximal", "convex", "ascent", "min", "convergence", "momentum", "descent", "convexity", "epsilon" ], [ "nodes", "graphs", "gnns", "node", "graph", "gnn", "link", "neighborhood", "edges", "walk" ], [ "tilde", "delta", "varepsilon", "arms", "armed", "confidence", "arm", "bandit", "mathcal", "calibration" ], [ "informed", "sacrificing", "physics", "advanced", "allocation", "options", "chemical", "involve", "forward", "curse" ], [ "cnn", "explanations", "explainable", "explaining", "counterfactual", "explain", "explanation", "intelligence", "practices", "help" ], [ "interventions", "differentially", "private", "user", "privacy", "fairness", "federated", "social", "learners", "sensitive" ], [ "recommender", "reasoning", "items", "recommendation", "aspect", "event", "interactions", "item", "forgetting", "preferences" ], [ "policy", "policies", "action", "robot", "rl", "imitation", "reward", "reinforcement", "agent", "planning" ], [ "interpretability", "differences", "release", "affecting", "granularity", "involved", "measuring", "concepts", "grained", "claim" ], [ "review", "imaging", "dl", "technologies", "addressed", "surface", "cognitive", "computer", "physics", "scientific" ], [ "transformers", "multimodal", "relations", "robot", "reasoning", "bert", "transferring", "base", "questions", "grounded" ], [ "quantum", "queries", "big", "reference", "svm", "query", "trees", "stream", "showed", "mining" ], [ "medicine", "alternating", "covariates", "completion", "reached", "matrix", "rank", "recover", "measurements", "day" ], [ "19", "semantic", "sensor", "regular", "interaction", "covid", "analyzed", "visual", "driving", "music" ], [ "sentiment", "word", "words", "gender", "personal", "nlp", "lstm", "programs", "language", "document" ], [ "normalizing", "inverse", "flows", "sufficiently", "approximated", "transform", "root", "viewed", "universal", "equipped" ], [ "power", "analytics", "consumption", "activations", "energy", "spectrum", "filters", "relationship", "landscape", "encodes" ], [ "attack", "security", "iot", "traffic", "bert", "attacks", "detect", "platforms", "services", "things" ], [ "forecasts", "forecasting", "series", "forecast", "dynamics", "engineering", "demand", "multivariate", "processes", "dynamical" ], [ "quantization", "accelerators", "pruning", "hardware", "bit", "convolution", "gpus", "pruned", "quantized", "compact" ], [ "unlabeled", "labeling", "labeled", "labels", "augmentation", "label", "supervised", "contrastive", "semi", "weakly" ], [ "vanishing", "relu", "initialization", "activation", "width", "boundary", "neuron", "nets", "exponentially", "kernels" ], [ "algebra", "norm", "tensor", "nonnegative", "entries", "subspaces", "subspace", "sketch", "factorization", "tensors" ], [ "patients", "ct", "cancer", "eye", "healthy", "auc", "detector", "85", "transparent", "83" ], [ "conditioning", "adaptation", "hypothesis", "shift", "shot", "video", "alignment", "person", "camera", "domain" ], [ "operates", "gradually", "pose", "geometry", "object", "objects", "sensing", "choose", "3d", "act" ], [ "equations", "treatment", "partial", "database", "evaluations", "forces", "simulation", "versus", "stability", "least" ], [ "bandit", "regret", "epsilon", "sqrt", "communication", "bandits", "round", "agent", "distributed", "horizon" ], [ "bandwidth", "devices", "communication", "centralized", "server", "throughout", "decentralized", "distributed", "federated", "emerging" ], [ "divergence", "posterior", "variational", "monte", "carlo", "mcmc", "chain", "variables", "vae", "likelihood" ], [ "digital", "pipelines", "reports", "media", "broader", "taxonomy", "developers", "twitter", "directions", "name" ], [ "families", "distance", "view", "clusters", "clustering", "ranking", "metric", "cluster", "semi", "active" ], [ "reconstruction", "aggregation", "resolution", "generator", "anomaly", "reduced", "retrieval", "images", "avoiding", "1d" ] ]
98.618626
average_word_embeddings_glove.6B.300d
0.95
-0.226945
0.119285
0.927188
42
BBC News
ECRTM
10
[ [ "phone", "tv", "phones", "3g", "video", "broadband", "digital", "sony", "mobile", "mobiles" ], [ "ireland", "victory", "rugby", "coach", "cardiff", "italy", "france", "wales", "cup", "ball" ], [ "concert", "whose", "tour", "protests", "cancelled", "singer", "collins", "albums", "glasgow", "edinburgh" ], [ "prices", "oil", "quarter", "rise", "exports", "growth", "yukos", "sales", "china", "bank" ], [ "programs", "users", "virus", "microsoft", "software", "windows", "critical", "security", "viruses", "spam" ], [ "drama", "spanish", "viewers", "hop", "the", "content", "rap", "hip", "language", "human" ], [ "election", "prime", "tories", "tory", "blair", "party", "labour", "howard", "liberal", "lib" ], [ "arsenal", "deutsche", "chelsea", "club", "boss", "league", "champions", "premiership", "manchester", "mourinho" ], [ "actor", "oscar", "award", "actress", "film", "awards", "aviator", "nominations", "nominated", "best" ], [ "economic", "lisbon", "targets", "growth", "economy", "brown", "song", "blair", "eu", "the" ] ]
48.00786
average_word_embeddings_glove.6B.300d
0.97
0.045989
0.202837
0.920983
42
BBC News
ECRTM
20
[ [ "election", "blair", "tory", "labour", "howard", "tories", "party", "kennedy", "prime", "conservatives" ], [ "deficit", "dollar", "economic", "budget", "china", "eu", "exports", "yukos", "currency", "economy" ], [ "glasgow", "injury", "cardiff", "edinburgh", "squad", "rugby", "everton", "bath", "leeds", "park" ], [ "aviator", "nominated", "actress", "award", "oscars", "film", "oscar", "actor", "supporting", "awards" ], [ "euros", "stock", "vehicles", "profits", "exchange", "deutsche", "shares", "google", "takeover", "shareholders" ], [ "tax", "increase", "the", "minimum", "comedy", "of", "government", "to", "trial", "song" ], [ "aid", "christmas", "chart", "band", "singles", "sony", "nintendo", "charts", "charity", "console" ], [ "rugby", "japan", "cup", "olympic", "book", "60m", "smith", "championships", "assistant", "gardener" ], [ "la", "opera", "box", "album", "starring", "comedy", "7m", "8m", "theatre", "singer" ], [ "wales", "robinson", "coach", "france", "ball", "victory", "cardiff", "ireland", "goal", "minutes" ], [ "india", "pension", "oil", "sector", "gas", "unions", "viewers", "fuel", "production", "plant" ], [ "secretary", "lord", "lords", "commons", "clarke", "law", "affairs", "lib", "house", "police" ], [ "chelsea", "arsenal", "club", "mourinho", "champions", "league", "madrid", "premier", "liverpool", "boss" ], [ "gazprom", "bank", "yukos", "charges", "peer", "court", "legal", "lawyers", "filed", "bankruptcy" ], [ "consumer", "quarter", "sales", "rose", "rates", "rise", "retail", "growth", "prices", "housing" ], [ "programs", "users", "windows", "virus", "microsoft", "software", "viruses", "spam", "security", "search" ], [ "broadcasting", "concert", "critical", "la", "morgan", "cardiff", "bench", "stations", "opera", "host" ], [ "hop", "spanish", "hip", "music", "silk", "lisbon", "rap", "spain", "eu", "party" ], [ "gadgets", "mobile", "mobiles", "broadband", "apple", "phones", "digital", "handsets", "phone", "sony" ], [ "seed", "indoor", "tennis", "australian", "celtic", "championships", "olympic", "champion", "roddick", "holmes" ] ]
58.006272
average_word_embeddings_glove.6B.300d
0.94
-0.062693
0.193699
0.930736
42
BBC News
ECRTM
30
[ [ "lord", "court", "lords", "law", "ruling", "commons", "blunkett", "judge", "cabinet", "secretary" ], [ "deutsche", "arsenal", "chelsea", "club", "liverpool", "premier", "mourinho", "talks", "league", "bid" ], [ "norwich", "champion", "stuart", "indoor", "olympic", "championships", "holmes", "gold", "henman", "everton" ], [ "indian", "gas", "oil", "india", "fuel", "energy", "owned", "cancelled", "contract", "mtv" ], [ "festival", "opera", "musical", "actor", "singer", "award", "hughes", "film", "la", "starred" ], [ "phones", "mobiles", "mobile", "broadcasting", "broadband", "tv", "phone", "handsets", "sky", "operators" ], [ "cardiff", "italy", "wales", "victory", "capt", "gara", "ball", "coach", "penalty", "ireland" ], [ "fa", "rugby", "edinburgh", "glasgow", "premiership", "everton", "cardiff", "injury", "chelsea", "stuart" ], [ "box", "8m", "theatre", "la", "4m", "7m", "comedy", "starring", "film", "opera" ], [ "bath", "champions", "lions", "leicester", "ferguson", "andy", "robinson", "squad", "england", "woodward" ], [ "la", "pension", "transport", "quarter", "gdp", "worker", "bench", "opera", "vehicles", "morgan" ], [ "best", "awards", "film", "aviator", "award", "actress", "oscars", "nominations", "nominated", "scorsese" ], [ "lisbon", "eu", "growth", "report", "economic", "policies", "social", "targets", "economy", "agenda" ], [ "russian", "bank", "yukos", "gazprom", "auction", "bankruptcy", "court", "oil", "russia", "charges" ], [ "her", "collins", "greek", "champion", "doping", "banned", "drugs", "wimbledon", "olympics", "athletes" ], [ "proposals", "lib", "local", "council", "democrats", "liberal", "dems", "tax", "housing", "councils" ], [ "album", "park", "singer", "elvis", "concert", "band", "glasgow", "u2", "rock", "chart" ], [ "party", "tory", "prime", "howard", "tories", "blair", "brown", "labour", "election", "tony" ], [ "data", "sites", "users", "site", "google", "search", "web", "traffic", "net", "visual" ], [ "best", "prize", "song", "awards", "robbie", "music", "pop", "award", "williams", "love" ], [ "immigration", "the", "parties", "party", "increase", "silk", "minimum", "tax", "election", "inflation" ], [ "quarter", "exports", "rise", "rose", "growth", "prices", "housing", "fall", "economist", "fell" ], [ "profits", "stock", "euros", "shares", "deutsche", "takeover", "shareholders", "vehicles", "profit", "exchange" ], [ "oscar", "novel", "assistant", "refused", "book", "actor", "film", "voice", "smith", "death" ], [ "band", "chart", "singles", "rap", "aid", "christmas", "sales", "spanish", "charity", "aids" ], [ "ray", "sony", "id", "cards", "dvd", "dvds", "definition", "studios", "games", "technology" ], [ "users", "software", "virus", "windows", "microsoft", "programs", "viruses", "security", "critical", "malicious" ], [ "china", "rugby", "deficit", "chinese", "hong", "japanese", "japan", "dollar", "cup", "kong" ], [ "viewers", "interactive", "tv", "linux", "favourite", "mac", "ibm", "content", "drama", "mini" ], [ "gadget", "apple", "gadgets", "hunting", "consumers", "electronics", "ipod", "devices", "consumer", "camera" ] ]
62.564537
average_word_embeddings_glove.6B.300d
0.886667
-0.034558
0.193317
0.93518
42
BBC News
ECRTM
40
[ [ "mobiles", "phones", "broadband", "operators", "services", "broadcasting", "download", "handsets", "tv", "mobile" ], [ "eu", "economic", "social", "growth", "lisbon", "targets", "report", "economy", "agenda", "leaders" ], [ "indoor", "medal", "championships", "champion", "holmes", "madrid", "olympic", "gold", "race", "000m" ], [ "apple", "pc", "gadget", "gadgets", "magazine", "mac", "mini", "machine", "pcs", "phones" ], [ "nominations", "honour", "awards", "actress", "oscars", "aviator", "scorsese", "named", "best", "award" ], [ "ipod", "digital", "gadgets", "broadband", "consumer", "consumers", "survey", "devices", "data", "drives" ], [ "immigration", "party", "parties", "silk", "election", "politics", "trial", "political", "wing", "leader" ], [ "dvd", "sony", "ray", "toshiba", "gamers", "psp", "format", "gaming", "console", "microsoft" ], [ "prices", "economy", "growth", "exports", "rates", "consumer", "rise", "economist", "quarter", "fall" ], [ "robbie", "song", "album", "rock", "awards", "best", "charles", "pop", "williams", "prize" ], [ "opera", "la", "comedy", "box", "starring", "sales", "7m", "office", "8m", "theatre" ], [ "elvis", "chart", "concert", "band", "album", "singer", "tour", "u2", "rock", "studio" ], [ "stations", "transport", "approved", "super", "fines", "organisers", "considering", "meetings", "food", "festival" ], [ "sentence", "police", "charged", "singer", "arrested", "charges", "collins", "guilty", "murder", "doping" ], [ "gas", "india", "shares", "rugby", "plant", "oil", "largest", "kong", "indian", "hong" ], [ "windows", "virus", "microsoft", "users", "programs", "software", "malicious", "pcs", "viruses", "security" ], [ "seed", "champion", "federer", "match", "roddick", "australian", "matches", "beat", "round", "henman" ], [ "fourth", "indoor", "rugby", "championships", "cup", "final", "athens", "title", "olympic", "60m" ], [ "programmes", "interactive", "content", "drama", "linux", "viewers", "favourite", "comedy", "sky", "budget" ], [ "china", "peer", "deficit", "dollar", "aid", "relief", "charity", "aids", "cent", "chart" ], [ "actor", "la", "film", "festival", "opera", "organisers", "award", "comedian", "oscar", "roles" ], [ "hop", "spanish", "spain", "increase", "tax", "hip", "rap", "web", "minimum", "inflation" ], [ "bench", "commons", "meetings", "premier", "uefa", "la", "arsenal", "cardiff", "henry", "morgan" ], [ "minutes", "gara", "cardiff", "goal", "ball", "italy", "victory", "penalty", "jones", "thomas" ], [ "steven", "stadium", "didn", "love", "children", "screen", "steve", "captain", "morgan", "alone" ], [ "actor", "film", "oscar", "book", "hill", "academy", "william", "bond", "novel", "producers" ], [ "squad", "rugby", "cardiff", "edinburgh", "glasgow", "injury", "leeds", "newcastle", "capt", "bath" ], [ "euros", "deutsche", "profits", "profit", "sales", "china", "shares", "takeover", "chinese", "vehicles" ], [ "everton", "stuart", "premiership", "blunkett", "norwich", "club", "henman", "cent", "goals", "boss" ], [ "civil", "pensions", "strike", "budget", "government", "pension", "brown", "workers", "sector", "5bn" ], [ "hunting", "premier", "arsenal", "league", "chelsea", "mourinho", "deutsche", "defender", "club", "allegations" ], [ "cards", "id", "tests", "cell", "convention", "technology", "issued", "identity", "borders", "intel" ], [ "side", "goal", "uefa", "barcelona", "ferguson", "referee", "manchester", "madrid", "champions", "alex" ], [ "council", "dems", "kennedy", "democrats", "liberal", "lib", "edinburgh", "dem", "vote", "tories" ], [ "google", "search", "net", "sites", "data", "users", "information", "web", "calls", "3g" ], [ "blair", "labour", "tory", "election", "prime", "howard", "tories", "party", "tony", "brown" ], [ "law", "lords", "judge", "lord", "commons", "clarke", "secretary", "cabinet", "human", "ruling" ], [ "oil", "gazprom", "yukos", "deutsche", "bankruptcy", "bank", "russian", "gas", "auction", "russia" ], [ "commons", "la", "bench", "opera", "transport", "cardiff", "metropolitan", "party", "manifesto", "breakfast" ], [ "robinson", "slam", "coach", "matches", "rugby", "england", "lions", "squad", "wales", "woodward" ] ]
64.046798
average_word_embeddings_glove.6B.300d
0.8275
-0.063523
0.183157
0.934608
42
BBC News
ECRTM
50
[ [ "dvd", "format", "dvds", "games", "disney", "studios", "definition", "ray", "hollywood", "sony" ], [ "viewers", "linux", "project", "content", "drama", "favourite", "mtv", "audiences", "comedy", "tv" ], [ "dollar", "oil", "china", "yuan", "chinese", "car", "profits", "vehicles", "currency", "western" ], [ "murder", "oscar", "film", "actor", "novel", "death", "book", "assistant", "dutch", "studio" ], [ "concert", "festival", "starred", "glasgow", "perform", "singer", "musical", "band", "comedian", "actor" ], [ "watchdog", "smith", "the", "rules", "squad", "marketing", "commissioner", "qualifying", "voting", "intentions" ], [ "mobiles", "tv", "mobile", "gartner", "handsets", "phones", "broadcasting", "operators", "services", "multimedia" ], [ "tory", "blair", "brown", "tories", "labour", "prime", "asylum", "milburn", "taxes", "chancellor" ], [ "age", "food", "pension", "elections", "pensions", "social", "retirement", "fuel", "income", "schools" ], [ "injury", "glasgow", "rugby", "edinburgh", "newcastle", "everton", "cardiff", "leeds", "premiership", "chelsea" ], [ "000m", "la", "organisers", "kim", "celtic", "norwich", "melbourne", "pulled", "begins", "cardiff" ], [ "rugby", "oil", "gazprom", "gas", "tournament", "russia", "yukos", "nintendo", "cup", "japan" ], [ "europeans", "movie", "jupiter", "programmes", "animation", "alone", "screen", "buying", "broadcast", "version" ], [ "india", "indian", "airline", "carriers", "plant", "carrier", "8m", "awarded", "deal", "contracts" ], [ "coach", "nations", "slam", "robinson", "france", "flanker", "injury", "wales", "cardiff", "wing" ], [ "choice", "liam", "deliver", "particular", "argument", "shaun", "worst", "withdrew", "loose", "savings" ], [ "blunkett", "celtic", "fa", "unhappy", "pleased", "mp", "friendly", "party", "election", "midfielder" ], [ "theatre", "band", "elvis", "rock", "charles", "musical", "pop", "album", "lee", "tribute" ], [ "lord", "house", "cabinet", "blair", "chancellor", "lords", "secretary", "commons", "reforms", "manifesto" ], [ "file", "court", "networks", "piracy", "sites", "attacks", "legal", "peer", "sharing", "illegal" ], [ "greek", "doping", "athens", "charges", "collins", "charged", "drugs", "olympics", "singer", "arrested" ], [ "drives", "consumer", "survey", "mails", "memory", "devices", "data", "laptops", "electronics", "digital" ], [ "8m", "box", "comedy", "starring", "album", "7m", "elvis", "chart", "oscar", "aviator" ], [ "minute", "ball", "penalty", "gara", "goal", "side", "murphy", "minutes", "scored", "victory" ], [ "speeds", "bt", "broadband", "users", "internet", "networks", "3g", "mobile", "net", "phone" ], [ "computing", "tests", "mac", "technology", "id", "convention", "computer", "mini", "cards", "issued" ], [ "la", "sales", "rose", "housing", "mortgage", "retailers", "retail", "fell", "lending", "stores" ], [ "awards", "award", "cinema", "festival", "film", "prize", "actress", "animated", "named", "honour" ], [ "asylum", "edinburgh", "scottish", "council", "councils", "miss", "police", "transport", "local", "green" ], [ "government", "parties", "silk", "businesses", "inflation", "minimum", "tax", "increase", "party", "pay" ], [ "kennedy", "labour", "election", "lib", "party", "howard", "tory", "tories", "voters", "liberal" ], [ "lions", "steven", "stadium", "liverpool", "club", "steve", "woodward", "captain", "didn", "rugby" ], [ "hunting", "eu", "hunt", "ban", "treasury", "law", "straw", "mail", "bill", "5bn" ], [ "forecast", "stock", "shares", "euros", "growth", "telecoms", "profits", "stake", "quarter", "blue" ], [ "henman", "seed", "tennis", "roddick", "federer", "stuart", "match", "club", "premiership", "davis" ], [ "users", "windows", "virus", "microsoft", "programs", "malicious", "critical", "viruses", "security", "software" ], [ "lisbon", "economic", "china", "growth", "report", "eu", "targets", "economy", "agenda", "brussels" ], [ "unions", "talks", "mourinho", "chelsea", "deutsche", "arsenal", "bid", "premier", "league", "merger" ], [ "bought", "firm", "maker", "8m", "company", "fines", "founded", "stations", "agent", "carriers" ], [ "actress", "oscar", "nominations", "scorsese", "aviator", "nominated", "awards", "oscars", "film", "vera" ], [ "champion", "championships", "indoor", "medal", "olympic", "60m", "gold", "holmes", "gardener", "title" ], [ "best", "awards", "song", "artist", "prize", "award", "robbie", "stone", "pop", "music" ], [ "search", "aid", "google", "singles", "chart", "web", "aids", "relief", "spanish", "christmas" ], [ "deutsche", "bank", "sec", "shareholders", "stock", "exchange", "investors", "takeover", "banks", "securities" ], [ "rates", "exports", "deficit", "quarter", "growth", "economy", "forecast", "consumer", "economist", "inflation" ], [ "referee", "madrid", "champions", "ferguson", "barcelona", "side", "goal", "uefa", "alex", "manchester" ], [ "jewish", "blair", "prime", "apologise", "silk", "quit", "brown", "party", "book", "leadership" ], [ "stages", "lawsuit", "boxing", "fill", "invest", "appropriate", "momentum", "loans", "bell", "dismissed" ], [ "pc", "apple", "gadget", "gadgets", "sony", "original", "game", "mobile", "magazine", "pcs" ], [ "imf", "tax", "spending", "budget", "income", "deficit", "domestic", "fund", "rise", "economy" ] ]
74.594005
average_word_embeddings_glove.6B.300d
0.85
-0.089625
0.179483
0.926664
42
20 Newsgroups Preprocessed
ECRTM
10
[ [ "entry", "request", "email", "internet", "mail", "mailing", "file", "book", "list", "shipping" ], [ "armenian", "turkish", "genocide", "village", "muslim", "massacre", "russian", "greek", "jewish", "israeli" ], [ "pain", "child", "neighbor", "woman", "gun", "doctor", "drug", "dog", "fire", "door" ], [ "solar", "orbit", "satellite", "planet", "shuttle", "space", "moon", "image", "mission", "launch" ], [ "privacy", "encryption", "enforcement", "escrow", "key", "law", "clipper", "chip", "encrypt", "government" ], [ "display", "image", "color", "entry", "file", "format", "output", "widget", "font", "window" ], [ "tire", "car", "battery", "engine", "brake", "bike", "wire", "rear", "oil", "wheel" ], [ "card", "controller", "drive", "disk", "scsi", "ide", "bio", "floppy", "pin", "bus" ], [ "team", "playoff", "player", "play", "score", "season", "game", "goal", "shot", "hockey" ], [ "sin", "homosexuality", "religion", "belief", "scripture", "atheist", "faith", "homosexual", "christian", "church" ] ]
211.719029
average_word_embeddings_glove.6B.300d
0.97
0.17997
0.238012
0.60155
42
20 Newsgroups Preprocessed
ECRTM
20
[ [ "byte", "file", "entry", "output", "format", "image", "remark", "program", "color", "string" ], [ "card", "vga", "mouse", "screen", "video", "driver", "color", "monitor", "printer", "memory" ], [ "tire", "bike", "car", "brake", "ride", "engine", "wheel", "gear", "motorcycle", "rear" ], [ "pub", "server", "graphic", "format", "software", "image", "internet", "database", "processing", "directory" ], [ "mission", "satellite", "solar", "launch", "orbit", "shuttle", "moon", "earth", "planet", "space" ], [ "team", "game", "hockey", "playoff", "score", "season", "shot", "goal", "play", "player" ], [ "faith", "sin", "son", "scripture", "father", "eternal", "pray", "verse", "church", "doctrine" ], [ "atheism", "atheist", "religion", "belief", "morality", "faith", "moral", "existence", "religious", "god" ], [ "price", "sell", "shipping", "sale", "manual", "brand", "offer", "excellent", "condition", "bag" ], [ "scsi", "ide", "controller", "disk", "drive", "bio", "floppy", "bus", "card", "mhz" ], [ "armenian", "floor", "father", "wound", "child", "soldier", "woman", "door", "neighbor", "son" ], [ "pitcher", "season", "team", "game", "player", "baseball", "pitch", "score", "hit", "league" ], [ "genocide", "muslim", "armenian", "turkish", "village", "israeli", "arab", "jewish", "massacre", "russian" ], [ "wire", "ground", "circuit", "pin", "heat", "connect", "voltage", "cable", "hot", "panel" ], [ "drug", "disease", "treatment", "doctor", "patient", "medical", "health", "study", "medicine", "food" ], [ "widget", "window", "server", "font", "motif", "client", "default", "application", "manager", "app" ], [ "gun", "firearm", "amendment", "batf", "crime", "weapon", "law", "criminal", "police", "constitution" ], [ "encryption", "privacy", "chip", "key", "escrow", "encrypt", "enforcement", "clipper", "algorithm", "agency" ], [ "christian", "homosexual", "gay", "sex", "sexual", "church", "homosexuality", "tradition", "male", "scripture" ], [ "decision", "health", "meeting", "president", "tax", "administration", "fund", "insurance", "russian", "yesterday" ] ]
359.575567
average_word_embeddings_glove.6B.300d
0.91
0.2063
0.235028
0.667006
42
20 Newsgroups Preprocessed
ECRTM
30
[ [ "wire", "cable", "pin", "voltage", "circuit", "ground", "temperature", "connect", "mhz", "panel" ], [ "brake", "dealer", "tire", "oil", "engine", "rear", "car", "wheel", "bike", "mile" ], [ "belief", "moral", "religion", "god", "truth", "christianity", "faith", "religious", "atheist", "morality" ], [ "window", "manager", "server", "screen", "memory", "client", "mouse", "font", "display", "driver" ], [ "neighbor", "door", "child", "soldier", "armenian", "kill", "dog", "alive", "floor", "village" ], [ "film", "insurance", "extreme", "roll", "battery", "vice", "canadian", "dollar", "tech", "movie" ], [ "card", "mhz", "modem", "monitor", "cpu", "port", "video", "ram", "meg", "motherboard" ], [ "homosexual", "homosexuality", "sexual", "verse", "church", "gay", "male", "sex", "sin", "condemn" ], [ "greek", "ticket", "pen", "evil", "threaten", "staff", "massacre", "politic", "arrive", "circumstance" ], [ "privacy", "clipper", "encrypt", "key", "enforcement", "escrow", "chip", "encryption", "algorithm", "agency" ], [ "health", "disease", "drug", "patient", "medical", "treatment", "study", "medicine", "hospital", "doctor" ], [ "weapon", "gun", "firearm", "batf", "cop", "arrest", "assault", "criminal", "agent", "fire" ], [ "controller", "ide", "disk", "scsi", "bio", "drive", "floppy", "card", "bus", "rom" ], [ "existence", "religious", "moral", "morality", "belief", "atheism", "truth", "atheist", "god", "evidence" ], [ "constitution", "firearm", "drug", "criminal", "weapon", "amendment", "crime", "gun", "law", "federal" ], [ "remark", "format", "program", "file", "entry", "exit", "output", "compile", "author", "section" ], [ "church", "sin", "scripture", "doctrine", "son", "verse", "eternal", "pray", "faith", "gospel" ], [ "image", "color", "format", "file", "display", "graphic", "compress", "compression", "processing", "byte" ], [ "wheel", "motorcycle", "ride", "brake", "rear", "bike", "car", "tire", "dog", "road" ], [ "bike", "brake", "tire", "car", "ride", "rear", "engine", "wheel", "mile", "seat" ], [ "perspective", "campaign", "closely", "innocent", "inform", "baby", "hook", "engineering", "aim", "gain" ], [ "pain", "wound", "survive", "ancient", "thinking", "occupy", "armed", "contrary", "faith", "interpret" ], [ "server", "pub", "graphic", "internet", "privacy", "database", "mailing", "user", "directory", "request" ], [ "decision", "vote", "meeting", "russian", "package", "administration", "president", "yesterday", "fund", "tax" ], [ "game", "season", "baseball", "player", "team", "pitcher", "score", "league", "pitch", "hit" ], [ "font", "client", "motif", "window", "default", "display", "widget", "server", "app", "manager" ], [ "manual", "price", "printer", "annual", "offer", "sale", "shipping", "bag", "card", "email" ], [ "game", "playoff", "score", "season", "team", "hockey", "shot", "goal", "player", "play" ], [ "jewish", "armenian", "village", "turkish", "muslim", "arab", "genocide", "russian", "population", "greek" ], [ "launch", "mission", "solar", "orbit", "shuttle", "planet", "satellite", "moon", "earth", "space" ] ]
2,143.907907
average_word_embeddings_glove.6B.300d
0.81
0.138558
0.212664
0.609284
42
20 Newsgroups Preprocessed
ECRTM
40
[ [ "arab", "israeli", "jewish", "peace", "government", "constitution", "religious", "amendment", "civilian", "religion" ], [ "baseball", "team", "fan", "game", "hockey", "season", "playoff", "player", "league", "score" ], [ "stable", "threat", "crack", "stupid", "bite", "assure", "ranger", "sport", "violent", "combine" ], [ "medicine", "patient", "drug", "health", "treatment", "percent", "doctor", "disease", "study", "medical" ], [ "playoff", "season", "team", "shot", "score", "player", "game", "hockey", "goal", "play" ], [ "entry", "bag", "shipping", "annual", "sale", "book", "request", "email", "copy", "title" ], [ "ride", "bike", "wheel", "brake", "dog", "tire", "motorcycle", "front", "road", "corner" ], [ "heat", "connector", "connect", "circuit", "pin", "voltage", "wire", "battery", "temperature", "plug" ], [ "doctrine", "faith", "tradition", "church", "christian", "catholic", "verse", "scripture", "interpretation", "teaching" ], [ "instruction", "sin", "branch", "angel", "cable", "victim", "satellite", "instrument", "tip", "apple" ], [ "image", "graphic", "format", "server", "motif", "processing", "directory", "workstation", "user", "file" ], [ "solar", "orbit", "planet", "moon", "launch", "earth", "mission", "universe", "shuttle", "temperature" ], [ "league", "score", "baseball", "team", "player", "game", "pitch", "pitcher", "season", "hit" ], [ "door", "armenian", "soldier", "afraid", "wound", "neighbor", "floor", "tear", "child", "father" ], [ "fax", "occupy", "territory", "car", "mile", "film", "insist", "rear", "thinking", "batf" ], [ "homosexuality", "homosexual", "sexual", "church", "gay", "male", "sex", "verse", "condemn", "christian" ], [ "display", "motif", "manager", "window", "client", "server", "menu", "font", "pointer", "file" ], [ "port", "vga", "printer", "window", "font", "compatible", "card", "server", "cpu", "video" ], [ "innocent", "advocate", "suggestion", "install", "skill", "delay", "disease", "accident", "division", "absolute" ], [ "decision", "president", "administration", "fund", "russian", "health", "yesterday", "budget", "meeting", "tax" ], [ "armenian", "jewish", "russian", "army", "greek", "turkish", "genocide", "village", "muslim", "soldier" ], [ "space", "shuttle", "technology", "satellite", "orbit", "mission", "launch", "flight", "solar", "rocket" ], [ "church", "eternal", "gospel", "pray", "doctrine", "verse", "faith", "scripture", "passage", "holy" ], [ "massacre", "decade", "derive", "muslim", "collection", "collect", "production", "soul", "earlier", "moment" ], [ "customer", "binary", "solid", "series", "buy", "suck", "render", "surface", "mailing", "pub" ], [ "slot", "pin", "mhz", "motherboard", "connector", "meg", "spec", "backup", "modem", "processor" ], [ "morality", "belief", "atheist", "religion", "objective", "moral", "universe", "religious", "science", "evidence" ], [ "pain", "patient", "doctor", "medical", "food", "medicine", "blood", "treatment", "stone", "hospital" ], [ "display", "motif", "menu", "manager", "window", "font", "server", "screen", "client", "pointer" ], [ "card", "vga", "driver", "window", "mouse", "video", "monitor", "memory", "screen", "ram" ], [ "entry", "image", "color", "output", "file", "remark", "program", "display", "define", "input" ], [ "controller", "bio", "disk", "floppy", "boot", "drive", "rom", "ide", "backup", "scsi" ], [ "extent", "attribute", "seat", "transmit", "culture", "mount", "death", "laser", "transmission", "secret" ], [ "sale", "price", "shipping", "brand", "offer", "warranty", "sell", "modem", "printer", "monitor" ], [ "firearm", "gun", "warrant", "batf", "weapon", "cop", "arrest", "assault", "fire", "agent" ], [ "cell", "widget", "animal", "safety", "eat", "page", "wear", "spot", "lab", "creation" ], [ "tire", "engine", "car", "brake", "wheel", "dealer", "oil", "bike", "drive", "ride" ], [ "encryption", "clipper", "encrypt", "key", "privacy", "agency", "chip", "secure", "escrow", "serial" ], [ "amendment", "gun", "firearm", "crime", "weapon", "constitution", "law", "assault", "citizen", "file" ], [ "scripture", "faith", "god", "christian", "atheist", "religion", "religious", "christianity", "truth", "belief" ] ]
610.694885
average_word_embeddings_glove.6B.300d
0.755
0.093837
0.199115
0.548788
42
20 Newsgroups Preprocessed
ECRTM
50
[ [ "moon", "universe", "energy", "observation", "theory", "chemical", "temperature", "planet", "doctor", "water" ], [ "rear", "soldier", "harm", "gather", "inform", "park", "multi", "wife", "bind", "careful" ], [ "eternal", "sin", "holy", "faith", "pray", "gospel", "doctrine", "worship", "christian", "catholic" ], [ "motif", "graphic", "internet", "pub", "format", "image", "shareware", "utility", "software", "binary" ], [ "shipping", "dealer", "pair", "music", "inch", "speaker", "repair", "item", "excellent", "annual" ], [ "monitor", "buy", "cop", "angel", "voltage", "interested", "hear", "sale", "parallel", "culture" ], [ "turkish", "massacre", "greek", "muslim", "israeli", "arab", "jewish", "army", "armenian", "territory" ], [ "default", "manager", "app", "motif", "window", "exit", "menu", "compile", "font", "screen" ], [ "car", "dream", "spot", "launch", "satellite", "rocket", "broadcast", "station", "struggle", "fire" ], [ "gun", "firearm", "warrant", "arrest", "crime", "officer", "police", "ban", "amendment", "batf" ], [ "shop", "extreme", "trust", "suck", "party", "necessarily", "gay", "manual", "supposedly", "proof" ], [ "homosexuality", "doctrine", "sin", "christian", "sex", "tradition", "homosexual", "catholic", "condemn", "male" ], [ "patient", "drug", "medicine", "disease", "cult", "treatment", "equally", "violence", "medical", "heat" ], [ "pain", "spec", "transmit", "channel", "tough", "luck", "glad", "traffic", "responsibility", "session" ], [ "roll", "campaign", "platform", "database", "terminal", "attribute", "book", "cap", "editor", "regular" ], [ "wheel", "brake", "car", "bike", "engine", "motorcycle", "oil", "shift", "tire", "lock" ], [ "terrorist", "private", "genocide", "church", "batf", "split", "god", "assumption", "legal", "expose" ], [ "sexual", "peace", "arise", "understanding", "conversation", "liberal", "lab", "behavior", "complain", "absolutely" ], [ "pitcher", "baseball", "fan", "game", "hockey", "pen", "pitch", "player", "playoff", "team" ], [ "armenian", "representative", "plug", "crap", "damn", "incident", "speech", "guess", "building", "wall" ], [ "season", "playoff", "game", "score", "player", "league", "hockey", "pitcher", "team", "penalty" ], [ "mission", "pointer", "cpu", "creation", "science", "flight", "seat", "tire", "vga", "orbit" ], [ "card", "motherboard", "mhz", "ide", "modem", "meg", "slot", "pin", "apple", "boot" ], [ "gear", "extent", "green", "translation", "fellow", "beginning", "spare", "rid", "copyright", "branch" ], [ "cable", "connect", "pin", "wire", "panel", "battery", "circuit", "motor", "metal", "noise" ], [ "wound", "bullet", "massacre", "troop", "kill", "turkish", "soldier", "burn", "armenian", "town" ], [ "patient", "drug", "firearm", "disease", "health", "medical", "gun", "crime", "bill", "privacy" ], [ "technology", "launch", "shuttle", "orbit", "solar", "planet", "satellite", "stage", "moon", "mission" ], [ "christian", "truth", "morality", "religion", "atheist", "moral", "faith", "belief", "religious", "interpretation" ], [ "connector", "advance", "technique", "practical", "instruction", "device", "food", "facility", "village", "document" ], [ "window", "download", "screen", "crash", "mouse", "menu", "setup", "quit", "driver", "depth" ], [ "fool", "signature", "plate", "introduce", "tax", "die", "truck", "compound", "weak", "escrow" ], [ "chip", "weapon", "settle", "key", "fee", "unix", "digital", "clipper", "copy", "conversion" ], [ "lose", "paragraph", "ranger", "win", "summer", "desire", "bug", "error", "client", "thousand" ], [ "quick", "shut", "safety", "frame", "alt", "illegal", "expand", "company", "differ", "input" ], [ "exit", "color", "byte", "file", "entry", "output", "format", "remark", "shareware", "compress" ], [ "reliable", "thread", "influence", "ride", "shell", "opposite", "screw", "registration", "mechanism", "capture" ], [ "atheist", "religion", "religious", "faith", "universe", "moral", "morality", "belief", "existence", "atheism" ], [ "armed", "man", "kill", "hurt", "murder", "woman", "brain", "career", "dog", "son" ], [ "encryption", "enforcement", "privacy", "encrypt", "secure", "algorithm", "agency", "escrow", "clipper", "security" ], [ "mail", "sell", "drink", "printer", "email", "wonderful", "survey", "fax", "cell", "header" ], [ "fund", "insurance", "taxis", "administration", "meeting", "president", "yesterday", "economic", "federal", "morning" ], [ "memory", "graphic", "card", "color", "software", "ram", "mouse", "configuration", "mode", "port" ], [ "bio", "ide", "floppy", "controller", "disk", "scsi", "drive", "rom", "boot", "backup" ], [ "communication", "quality", "honest", "ship", "machine", "civil", "society", "server", "soul", "relation" ], [ "sentence", "amendment", "court", "jewish", "arab", "israeli", "government", "intent", "territory", "minority" ], [ "corner", "ride", "bike", "brake", "shift", "wheel", "left", "guy", "motorcycle", "pull" ], [ "university", "ticket", "hate", "train", "foreign", "surprised", "insist", "million", "teach", "historical" ], [ "font", "switch", "character", "video", "assault", "freedom", "tech", "paint", "hint", "object" ], [ "oppose", "widget", "hospital", "fear", "bunch", "scan", "bag", "shuttle", "drag", "compromise" ] ]
659.022269
average_word_embeddings_glove.6B.300d
0.854
-0.04037
0.152565
0.423089
42
20 Newsgroups Raw
ECRTM
10
[ [ "fender", "celica", "car", "loosen", "bike", "vandals", "seams", "velapoldi", "shifter", "plywood" ], [ "angmar", "alfalfa", "fest", "dang", "benson", "cosmo", "rupin", "9199", "n109", "coyote" ], [ "wire", "db", "outlet", "neutral", "astronomical", "wiring", "aluminum", "insulation", "prong", "outlets" ], [ "det", "scorers", "lebeau", "cheveldae", "beaupre", "foligno", "maclean", "kozlov", "irbe", "cullen" ], [ "armenian", "armenians", "annihilated", "nationalist", "damascus", "psalms", "turkish", "azerbaijani", "adl", "vengeance" ], [ "dyer", "geb", "msg", "candida", "gordon", "cancer", "yeast", "rind", "banks", "spdcc" ], [ "encryption", "rwing", "government", "escrow", "fides", "jex", "outcomes", "myrto", "tcmayc5m2xv", "criminals" ], [ "faith", "bible", "god", "belief", "christians", "jesus", "infallible", "beliefs", "jehovah", "arrogance" ], [ "_o", "145", "a86", "ax", "b8f", "0d", "bxn", "1d9", "0t", "bh" ], [ "disk", "memory", "image", "ms", "windows", "dos", "vga", "svga", "pc", "mouse" ] ]
2,030.291337
average_word_embeddings_glove.6B.300d
1
-0.019649
0.155964
0.548897
42
20 Newsgroups Raw
ECRTM
20
[ [ "db", "ilbm", "xloadimage", "jpeg", "insulation", "cec", "quantization", "xli", "wiring", "simtel20" ], [ "verbeek", "billington", "cassels", "c5ff", "nyr", "det", "bos", "guerin", "nieuwendyk", "ashton" ], [ "matusevich", "mmatusev", "misspelling", "refractive", "neustaedter", "c65oil", "donald_mackie", "klosters", "benzene", "gutmann" ], [ "hiv", "clinical", "screening", "nutritional", "efficacy", "nutrition", "metabolic", "nonprofit", "undergoing", "infected" ], [ "mafifi", "aa824", "1920s", "algeria", "jihad", "1483500354", "jews", "refugee", "annexed", "lehi" ], [ "orbit", "hayashida", "moon", "uco", "abdkw", "reentry", "launch", "khayash", "mars", "4368" ], [ "hamer", "north1", "jlevine", "altcit", "mavenry", "maven", "d0i", "moyne", "cbr900rr", "9733" ], [ "jesus", "scriptures", "god", "heresies", "redemption", "cardenas", "affirm", "aaronc", "holiness", "wickedness" ], [ "0d", "b8f", "75u", "145", "ax", "a86", "6um", "1d9", "bhj", "max" ], [ "accounts_", "caratzas", "yelena", "shahmuradian", "microdistrict", "sumgait", "deposition", "aristide", "bonner", "balcony" ], [ "apache", "rupin", "transferable", "airlines", "376", "ppd", "pong", "sonic", "yow", "listings" ], [ "blashephemers", "jsn104", "sandvik", "floated", "an030", "henceforth", "apr22", "hela", "horne", "woodwork" ], [ "polonius", "insurrection", "mi6", "neptunium", "assualt", "semtex", "1715", "trailers", "firefight", "seige" ], [ "x11r5", "widget", "lib", "xtwindow", "lxaw", "xinit", "openwindows", "xterm", "lx11", "scrollbar" ], [ "relativist", "andtbacka", "morals", "mandtbacka", "gullible", "_must_", "kilimanjaro", "drewcifer", "hens", "odwyer" ], [ "5i", "ym", "6ei", "0d", "_o", "c4", "3j", "7p", "0e", "_5" ], [ "encryptions", "encryption", "rboudrie", "escrow", "backdoor", "0366", "yearwood", "fides", "trapdoors", "unsecure" ], [ "coexist", "scsi", "120mb", "irq5", "80mb", "ide", "silverlining", "powerbooks", "card", "33v" ], [ "shaz", "kokomo", "slcs", "46904", "rpms", "milage", "roomy", "odometers", "hoffmeister", "jmh" ], [ "doubters", "sbp002", "announcers", "bream", "woofing", "bitching", "hander", "umps", "mediot", "vergolini" ] ]
2,537.432541
average_word_embeddings_glove.6B.300d
0.995
-0.106861
0.176633
0.527121
42
20 Newsgroups Raw
ECRTM
30
[ [ "arcade", "sale", "forsale", "rupin", "jth", "khoh", "sega", "projector", "jvnc", "sampler" ], [ "lrmsc", "vanheyningen", "capstone", "mykotronx", "encryptions", "koontzd", "decrypt", "mvanheyn", "cryptographically", "koontz" ], [ "jpeg", "larson", "printf", "sabo", "braking", "militia", "jumper", "theism", "caviar", "buf" ], [ "polypropylene", "prothan", "shatterstar", "daredevil", "379", "simpsons", "turtles", "191", "gauntlet", "avengers" ], [ "baru", "palestinean", "occupier", "1483500354", "stssdxb", "shostack", "mafifi", "b8ha", "gaza", "b8ha000" ], [ "biopsy", "vitamins", "creams", "osteopathic", "intestinal", "nutrition", "diets", "nutritional", "tissues", "enzymes" ], [ "vanderby", "surges", "alternator", "hams", "transformer", "vanderbyl", "preamp", "rigs", "rootstown", "44272" ], [ "rbis", "spira", "pitchers", "kingman", "shortstops", "hbp", "lurie", "liberalizer", "luriem", "winfield" ], [ "flatley", "bondra", "gaudreau", "ricci", "nylander", "elynuik", "ruuttu", "janney", "c5ff", "nedved" ], [ "tcp", "mbyte", "windows", "ethernet", "dos", "amiga", "decwindows", "3com", "8514", "vendor" ], [ "polonius", "firefight", "gt6511a", "cochrane", "shapleigh", "ponderous", "emmet", "semper", "v111qheg", "trailers" ], [ "a86", "34u", "b8f", "6um", "ax", "145", "75u", "1d9", "ql", "bxn" ], [ "sciviguy", "cosmo", "taoism", "7968", "angmar", "monsoon", "jtc", "clippers", "92093", "jtchern" ], [ "papazian", "akhalkalaki", "kojian", "dashnaks", "mournful", "culminated", "watnxt08", "borderland", "massacring", "annihilated" ], [ "66dx2", "penio", "scsi", "daystar", "venezia", "33mhz", "q950", "x7423", "5mhz", "duos" ], [ "laudicina", "khouzam", "adp", "himem", "kdb", "pctools", "rnichols", "progman", "ucf1vm", "iskandar" ], [ "technische", "gothenburg", "uxbridge", "wien", "rainer", "hochreiter", "elin", "spartan", "informatik", "tasmania" ], [ "referendum", "pursuant", "ordinance", "linguistic", "firearm", "subcommittee", "municipal", "consultations", "ratified", "schism" ], [ "yelena", "accounts_", "shahmuradian", "caratzas", "sumgait", "microdistrict", "aristide", "balcony", "deposition", "azerbaijani" ], [ "subarus", "jnielsen", "sedans", "jmh", "hoffmeister", "stalfos", "sedan", "boyle", "bqueiser", "ferrari" ], [ "ppv", "sportschannel", "pleshar", "rp16", "pittpa", "hms", "sportscenter", "4219", "shneyder", "selannes" ], [ "inflaming", "hennessy", "llanw", "adda", "werth", "atal", "wainwright", "passions", "eczcaw", "lesbians" ], [ "7488", "dse", "dsg4", "bkw", "2783", "marlborough", "5888", "70707", "beckman", "a_rubin" ], [ "xmu", "xtwindow", "libxmu", "lxext", "gxxor", "lx11", "colormap", "lib", "xtrealizewidget", "xcreatewindow" ], [ "sinned", "ephesians", "cardenas", "wickedness", "apostle", "manifested", "begotten", "heresies", "hebrews", "aaronc" ], [ "k6", "xd", "c4", "ym", "7p", "7g", "6ei", "rlk", "3p", "g0" ], [ "chimps", "turin", "turambar", "objectivist", "7521", "mandtbacka", "creationists", "andtbacka", "undesired", "propogation" ], [ "jenks", "orbit", "mars", "4368", "spacecraft", "abdkw", "dfrf", "flybys", "orbits", "uco" ], [ "cousineau", "compdyn", "maven", "questor", "fssnoc", "ryan_cousineau", "hamer", "shoei", "bdi", "tude" ], [ "jhunix", "dwarner", "hcf", "russotto", "cubs", "winona", "stafford", "bake", "dostoevsky", "truelove" ] ]
2,931.557317
average_word_embeddings_glove.6B.300d
1
-0.122879
0.189904
0.530347
42
20 Newsgroups Raw
ECRTM
40
[ [ "angmar", "slc4", "cosmo", "ohio", "cwru", "magnus", "jmilhoan", "cleveland", "hela", "slc10" ], [ "0d", "_o", "a86", "ax", "6um", "ym", "5i", "b8f", "145", "3t" ], [ "culminated", "mournful", "ottoman", "akhalkalaki", "borderland", "bortnick", "papazian", "vilayet", "annihilated", "memoirs" ], [ "4368", "jenks", "cadlab", "gm2", "dfrf", "kjenks", "enzo", "mohney", "liguori", "uco" ], [ "croatia", "m_sells", "terziogl", "condemening", "terzioglu", "2158", "loncaric", "sadek", "jovanovic", "croatian" ], [ "sse", "hens", "conlon", "d012s658", "chimps", "odwyer", "hatching", "mandtbacka", "andtbacka", "dwyer" ], [ "affiliates", "espn", "hms", "sportschannel", "ppv", "icop", "shneyder", "nhmas", "4219", "pera" ], [ "omega", "daredevil", "shatterstar", "prothan", "avengers", "gauntlet", "polypropylene", "simpsons", "mutants", "bagged" ], [ "konstantinov", "trophy", "henri", "smale", "slegge", "goaltenders", "epas", "selannes", "vezina", "umturne4" ], [ "112f", "c5tenu", "hoenes", "ccdarg", "ovens", "fema", "v2110a", "firefight", "mfrhein", "hadcrjam" ], [ "gd3004", "dtmedin", "medin", "b30", "catbyte", "3169", "35894", "hams", "spinner", "alternator" ], [ "uxbridge", "1141", "spartan", "elin", "deakin", "rainer", "hochreiter", "brocku", "wien", "technische" ], [ "printf", "char", "argv", "sizeof", "arg", "argc", "filename", "output", "uuencode", "args" ], [ "asteroids", "kilometers", "moons", "belts", "hiv", "comet", "nucleus", "spacecraft", "occupant", "kinsey" ], [ "bos", "pit", "nyr", "det", "stl", "tor", "cassels", "phi", "nyi", "wpg" ], [ "ide", "scsi", "fdd", "com4", "controller", "200mb", "1542b", "hdd", "mastering", "com3" ], [ "f129", "baff", "albicans", "romdas", "calcom", "ella", "n102", "fungus", "thrush", "yeast" ], [ "triangulation", "bl", "bezier", "cboesel", "byte", "diablo", "db", "boesel", "ufcc", "bh" ], [ "145", "b8f", "a86", "ax", "giz", "g9v", "1d9", "bhj", "bxn", "nrhj" ], [ "hplabs", "30332", "uga", "92093", "decvax", "sciviguy", "mcovingt", "7968", "petch", "ching" ], [ "bandits", "microdistrict", "courtyard", "caratzas", "shahmuradian", "yelena", "accounts_", "deposition", "aristide", "bonner" ], [ "liberalizer", "updatedir", "hbp", "bream", "mcgwire", "luriem", "lurie", "mattingly", "blauser", "sbp002" ], [ "b8ha000", "shostack", "abed", "stssdxb", "1483500354", "baru", "jihad", "zionists", "occupier", "ninjas" ], [ "begotten", "ephesians", "everlasting", "cardenas", "aaronc", "wickedness", "albrecht", "jehovah", "saviour", "hast" ], [ "tove", "todamhyp", "hayesstw", "appartus", "n7101", "missiology", "kekule", "f22", "risc1", "scorch" ], [ "jmh", "hoffmeister", "sedans", "subarus", "slcs", "geoquest", "sedan", "minivan", "stalfos", "lanmola" ], [ "utkvm1", "uzis", "smuggle", "gmw0622", "overwhelm", "taxation", "regan", "pa146008", "smuggled", "legalizing" ], [ "winmark", "1024x768x256", "iskandar", "ss24x", "taib", "winbench", "kmembry", "peach", "ntaib", "iubacs" ], [ "jlevine", "lachman", "hamer", "jeq", "shoei", "altcit", "cl450", "mavenry", "maven", "cookson" ], [ "1807", "hupp", "shockwave", "jhupp", "ellisun", "bkw", "7488", "marlborough", "2783", "rlglende" ], [ "vat", "sanctions", "dole", "attorney", "president", "briefing", "stimulus", "mr", "embargo", "laughter" ], [ "sawed", "pursuant", "microcircuits", "referendum", "kuwait", "microcircuit", "adl", "hb", "enact", "lawfully" ], [ "adda", "llanw", "eczcaw", "werth", "atal", "buast7", "22903", "inflaming", "hennessy", "wainwright" ], [ "rupin", "dang", "sega", "forsale", "snes", "obo", "jth", "sale", "jvnc", "sampler" ], [ "c445585", "plaintext", "hellman", "0366", "koontz", "moink", "capstone", "koontzd", "encryptions", "lrmsc" ], [ "uranium", "insulated", "transformer", "appliances", "melt", "voltages", "volts", "pumps", "warmer", "metallic" ], [ "afit", "802", "offline", "mahler", "kelso", "879", "magnetometer", "leech", "549", "371" ], [ "amiga", "8514", "decwindows", "mbyte", "transformations", "renderer", "panning", "tcp", "graphics", "3com" ], [ "lxaw", "lxext", "lx11", "lxmu", "lib", "xmu", "xtappaddtimeout", "dresser", "openwin", "libxmu" ], [ "siemon", "unnatural", "fornication", "ripem", "leviticus", "homosexuality", "r1328", "homosexual", "pem", "jurisdictions" ] ]
3,251.566616
average_word_embeddings_glove.6B.300d
0.99
-0.063287
0.185554
0.546425
42
20 Newsgroups Raw
ECRTM
50
[ [ "ax", "b8f", "a86", "145", "v9fq", "75u", "0d", "9f", "g9v", "6um" ], [ "homicide", "kinsey", "1165", "adl", "infected", "hiv", "cancer", "invasive", "infection", "homicides" ], [ "8826", "gmw0622", "heroin", "jeffry", "steveth", "hofferbert", "legalizing", "jrbeach", "legalized", "smuggle" ], [ "cosmo", "worcester", "rensselaer", "alfalfa", "benson", "oscs", "angmar", "polytechnic", "bigwpi", "ching" ], [ "rejoinder", "stssdxb", "1483500354", "ninjas", "baru", "syrians", "stillness", "jihad", "gauche", "hamdan" ], [ "palestinian", "adl", "microcircuit", "safeguarding", "microcircuits", "harmoniously", "gaza", "gazans", "unconventional", "cpr" ], [ "papazian", "culminated", "mournful", "akhalkalaki", "1808", "vilayet", "watnxt08", "kojian", "borderland", "annihilated" ], [ "daystar", "simm", "lciii", "c610", "cd300", "bchs", "centris", "vram", "68882", "duos" ], [ "ym", "a86", "0d", "_o", "a4", "6t", "k6", "7g", "x6", "qw" ], [ "taib", "awdpa", "penio", "66dx2", "hartmann", "iskandar", "winbench", "ibmpa", "ati", "x7423" ], [ "updatedir", "fierkelab", "hbp", "bream", "infield", "bruchner", "bchm", "umps", "tbd", "otherrealms" ], [ "sdnet", "bitzm", "dsu", "bitz", "s93020", "dsuvax", "stony", "jmilhoan", "magnus", "lambada" ], [ "syl", "fxwg", "glide", "imat", "behanna", "seahunt", "shoei", "compdyn", "cousineau", "cb360t" ], [ "soviets", "flyby", "solar", "kilometers", "comet", "venus", "spacecraft", "orbiter", "miles", "unmanned" ], [ "attorney", "serbs", "embargo", "azerbaijan", "adl", "dole", "sanctions", "vat", "aggression", "president" ], [ "xmu", "sussex", "libxmu", "elin", "waii", "lib", "hochreiter", "lilley", "lxext", "9pl" ], [ "capstone", "ranum", "denning", "escrow", "0366", "pizzabox", "moink", "templeton", "keyseach", "germano" ], [ "archie", "vista", "gks", "pub", "transformations", "rayshade", "decwindows", "tcl", "gopher", "radiosity" ], [ "goaltenders", "trophy", "teemu", "henri", "epas", "sel", "nne", "vezina", "umturne4", "gilmour" ], [ "det", "prothan", "nyr", "wpg", "polypropylene", "mtl", "mutants", "shatterstar", "avengers", "daredevil" ], [ "xtwindow", "xrdb", "expose", "xdefaults", "xtappaddtimeout", "colormaps", "gxxor", "openwindows", "cursor", "dpy" ], [ "pkzip", "kmembry", "boesel", "viamar", "dortmund", "technische", "diablo", "cboesel", "deakin", "informatik" ], [ "bigelow", "royalroads", "geno", "lateran", "creps", "mlee", "atterlep", "terlep", "angelino", "ximenez" ], [ "ciphertext", "cryptosystem", "plaintext", "decrypt", "pkp", "ripem", "mvanheyn", "pem", "privacy", "cryptographically" ], [ "cacs", "pgf", "gm2", "fraering", "4368", "jenks", "srl02", "srl03", "enzo", "kjenks" ], [ "treewater", "adda", "wainwright", "buast7", "llanw", "werth", "drewcifer", "eczcaw", "atal", "beauchaine" ], [ "conlon", "hatching", "hens", "odwyer", "sse", "objectivist", "d012s658", "absolutes", "counterexample", "dwyer" ], [ "subarus", "jmh", "lanmola", "ferrari", "stalfos", "hoffmeister", "slcs", "sedan", "geoquest", "sedans" ], [ "sinfulness", "wickedness", "iniquity", "idolatry", "jesus", "begotten", "christ", "everlasting", "hast", "apostle" ], [ "b30", "orlin", "dtmedin", "sorlin", "sol1", "geb", "dougb", "catbyte", "medin", "spiros" ], [ "ovens", "wwarf", "mfrhein", "warf", "112f", "assualt", "c5tenu", "fema", "tlu", "casserole" ], [ "marv", "risc1", "taoism", "wingate", "lous", "hayesstw", "missiology", "tove", "mangoe", "rfox" ], [ "sumgait", "caratzas", "accounts_", "courtyard", "azerbaijani", "deposition", "shahmuradian", "microdistrict", "bandits", "yelena" ], [ "breton", "c5ff", "adirondack", "fredericton", "cassels", "binghamton", "utica", "det", "moncton", "semak" ], [ "kinsey", "limbaugh", "divinely", "kampf", "secular", "judeo", "hopelessly", "betrayed", "1920s", "pornography" ], [ "hela", "ch981", "bony1", "ab4z", "slc4", "cy779", "andi", "beyer", "bony", "shuldig" ], [ "shockwave", "jhupp", "hupp", "dsg4", "91711", "dse", "beckman", "a_rubin", "9419", "mudd" ], [ "croire", "aucun", "comme", "bskendig", "fait", "autre", "ceux", "moins", "vaux", "kendig" ], [ "icop", "sportschannel", "hms", "ppv", "gtd597a", "nhmas", "hornets", "4219", "shneyder", "pera" ], [ "sega", "rupin", "jth", "obo", "jvnc", "snes", "forsale", "camcorder", "8mm", "polk" ], [ "kbytes", "ripem", "atari", "disk", "quicktime", "macintosh", "decompress", "file", "hqx", "compression" ], [ "333", "zisfein", "0g", "o4", "6p", "304", "_l", "_o", "0d", "jl" ], [ "interleave", "jumper", "rll", "mfm", "jumpers", "connector", "com3", "crayton", "irq5", "fdd" ], [ "20084", "carderock", "attendees", "bethesda", "oasys", "keyword", "airmail", "sponsoring", "offline", "diabetes" ], [ "doorbell", "gt6511a", "tinpot", "firefight", "shapleigh", "c5si9g", "c5rusq", "1715", "v111qheg", "fokes" ], [ "bhm116e", "jeq", "coradeschi", "north1", "r50", "pica", "8177", "cl450", "kotcf", "birdie" ], [ "argc", "byte", "db", "max", "arg", "toplevel", "sizeof", "xtpointer", "bl", "r3" ], [ "2511", "mayhew", "surges", "n8wed", "44272", "transformer", "rootstown", "hams", "voltages", "cmkrnl" ], [ "steinly", "topaz", "oort", "batse", "bursters", "energetic", "belgarath", "calcium", "sigurdsson", "cosmological" ], [ "romdas", "thrush", "fungus", "albicans", "candidiasis", "systemic", "ella", "baff", "yeast", "calcom" ] ]
3,743.69066
average_word_embeddings_glove.6B.300d
0.982
-0.086159
0.193638
0.538642
42
StackExchange
ECRTM
10
[ [ "monobehaviour", "unityengine", "gameobject", "collections", "getcomponent", "public", "startcoroutine", "transform", "ienumerator", "audiosource" ], [ "rotate", "yaw", "degrees", "velocity", "angle", "rotation", "axis", "quaternion", "rotates", "direction" ], [ "gdx", "getheight", "badlogic", "getwidth", "override", "g2d", "awt", "batch", "stub", "parallaxbackground" ], [ "ecs", "inheritance", "components", "classes", "entity", "entities", "component", "orc", "systems", "inherit" ], [ "vec4", "vec3", "texcoords", "float4", "vertex", "shader", "uniform", "texcoord", "float3", "gl_position" ], [ "sprite", "overlay", "mask", "ui", "sprites", "screen", "animation", "transparent", "scene", "background" ], [ "android", "tools", "ios", "mac", "files", "windows", "sdk", "development", "studio", "install" ], [ "battle", "balance", "mmo", "currency", "stats", "server", "players", "damage", "skill", "client" ], [ "tile", "grid", "cell", "algorithm", "tiles", "cells", "segment", "collision", "noise", "pathfinding" ], [ "self", "pg", "keysym", "pygame", "vsp", "key", "____", "sdl_pollevent", "sdl_quit", "hsp" ] ]
7,892.626668
average_word_embeddings_glove.6B.300d
1
0.101652
0.143384
0.439892
42
StackExchange
ECRTM
20
[ [ "isequal", "az", "vector1", "k2", "k1", "getvector", "lunar", "lazer", "overshoot", "187" ], [ "materialpropertyblock", "glows", "lightmaps", "emitted", "setpass", "artifacting", "darken", "artefacts", "brighten", "shadowed" ], [ "nextfloat", "b2dr", "v_width", "setlocaltranslation", "isometrictiledmaprenderer", "getlogger", "worldrenderer", "matdefs", "64f", "twitches" ], [ "eulerangle", "xscale", "mathutil", "yscale", "createfromquaternion", "m_up", "zrotation", "xmstorefloat3", "startrotation", "mat1" ], [ "orc", "gameentity", "componentmanager", "idrawable", "componenttype", "artemis", "entitymanager", "physicscomponent", "aicomponent", "healthcomponent" ], [ "xor", "entityplayer", "sway", "placements", "cctmxtiledmap", "manipulations", "lightly", "md3", "paints", "j2me" ], [ "employers", "ubisoft", "publishers", "commercial", "developers", "companies", "publisher", "academic", "india", "graduate" ], [ "reloads", "scene1", "asyncoperation", "toggled", "scene2", "newscene", "unpause", "mistakenly", "rotatedown", "pausegame" ], [ "cameraheight", "farclipplane", "crosshairs", "comet", "onbecameinvisible", "draw_rectangle", "spriteposition", "zoomin", "drawables", "centimeters" ], [ "ismovingdown", "ismovingright", "generatechunk", "ismovingup", "worldheight", "glushort", "ismovingleft", "generatemap", "tilemanager", "mapsizex" ], [ "attacker", "shields", "eh", "lever", "awarded", "odds", "invincible", "defence", "5s", "winning" ], [ "inputdata", "texcolor", "outcolor", "vtexcoord", "samplerdesc", "createdevice", "u_time", "0u", "uint2", "xmfloat4" ], [ "latency", "packet", "100ms", "1000ms", "packets", "tickrate", "clocks", "readmessage", "client", "getcurrenttime" ], [ "sourcerectangle", "eng", "_spritebatch", "screenrectangle", "actionwithaction", "gettemporary", "writeonly", "prefermultisampling", "set_colorkey", "framespersecond" ], [ "crafty", "gl_max_texture_size", "physijs", "babylon", "lanes", "dem", "lo", "950", "closure", "insted" ], [ "collideswith", "collisioncategories", "applytorque", "addexplosionforce", "cat2", "ccd", "b2contact", "body2", "motorspeed", "gamobject" ], [ "jeff", "vs2017", "superbible", "collaborating", "contributed", "pip", "faq", "löve", "beginners", "outdated" ], [ "ustaticmeshcomponent", "rootcomponent", "setupattachment", "buildtarget", "0x00000", "primaryactortick", "processevent", "modelname", "bcanevertick", "builduser" ], [ "tilelength", "spawntile", "inversetransformdirection", "groundlayers", "vibrates", "150f", "maxdist", "spawnenemies", "smoothtime", "spawndelay" ], [ "move_right", "dis", "sdl_scancode_left", "setdirection", "move_left", "_input", "del", "rmb", "reproduces", "attr" ] ]
9,166.679734
average_word_embeddings_glove.6B.300d
1
-0.163205
0.124266
0.461313
42
StackExchange
ECRTM
30
[ [ "directives", "wolfenstein", "barebones", "updaterotation", "fw", "isshooting", "thanx", "0c", "lisp", "flashdevelop" ], [ "noisemap", "octave", "chunksize", "terraintype", "getproperties", "bw", "blocktype", "grasstile", "createtile", "humidity" ], [ "bz", "setcolors", "grapple", "contour", "rail", "dfs", "linerender", "endpoints", "x4", "draw_rectangle" ], [ "gl_depth_attachment", "gl_texture_coord_array", "genbuffers", "gl4", "gldeleteshader", "gl_invalid_operation", "gldeletebuffers", "loadshader", "programid", "glattachshader" ], [ "benchmarking", "gldrawarraysinstanced", "200fps", "stripping", "dynamicvertexbuffer", "drawcalls", "stencilfunc", "benchmark", "greedy", "tabbing" ], [ "inputdata", "empirical", "inputstring", "integrators", "consumer", "swerve", "enemymanager", "btbvhtrianglemeshshape", "sick", "radiance" ], [ "relations", "feelings", "fatigue", "recipes", "discourage", "werewolf", "revisions", "western", "season", "legality" ], [ "textarea", "goomba", "smoke", "particleemitter", "rain", "sway", "lunar", "clouds", "lifespan", "entityx" ], [ "waitingforprocesstoexit", "ctor", "illegalargumentexception", "jdk", "buildplayerwindow", "playbackengines", "errormsg", "processstartinfo", "reinstalling", "androidsdktools" ], [ "mov", "getalpha", "insted", "__", "frame1", "spriteposition", "worldtoscreen", "ate", "lpd3dxsprite", "acheive" ], [ "targetplayer", "enemy", "enemyship", "defense", "tower", "towers", "turrets", "ranged", "dmg", "defence" ], [ "authoritative", "server", "packets", "websocket", "clients", "client", "networkmessage", "addplayerforconnection", "reconciliation", "disconnection" ], [ "minimap", "screenspace", "glfwgetcursorpos", "camera", "zooms", "zooming", "pscene", "reboot", "drifts", "incase" ], [ "_cameradepthtexture", "tex2d", "inout", "unitycg", "half4", "appdata_base", "tex2dlod", "cginc", "int2", "pixelshaderoutput" ], [ "aicomponent", "componenttype", "entitymanager", "movementcomponent", "physicscomponent", "playerentity", "spritecomponent", "transformcomponent", "rendersystem", "gameentity" ], [ "texturedesc", "__uuidof", "e_invalidarg", "createrendertargetview", "hresult", "state_creation", "createtexture2d", "hr", "d3d11_mapped_subresource", "m_device" ], [ "hsp", "keyboard_check", "sprite_index", "key_left", "vsp", "place_meeting", "key_right", "key_jump", "image_speed", "vk_space" ], [ "currentspeed", "1e", "deceleration", "decelerate", "max_speed", "truncate", "2a", "currentvelocity", "newtime", "braking" ], [ "anglex", "m43", "angley", "m41", "m42", "anglez", "rotatedx", "rotatedy", "pointx", "deg" ], [ "gamemain", "getregionheight", "gamestage", "v_width", "isometrictiledmaprenderer", "mygdxgame", "pixels_to_meters", "fpslogger", "worldrenderer", "atlasregion" ], [ "avg", "producer", "publisher", "songs", "purchases", "impressions", "copyrighted", "modeler", "reviews", "loadad" ], [ "groundradius", "movement_vector", "whatisground", "thescale", "cubeposition", "curposition", "shootdirection", "transformdirection", "movevertical", "smoothtime" ], [ "mytext", "fadetime", "focallength", "depthoffield", "textmeshprougui", "spawntime", "guitext", "nametext", "clientscene", "getcomponentsinchildren" ], [ "letterboxing", "640x960", "1024x768", "scaler", "image_xscale", "sprite1", "image_alpha", "eng", "dip", "correlates" ], [ "model2", "mymodel", "bonetransforms", "vertexelement", "nh", "writeonly", "modeltransforms", "model1", "modelposition", "drawindexedprimitives" ], [ "body1", "getfixturea", "collisioncategories", "destroybody", "fixtureb", "body2", "handlecollisions", "getfixtureb", "begincontact", "hitnormal" ], [ "lining", "wierd", "helped", "weirder", "az", "unimportant", "set_position", "grips", "gamecontrol", "rescaled" ], [ "nsstring", "ccdirector", "winsize", "cgpointmake", "frame_rate", "shareddirector", "autorelease", "get_node", "cclabelttf", "actionwithaction" ], [ "dae", "keyframe", "humanoid", "rigging", "mixamo", "rigged", "keyframes", "skinned", "rig", "motionbuilder" ], [ "c3", "wy", "minx", "trumbore", "miny", "x_pos", "ys", "bbox", "maxx", "stepy" ] ]
10,411.353441
average_word_embeddings_glove.6B.300d
1
-0.116751
0.132616
0.513839
42
StackExchange
ECRTM
40
[ [ "dpi", "640x480", "800x600", "retina", "letterboxing", "scaler", "ppu", "animationframe", "320x240", "osg" ], [ "meteor", "meteors", "bulletposition", "bulletlist", "melee", "healthbar", "cooldown", "fireball", "takedamage", "playerattack" ], [ "crosshair", "minimap", "panning", "update2", "camera", "scrolling", "indicator", "pratical", "viewports", "dandy" ], [ "tiletype", "terraintype", "ycoord", "mapcell", "tile", "settile", "grasstile", "xcoord", "tilepos", "tiles" ], [ "highlights", "shadows", "light", "image_xscale", "newuv", "darken", "lights", "probes", "scattering", "cascade" ], [ "id3d11device", "devicecontext", "texturedesc", "desc", "bindflags", "cpuaccessflags", "hr", "hresult", "sampledesc", "__uuidof" ], [ "swept", "poc", "drawrectangle", "sweep", "obb", "gjk", "mtv", "gridsizey", "convex", "theorem" ], [ "state", "rotatem", "playercharacter", "bam", "coroutine", "gamesettings", "bools", "attackdamage", "9999", "startvalue" ], [ "mapa", "itr", "box1", "minx", "box2", "bl", "minz", "boundingrectangle", "getmin", "maxz" ], [ "com", "oldtime", "mp3s", "www", "imgname", "watch", "addexplosionforce", "enemymanager", "bender", "_controller" ], [ "playerentity", "movementcomponent", "entitymanager", "positioncomponent", "physicscomponent", "aicomponent", "inheritance", "spritecomponent", "componenttype", "rendersystem" ], [ "rigged", "animationclips", "dae", "humanoid", "ainode", "skinned", "keyframes", "mixamo", "rigging", "mtransformation" ], [ "xc", "k1", "grad", "yc", "k2", "hw", "pz", "hh", "1376312589", "789221" ], [ "recttransformutility", "starling", "ccd", "boxcast", "2x1", "object3d", "streamlined", "screenpointtolocalpointinrectangle", "swerve", "texelfetch" ], [ "tokens", "dice", "loot", "odds", "ipos", "relations", "hostile", "rarity", "recovery", "collectible" ], [ "waitingforprocesstoexit", "pak", "postprocessor", "processstartinfo", "jdk", "bin", "playbackengines", "androidsdktools", "builduser", "errormsg" ], [ "_zoom", "createtranslation", "createlookat", "createscale", "createfromquaternion", "operand", "createrotationy", "createperspectivefieldofview", "modelposition", "zrotation" ], [ "degrees", "angley", "anglex", "deg", "gimbal", "anglez", "thruster", "targetrot", "thrusters", "counterclockwise" ], [ "object2", "spawnpoints", "object1", "spawnpoint", "childcount", "instantiated", "spawnmanager", "prefab", "gameobject", "netid" ], [ "fixtureb", "body2", "bodya", "bodyb", "body1", "bodyfactory", "destroybody", "collisioncategories", "begincontact", "applyforce" ], [ "cginc", "unitycg", "endcg", "frag", "v2f", "cgprogram", "half4", "half3", "_cameradepthtexture", "subshader" ], [ "vsp", "hsp", "sprite_index", "place_meeting", "keyboard_check", "k_down", "vk_left", "vk_space", "key_jump", "image_speed" ], [ "calculatepath", "agent", "currentnode", "agents", "frictionless", "flock", "euclidean", "manhattan", "unwalkable", "pathfinder" ], [ "spriteposition", "fillamount", "attackrange", "999999", "machinegun", "centerpoint", "mup", "150f", "insted", "bw" ], [ "authoritative", "server", "client", "clients", "udp", "packets", "multiplayer", "networkmessage", "isserver", "websocket" ], [ "rt1", "set_colorkey", "xor", "sprite1", "gradientcolorkey", "backcolor", "byval", "measurestring", "_spritebatch", "mytexture" ], [ "utilise", "ccsprites", "quirks", "settextureoffset", "tunneling", "startmoving", "heck", "brighten", "ive", "deduction" ], [ "spawnobject", "rotatepointaroundpivot", "rotatedown", "closestpoint", "entityplayer", "enemypos", "pentagon", "positon", "rotateup", "draganddrop" ], [ "v_width", "gamemain", "applicationadapter", "stub", "gamestage", "sequenceaction", "parentalpha", "isometrictiledmaprenderer", "statetime", "getregionheight" ], [ "companies", "empirical", "science", "trademark", "banners", "qa", "mindset", "recruiting", "india", "graduate" ], [ "shareddirector", "cgpointmake", "ccdirector", "ccp", "winsize", "skspritenode", "lineto", "ccrepeatforever", "fillstyle", "spritewithfile" ], [ "mace", "crossplatforminput", "draggable", "xr", "toolbar", "newscene", "primaryactortick", "setselectedgameobject", "bcanevertick", "_input" ], [ "smoothtime", "groundradius", "thescale", "shootdirection", "orthographicsize", "whatisground", "myanimator", "movement_vector", "rbody", "doublejump" ], [ "dialoguemanager", "sentences", "jsonutility", "nametext", "displaynextsentence", "setstring", "sentence", "startdialogue", "asyncoperation", "jsonstring" ], [ "scala", "gettemporary", "jython", "eigen", "protobuf", "frameworks", "adapting", "languages", "books", "ps4" ], [ "gl_vertex_array", "gl_texture_env_mode", "gldisableclientstate", "gltexenvf", "gl_texture_env", "gl_color_attachment0", "loadshader", "gl_zero", "glenableclientstate", "gl_texture_coord_array" ], [ "ogg", "song", "mediaplayer", "interstitial", "mp3", "admob", "soundeffect", "adunitid", "bitrate", "soundmanager" ], [ "555", "mov", "cubeposition", "goblin", "shields", "map1", "newsprite", "layerdepth", "mushroom", "prerendered" ], [ "frametime", "newtime", "ms_per_update", "ticks", "updatetime", "tickspersecond", "timesincelastframe", "nextgametick", "amountofticks", "getcurrenttime" ], [ "gldrawelementsinstanced", "octrees", "leafs", "greedy", "quadtrees", "treenode", "leaf", "chunked", "meshing", "gldraw" ] ]
13,822.90882
average_word_embeddings_glove.6B.300d
1
-0.111776
0.217445
0.486806
42
StackExchange
ECRTM
50
[ [ "shootdirection", "movement_vector", "groundradius", "movevertical", "thescale", "smoothtime", "myanimator", "whatisground", "currentpoint", "movehorizontal" ], [ "linux", "drivers", "programmable", "gdi", "macros", "jython", "protobuf", "interpreter", "ps4", "chipset" ], [ "size_t", "numeric_limits", "cout", "std", "itr", "cin", "aivector3d", "ia", "endl", "gt" ], [ "arbitary", "d3dxmatrixtranslation", "complication", "prerendered", "dashed", "dotted", "rail", "sdl_point", "polylines", "getmaxx" ], [ "poc", "collidables", "pins", "_strength", "collisionmanager", "zoomin", "getactor", "mov", "mycolor", "entityplayer" ], [ "swerve", "gamesalad", "nethack", "dom", "genesis", "fla", "boids", "filltext", "commander", "marmalade" ], [ "skspritenode", "cgpointmake", "ccdirector", "shareddirector", "winsize", "ccp", "runaction", "ccsequence", "nsstring", "ccsprite" ], [ "clustering", "bubbles", "quadtree", "partitioning", "sectors", "spatial", "quadtrees", "sector", "belief", "dfs" ], [ "batcher", "findregion", "sprite1", "getregionwidth", "expandx", "getregionheight", "sequenceaction", "sprite2", "setfillparent", "uiskin" ], [ "playerentity", "positioncomponent", "transformcomponent", "entitymanager", "aicomponent", "physicscomponent", "movementcomponent", "orc", "spritecomponent", "componentmanager" ], [ "soldier", "nav", "agent", "agents", "flocking", "towers", "soldiers", "formation", "pathfinder", "dijkstra" ], [ "ios", "samsung", "billing", "android", "dpi", "corona", "ipad", "gamename", "nicht", "mace" ], [ "blur", "opacity", "alpha", "transparency", "premultiplied", "mtexture", "brush", "srgb", "m_textures", "colorspace" ], [ "recovery", "attacker", "stat", "rarity", "dps", "troll", "equipment", "attacks", "equip", "stamina" ], [ "xdirection", "bang", "ydirection", "weather", "rain", "splashes", "light", "lighting", "ink", "sunlight" ], [ "producer", "ngui", "steamvr", "ar", "avg", "filler", "xr", "layerindex", "vuforia", "augmented" ], [ "caves", "terrains", "chunksize", "biomes", "biome", "seed", "rivers", "noisemap", "noise", "perlin" ], [ "editorguilayout", "sentences", "customeditor", "objectfield", "dialoguemanager", "editorgui", "serializedobject", "serializedproperty", "guilayout", "oninspectorgui" ], [ "h1", "innerhtml", "xs", "getelementbyid", "frameheight", "fillstyle", "yy", "xx", "h2", "boatposx" ], [ "groundbox", "b2polygonshape", "applyforce", "restitution", "body2", "ballbody", "getworldcenter", "collisioncategories", "body1", "applyimpulse" ], [ "cpuaccessflags", "sampledesc", "desc", "devicecontext", "miplevels", "texturedesc", "bindflags", "id3d11device", "resourceoptionflags", "resourceusage" ], [ "getimage", "arg0", "affinetransform", "imageicon", "bufferstrategy", "g2d", "stub", "addkeylistener", "graphics2d", "setpreferredsize" ], [ "androidsdktools", "postprocessor", "ctor", "jdk", "playbackengines", "errormsg", "waitingforprocesstoexit", "builduser", "gradle", "0x00000" ], [ "collision", "box1", "rect2", "box2", "rec", "mtv", "swept", "rect1", "obb", "mats" ], [ "degreestoradians", "thrusters", "quadrant", "fquat", "targetrot", "airplane", "currentspeed", "fmath", "thruster", "newdirection" ], [ "droid", "frog", "goblin", "drawcalls", "vk_s", "2x1", "vk_d", "tensor", "mspeed", "rotationoffset" ], [ "500px", "zooms", "crosshair", "switchcameras", "babylon", "camera", "axises", "ticker", "gl_depth_component32", "rescaled" ], [ "vsp", "hsp", "sprite_index", "key_left", "vk_space", "keyboard_check", "image_speed", "place_meeting", "key_right", "key_jump" ], [ "60fps", "spike", "tickspersecond", "framerate", "vsync", "30fps", "fps", "stutter", "rate", "spikes" ], [ "windowsize", "meteor", "meteors", "_spritebatch", "rt1", "cornflowerblue", "clientbounds", "bonetransforms", "backtofront", "totalmilliseconds" ], [ "server", "clients", "client", "packets", "authoritative", "udp", "websocket", "peer", "isserver", "network" ], [ "ogg", "mediaplayer", "bitrate", "achievement", "soundeffectinstance", "song", "highscores", "achievements", "soundeffect", "mp3" ], [ "iter", "m_up", "bottle", "del", "cv", "machinegun", "world1", "_tilemap", "strcmp", "mat4x4" ], [ "m13", "rotz", "rotx", "roty", "operand", "zrotation", "gimbal", "m21", "m12", "m23" ], [ "frames_per_second", "cameraheight", "spritextime", "coordinate", "absolute", "reconstructing", "9th", "expressed", "beating", "tackling" ], [ "persistentdatapath", "csv", "readallbytes", "serialize", "filestream", "stackable", "dat", "binaryformatter", "deserialize", "savedata" ], [ "triangles", "index2", "recalculatenormals", "vertexindex", "mvertices", "indices", "sharedmesh", "vertices", "index1", "mindices" ], [ "k1", "k2", "a2", "tvec", "pvec", "edge2", "qvec", "edge1", "yc", "xc" ], [ "gl_zero", "glgetdoublev", "gltexenvf", "gl_texture_env", "loadshader", "gllightfv", "glattachshader", "gl_light0", "gl_polygon", "gl_texture_env_mode" ], [ "fixed4", "frag", "half3", "endcg", "half4", "v2f", "cginc", "unitycg", "cgprogram", "subshader" ], [ "tile", "tiles", "tilex", "mapa", "tiley", "tiletype", "tile_width", "tile_height", "tilepos", "tiledata" ], [ "async", "await", "thread", "powder", "currentgamestate", "onjoinedroom", "splashscreen", "getcolorbuffertexture", "subcomponents", "gamestate" ], [ "spawner", "spawntime", "bomb", "bombs", "spawnpoints", "spawnpoint", "dif", "bulletposition", "spawnmanager", "respawn" ], [ "cursorposition", "clickable", "rightbutton", "tapping", "clicked", "mousebutton", "hitnormal", "mousepressed", "mouse", "mouseinput" ], [ "rig", "rigged", "keyframes", "ik", "humanoid", "skeleton", "rigging", "animationclips", "mecanim", "spine" ], [ "suffered", "ive", "october", "wound", "googling", "48x48", "witch", "km", "testable", "lieu" ], [ "corner", "darkens", "tileindex", "bottom", "rendersprite", "left", "scrollrect", "quadrants", "diagnose", "strange" ], [ "company", "legally", "copyright", "publisher", "ubisoft", "legal", "companies", "license", "commercial", "employers" ], [ "onstateexit", "eyepos", "liberty", "set_colorkey", "modularity", "image_xscale", "vcam", "scrollview", "playerspawn", "yp" ], [ "get_pos", "k_right", "k_down", "get_rect", "set_mode", "k_up", "get_pressed", "k_left", "k_s", "set_caption" ] ]
12,720.095938
average_word_embeddings_glove.6B.300d
1
-0.086581
0.191245
0.48237
42
Wiki Medical
ECRTM
10
[ [ "mutation", "microcephaly", "lissencephaly", "leukodystrophy", "aphasia", "aphasias", "leukodystrophies", "tay", "fluent", "sachs" ], [ "metabolized", "cytochrome", "potent", "p450", "tramadol", "mg", "metabolite", "metabolites", "generic", "pharmacology" ], [ "brca2", "cancer", "aneuploidy", "azoospermia", "brca1", "spermatozoa", "spermatogenesis", "oligospermia", "cancers", "hh" ], [ "pliny", "geological", "earth", "bismuth", "rocks", "cement", "jewelry", "tonnes", "earths", "melt" ], [ "joint", "temporomandibular", "knee", "canal", "articular", "tmj", "plantar", "meniscus", "splints", "patella" ], [ "675", "conrad", "malnourishment", "overwhelm", "166", "hindering", "balances", "277", "stabilise", "610" ], [ "antigen", "virus", "viral", "nocardia", "microbe", "protozoans", "isolates", "mycobacterium", "viruses", "antiviral" ], [ "hypovolemia", "hypoxemia", "pao2", "mmhg", "perfusion", "hypovolemic", "hg", "altitude", "hypervolemia", "bubbles" ], [ "adhd", "manic", "inattention", "prefrontal", "amygdala", "cognitive", "sleep", "bipolar", "mania", "thinking" ], [ "employment", "unemployment", "unemployed", "jobs", "wages", "labor", "labour", "donation", "miscarriage", "economy" ] ]
808.622692
average_word_embeddings_glove.6B.300d
1
-0.062704
0.273154
0.460625
42
Wiki Medical
ECRTM
20
[ [ "piano", "displaystyle", "earths", "mathrm", "notation", "introns", "dot", "earth", "prime", "infinite" ], [ "booster", "epidemics", "vaccine", "vaccines", "tick", "diphtheria", "unvaccinated", "plague", "ticks", "pertussis" ], [ "hermaphrodites", "clitoris", "rectal", "vagina", "rectovaginal", "sexual", "intercourse", "sperm", "prolapse", "hymen" ], [ "amiloride", "magnesium", "iron", "alkali", "oxalate", "citrate", "stones", "enamel", "rehydration", "aphthous" ], [ "prefrontal", "quetiapine", "mood", "aripiprazole", "manic", "depressive", "bipolar", "sleep", "delirium", "mania" ], [ "mic", "vater", "mrsa", "oxacillin", "methicillin", "rifamycin", "coli", "enterobacter", "anhedonia", "neomycin" ], [ "ventricular", "tamponade", "heart", "atrial", "systolic", "cardiac", "pulsus", "hypoxemia", "intubated", "diastolic" ], [ "eczema", "keratosis", "planus", "lichenoid", "dermatitis", "lichen", "cheilitis", "eczematous", "dermatosis", "seborrheic" ], [ "hormone", "estrogens", "aromatase", "estrogen", "androgen", "gynecomastia", "testosterone", "prolactin", "progestogen", "hpg" ], [ "sciatic", "sacroiliac", "fibrocartilage", "sciatica", "flexion", "flexed", "vertebrae", "morphine", "sacrum", "vertebra" ], [ "tax", "naloxone", "tb", "unemployment", "foster", "unemployed", "employment", "mdr", "nicotine", "workforce" ], [ "cyclophosphamide", "lymphoma", "leukemia", "lymphomas", "malignancies", "microglobulin", "nucleolus", "etoposide", "chemotherapy", "leukemias" ], [ "3a4", "glucuronidation", "2s", "alprazolam", "2d6", "metabolised", "metabolites", "piperidine", "p450", "phenyl" ], [ "encounter", "municipality", "suburb", "mucinosis", "wheal", "hogg", "birt", "papular", "intractable", "mucopolysaccharides" ], [ "amnesia", "anisocoria", "cushing", "cavernous", "thallium", "vertigo", "terrorism", "subdural", "physostigmine", "phenylephrine" ], [ "noise", "gunshot", "aphasia", "slope", "road", "snow", "homeless", "homelessness", "db", "collisions" ], [ "mutation", "holoprosencephaly", "deletion", "chromosome", "inheritance", "copy", "rett", "hypotonia", "autosomal", "inherited" ], [ "hydrocarbons", "cannabis", "beryllium", "thc", "copper", "cyanide", "carcinogen", "carotene", "cadmium", "efsa" ], [ "statins", "th1", "ldl", "amyloid", "apolipoprotein", "cholesterol", "atherosclerosis", "mhc", "influenza", "alzheimers" ], [ "intravitreal", "296", "glaucoma", "iop", "lasik", "307", "neovascular", "285", "macular", "amblyopia" ] ]
966.275066
average_word_embeddings_glove.6B.300d
1
-0.100893
0.315049
0.43545
42
Wiki Medical
ECRTM
30
[ [ "ptsd", "interpersonal", "dsm", "personality", "empathy", "avoidant", "psychoanalytic", "psychopathology", "antisocial", "narcissistic" ], [ "aortic", "embolism", "aneurysm", "bubbles", "embolus", "thrombolysis", "aorta", "dissection", "aneurysms", "resuscitation" ], [ "naproxen", "ivermectin", "chloroform", "riboflavin", "bee", "roussel", "mifepristone", "listeriosis", "substituent", "malonyl" ], [ "opacity", "corneal", "accommodative", "glaucoma", "presbyopia", "myopia", "hco3", "anisometropia", "hyperopia", "intraocular" ], [ "levodopa", "zonisamide", "cerebellum", "dystonia", "vigabatrin", "riluzole", "dbs", "donepezil", "dysarthria", "carbidopa" ], [ "platelets", "platelet", "mds", "myelodysplastic", "agglutinin", "myeloperoxidase", "abo", "leukemia", "thrombocytopenia", "fibrinogen" ], [ "copy", "exon", "gags", "geneticist", "epicanthal", "hurler", "chromosome", "carnitine", "mps", "deletion" ], [ "surname", "shake", "disambiguation", "albums", "song", "titles", "album", "opera", "amelia", "soma" ], [ "gods", "muhammad", "tetrapods", "earths", "piano", "leeches", "omitted", "ottoman", "twinning", "twins" ], [ "malocclusion", "latanoprost", "condylar", "mandibular", "maxillary", "occlusal", "mandible", "teeth", "condyle", "orthodontic" ], [ "hypersomnia", "narcolepsy", "insomnia", "sleep", "nonbenzodiazepines", "daytime", "cataplexy", "cannabis", "sleepiness", "rem" ], [ "workforce", "employment", "unemployed", "tax", "nicotine", "unemployment", "abortion", "jobs", "tb", "wages" ], [ "vaccinated", "vaccines", "virology", "vaccine", "vaccination", "influenza", "rotavirus", "virus", "vaccinate", "vaccinating" ], [ "cutaneous", "pemphigus", "lichen", "follicularis", "mucinosis", "papular", "cheilitis", "elastosis", "poikiloderma", "leukoplakia" ], [ "fasting", "levothyroxine", "insulin", "vegetarians", "ketoacidosis", "colestipol", "postprandial", "gluconeogenesis", "niacin", "dietary" ], [ "av", "eclampsia", "qt", "mexiletine", "hellp", "thyroxine", "sotalol", "atrioventricular", "qrs", "sinoatrial" ], [ "nf", "307", "296", "neurofibroma", "lait", "neurofibromas", "plexiform", "pdgfra", "multicenter", "granting" ], [ "maceration", "incessant", "wheal", "346", "stippled", "acrodermatitis", "adenopathy", "suburb", "mucopolysaccharides", "nasi" ], [ "equina", "pelvic", "incontinence", "sciatica", "prolapse", "relaxin", "sling", "cauda", "sacral", "tolterodine" ], [ "aas", "enanthate", "dht", "androgen", "testosterone", "dihydrotestosterone", "androgenic", "gynecomastia", "aromatase", "progestogenic" ], [ "ipf", "myeloma", "infliximab", "adalimumab", "beryllium", "alk", "tb", "mdr", "plasmacytoma", "proteasome" ], [ "choline", "zinc", "lps", "dentin", "antithrombin", "ha", "dcs", "cellulose", "hyaluronic", "electrons" ], [ "furfur", "trichophyton", "floccosum", "epidermophyton", "mentagrophytes", "rubrum", "ergosterol", "dermatophyte", "tinea", "mycoses" ], [ "anthrax", "gulf", "road", "vehicles", "tunnel", "chromium", "tourism", "veterans", "fao", "ebola" ], [ "bile", "gallbladder", "cholangiopancreatography", "ercp", "mrcp", "cholangitis", "cholecystectomy", "biliary", "phenelzine", "vater" ], [ "carcinomas", "teratomas", "ovarian", "teratoma", "humpath", "germ", "choriocarcinoma", "chromosomes", "seminoma", "metastasizes" ], [ "staph", "valerate", "dermoid", "teratoma", "teratomas", "meningococcal", "estradiol", "anthrax", "cholesteatoma", "meningitidis" ], [ "laryngitis", "gerd", "laryngeal", "vocal", "candidiasis", "rhinitis", "hoarse", "esophagus", "allergenic", "dysphonia" ], [ "amnesia", "dissociative", "thallium", "tremens", "bismuth", "fugue", "thiosulfate", "acetaldehyde", "delusion", "memories" ], [ "abbvie", "2d6", "cidofovir", "glaxo", "trastuzumab", "ritonavir", "prochlorperazine", "675", "fr", "multicentre" ] ]
1,146.871816
average_word_embeddings_glove.6B.300d
0.986667
-0.087556
0.303028
0.44793
42
Wiki Medical
ECRTM
40
[ [ "estradiol", "cypionate", "chlorhexidine", "probing", "periapical", "periodontal", "mucositis", "odontogenic", "omeprazole", "pge2" ], [ "glaxo", "generic", "sandoz", "pratt", "summaries", "ranbaxy", "ugt1a9", "patents", "pharmacogenomics", "mylan" ], [ "calcaneal", "tendinopathy", "foot", "cyclobenzaprine", "pioglitazone", "arthroscopy", "biomechanics", "bursitis", "metatarsal", "knee" ], [ "articulates", "scapula", "phalanges", "humerus", "zaleplon", "cellulose", "abdominis", "obliquely", "pectoralis", "hyoid" ], [ "chmp", "mds", "ruxolitinib", "myelofibrosis", "clinicaltrials", "niemann", "megakaryocytes", "granting", "itp", "thrombocytopenia" ], [ "camptodactyly", "calcinosis", "varus", "lamivudine", "tenofovir", "dolutegravir", "valgus", "carney", "keratoderma", "fumarate" ], [ "withdrawal", "benzodiazepine", "benzodiazepines", "dependence", "barbiturates", "alprazolam", "hypnotics", "hangover", "naltrexone", "narcotics" ], [ "meconium", "misoprostol", "fetal", "placenta", "placental", "hcg", "gestational", "postpartum", "umbilical", "intrauterine" ], [ "b12", "g6pd", "lactulose", "glutamine", "iron", "transferrin", "deferoxamine", "succinyl", "vegetarians", "xanthine" ], [ "nitroprusside", "carbidopa", "amd", "hypokinesia", "fe", "edta", "selegiline", "beryllium", "arsenic", "tramadol" ], [ "intraocular", "pupil", "cycloplegia", "accommodative", "mydriatic", "tropicamide", "miotic", "pupillary", "keratitis", "pilocarpine" ], [ "proctitis", "laparoscopic", "imperforate", "sigmoid", "rectum", "pelvic", "rectovaginal", "salpingitis", "fistulas", "hymen" ], [ "castor", "oxandrolone", "evil", "sildenafil", "jealousy", "viagra", "sword", "cult", "hypertrichosis", "scurvy" ], [ "titles", "surname", "disambiguation", "albums", "album", "soma", "shake", "song", "amelia", "prestige" ], [ "isotretinoin", "adhd", "metformin", "methylphenidate", "spironolactone", "enanthate", "testosterone", "tics", "cll", "aphasia" ], [ "insurers", "cannabis", "varenicline", "mdr", "gsk", "gambling", "legalized", "tb", "unemployment", "thc" ], [ "estrogenic", "gynecomastia", "luteinizing", "androgen", "hypogonadism", "prolactin", "testosterone", "progestogen", "lh", "postmenopausal" ], [ "penicillin", "xa", "introns", "intron", "antithrombin", "choline", "penicillins", "thrombin", "penicillium", "flatus" ], [ "fusarium", "rifapentine", "orlistat", "bubonic", "plague", "alcon", "biotin", "ritonavir", "msa", "mongolia" ], [ "pneumoconiosis", "colistin", "hrct", "ipf", "bronchitis", "spirometry", "bronchiectasis", "silicosis", "rsv", "fev1" ], [ "virion", "vaccine", "virology", "rabies", "capsid", "rotavirus", "hsv", "vaccines", "vaccinated", "acip" ], [ "unemployed", "richardson", "psp", "incessant", "tenesmus", "tachypnea", "maceration", "snow", "unemployment", "kaufman" ], [ "arthrogryposis", "doxorubicin", "yaws", "scarlet", "opium", "excavatum", "malaria", "rabies", "dysphoria", "intersex" ], [ "guanfacine", "dsm", "ptsd", "avoidant", "personality", "dissociative", "externalizing", "rad", "oppositional", "caregiver" ], [ "macroglobulinemia", "optica", "neuromyelitis", "canakinumab", "infliximab", "cd38", "mesangial", "waldenström", "hematuria", "polyangiitis" ], [ "nystatin", "shampoos", "furfur", "ergosterol", "dandruff", "malassezia", "cradle", "cleansers", "miconazole", "dermatophyte" ], [ "anthracycline", "doxorubicin", "anaplastic", "sarcomas", "teratomas", "teratoma", "carcinomas", "etoposide", "sarcoma", "metastasize" ], [ "tonsillitis", "pentamidine", "tizanidine", "fludrocortisone", "midodrine", "ketorolac", "losartan", "budesonide", "ciprofloxacin", "diphtheriae" ], [ "burns", "iodide", "amiloride", "vecuronium", "alkalosis", "dive", "diver", "bicarbonate", "bubbles", "hco3" ], [ "upturned", "chromosome", "dwarfism", "22q11", "dysostosis", "achondroplasia", "expressivity", "mosaicism", "mosaic", "chromosomes" ], [ "tick", "ticks", "typhus", "scrub", "drc", "fled", "terrorism", "volcanic", "mosquitoes", "ebola" ], [ "sachs", "neomycin", "dystrophin", "lovastatin", "tay", "riluzole", "morpholino", "exon", "dmd", "carnitine" ], [ "vigabatrin", "pia", "temozolomide", "felbamate", "triptan", "donepezil", "subdural", "radiosurgery", "sumatriptan", "intraparenchymal" ], [ "furoate", "fexofenadine", "ketoconazole", "mometasone", "pemphigoid", "mercaptopurine", "lichen", "bullous", "mucinosis", "planus" ], [ "mcneil", "paracetamol", "listeriosis", "reye", "ivermectin", "hydrocodone", "ortho", "niacin", "flutamide", "chromium" ], [ "risperidone", "olanzapine", "quetiapine", "aripiprazole", "haloperidol", "antipsychotics", "antipsychotic", "extrapyramidal", "manic", "bipolar" ], [ "nefazodone", "desipramine", "tcas", "doxepin", "spasmodic", "buspirone", "phenelzine", "breech", "torticollis", "hrs" ], [ "cochlear", "doxylamine", "brimonidine", "anagen", "telogen", "diphenhydramine", "timolol", "audiometry", "trichotillomania", "nipple" ], [ "atrial", "thrombus", "systolic", "vasodilatory", "cardioselective", "holter", "cardiogenic", "bisoprolol", "warfarin", "angiotensin" ], [ "ceftazidime", "dicloxacillin", "cefotaxime", "cephalosporins", "cephalosporin", "ceftriaxone", "coagulase", "spp", "gram", "cellulitis" ] ]
1,323.996618
average_word_embeddings_glove.6B.300d
0.99
-0.143079
0.304399
0.427509
42
Wiki Medical
ECRTM
50
[ [ "methanesulfonate", "2d6", "sandoz", "14c", "enantiopure", "syntheses", "ranbaxy", "piperidine", "generic", "docetaxel" ], [ "alcon", "endo", "castor", "merger", "conjoined", "ceo", "prestige", "twins", "anthrax", "electrocution" ], [ "folinic", "guanfacine", "dihydrofolate", "mucopolysaccharidosis", "bleomycin", "aminophylline", "mucinosis", "calcinosis", "livedo", "etoposide" ], [ "coca", "codeine", "bicalutamide", "progesterone", "allopregnanolone", "opium", "choline", "chloroform", "methyltestosterone", "neurosteroid" ], [ "sleep", "chlorpromazine", "akathisia", "parasomnias", "nrem", "polysomnography", "terrors", "nightmare", "rem", "extrapyramidal" ], [ "irritant", "diphenhydramine", "fexofenadine", "mometasone", "montelukast", "loratadine", "lactase", "phobia", "oxymetazoline", "phobias" ], [ "temozolomide", "lymphoma", "docetaxel", "nivolumab", "adenocarcinoma", "nsclc", "metastasis", "anthracycline", "tnm", "lymphomas" ], [ "agglutinin", "myelofibrosis", "megakaryocytes", "mds", "hemoglobinuria", "rbc", "reticulocyte", "deferoxamine", "thrombocytopenia", "fibrinogen" ], [ "hypophosphatasia", "dysostosis", "upturned", "fgfr3", "craniosynostosis", "deletion", "patau", "22q11", "fenfluramine", "taybi" ], [ "bronchiectasis", "clarithromycin", "pleurisy", "bronchoalveolar", "ppis", "vocal", "aspergillosis", "pylori", "sucralfate", "pyrazinamide" ], [ "levetiracetam", "oligonucleotide", "myoclonic", "dantrolene", "dystrophy", "gangliosidosis", "dystrophies", "valproate", "fabry", "hib" ], [ "eclampsia", "misoprostol", "placenta", "placental", "hcg", "gestational", "previa", "progesterone", "meconium", "postpartum" ], [ "vaccine", "pasteur", "vaccines", "booster", "dtap", "acip", "shingles", "vaccinated", "anthrax", "immunisation" ], [ "estradiol", "valerate", "ethinylestradiol", "norethisterone", "estrogenic", "c17β", "μg", "progestogen", "enanthate", "cypionate" ], [ "dysgeusia", "methylmalonyl", "minoxidil", "cofactor", "leigh", "malonyl", "coa", "adrenaline", "methylmalonic", "decarboxylase" ], [ "perineal", "sigmoid", "diverticulum", "hernia", "tamsulosin", "tolterodine", "prolapse", "volvulus", "intussusception", "hernias" ], [ "rapamycin", "lovastatin", "enalapril", "sirolimus", "lisinopril", "amlodipine", "cilostazol", "bicuspid", "fh", "hmg" ], [ "lipoma", "nf", "hippel", "lindau", "fibromas", "neurocutaneous", "schwannomas", "dermoid", "neurofibroma", "cyst" ], [ "carbidopa", "levodopa", "donepezil", "selegiline", "ppa", "oxytocin", "dyscalculia", "piano", "semantic", "gyrus" ], [ "talc", "eruptions", "twins", "volcanic", "plague", "bubonic", "alloys", "earthquakes", "twinning", "invited" ], [ "celecoxib", "dinitrate", "dipyridamole", "cardioselective", "tia", "antiplatelet", "isosorbide", "nitroglycerin", "dissections", "thrombolysis" ], [ "colestipol", "pioglitazone", "vldl", "orlistat", "metformin", "prediabetes", "glycated", "triglyceride", "sulfonylurea", "hba1c" ], [ "strabismus", "amblyopia", "esotropia", "binocular", "accommodative", "monocular", "exotropia", "diplopia", "torticollis", "rectus" ], [ "fluvoxamine", "olanzapine", "risperidone", "fluoxetine", "sertraline", "avoidant", "personality", "prozac", "antisocial", "dsm" ], [ "ephedrine", "paranoid", "phantom", "inversus", "loratadine", "dextrocardia", "dextromethorphan", "methamphetamine", "situs", "gambling" ], [ "testosterone", "luteinizing", "pituitary", "gnrh", "gh", "fsh", "lh", "leydig", "gonadotropins", "gonadotropin" ], [ "tenofovir", "lamivudine", "efavirenz", "dolutegravir", "nephronophthisis", "genet", "camptodactyly", "varus", "fumarate", "valgus" ], [ "baclofen", "orphenadrine", "sciatica", "amitriptyline", "nortriptyline", "als", "gabapentin", "cyclobenzaprine", "pramipexole", "phantom" ], [ "praziquantel", "neomycin", "ivermectin", "albendazole", "tapeworms", "mebendazole", "nitazoxanide", "hydatid", "clindamycin", "benzoyl" ], [ "plantaris", "keratotic", "keratoderma", "palmaris", "palmoplantar", "demarcated", "woolly", "periostitis", "tenesmus", "speckled" ], [ "vt", "digoxin", "sinoatrial", "supraventricular", "sotalol", "av", "qrs", "cardioversion", "automaticity", "tachycardias" ], [ "style", "cellulose", "leeches", "breech", "malocclusion", "omitted", "quotient", "piano", "tetrapods", "pitch" ], [ "plasmacytoma", "nefazodone", "acromion", "kleptomania", "mirtazapine", "oddi", "phenelzine", "desipramine", "tuberosity", "impingement" ], [ "arsenic", "gambling", "cholerae", "linezolid", "pyrimethamine", "price", "cholera", "tb", "bismuth", "undernutrition" ], [ "brimonidine", "latanoprost", "keratitis", "hyphema", "conjunctivitis", "timolol", "triamcinolone", "iop", "endophthalmitis", "retinitis" ], [ "coagulase", "cellulitis", "catarrhalis", "cephalosporins", "clavulanic", "staph", "moraxella", "cephalosporin", "cefuroxime", "clostridioides" ], [ "piperacillin", "mic", "vancomycin", "colistin", "lactamase", "amantadine", "ampicillin", "tazobactam", "lactam", "gbs" ], [ "bursitis", "anastrozole", "arthroscopy", "ulna", "metatarsal", "fibrocartilage", "tendinopathy", "calcaneus", "hydromorphone", "toe" ], [ "amphetamine", "methadone", "mor", "dextroamphetamine", "methylphenidate", "tramadol", "narcolepsy", "tourism", "cannabis", "adhd" ], [ "clotrimazole", "nystatin", "tretinoin", "imiquimod", "azelaic", "ergosterol", "benzoyl", "cream", "acetonide", "clobetasol" ], [ "amelia", "album", "shake", "disambiguation", "soma", "song", "titles", "surname", "comics", "albums" ], [ "medicinal", "clinicaltrials", "chmp", "enrolled", "enrolling", "granting", "ind", "cml", "hyaluronidase", "nasopharyngitis" ], [ "chloroquine", "quinine", "typhus", "pentamidine", "allopurinol", "pethidine", "babesiosis", "clofazimine", "nile", "hypertrichosis" ], [ "dentin", "pth", "edta", "h2o", "cadmium", "h2so4", "fe", "mg2", "magnesium", "calcitriol" ], [ "malocclusion", "orthognathic", "orthodontic", "cheilitis", "periodontal", "incisor", "chlorhexidine", "teeth", "maxillary", "maxilla" ], [ "isotretinoin", "temazepam", "oxazepam", "benzodiazepines", "naloxone", "sids", "nicotine", "benzodiazepine", "nitrazepam", "bupropion" ], [ "gunshot", "midazolam", "contusion", "tbi", "ketamine", "propofol", "altitude", "burns", "bupivacaine", "mannitol" ], [ "ser", "leu", "glu", "fibril", "lys", "mosaicism", "daunorubicin", "amyloid", "mitomycin", "fibrils" ], [ "sildenafil", "sadism", "paraphilia", "viagra", "consenting", "oxandrolone", "anorgasmia", "fetishism", "dissociative", "phimosis" ], [ "cd20", "waldenström", "infliximab", "azathioprine", "rituximab", "ifn", "macroglobulinemia", "lymphomas", "dmards", "sle" ] ]
1,469.944867
average_word_embeddings_glove.6B.300d
0.978
-0.124226
0.322639
0.454868
42
ArXiv ML Papers
BERTopic
10
[ [ "we", "to", "the", "and", "in", "of", "for", "is", "on", "that" ] ]
594.951091
all-mpnet-base-v2
1
-0.055488
0.32353
0.502753
42
ArXiv ML Papers
BERTopic
20
[ [ "we", "to", "the", "and", "in", "of", "for", "is", "on", "that" ] ]
665.66193
all-mpnet-base-v2
1
-0.055488
0.32353
0.514501
42
ArXiv ML Papers
BERTopic
30
[ [ "we", "to", "the", "and", "in", "of", "for", "is", "on", "that" ] ]
630.554537
all-mpnet-base-v2
1
-0.055488
0.32353
0.497637
42
ArXiv ML Papers
BERTopic
40
[ [ "we", "to", "the", "and", "in", "of", "for", "is", "on", "that" ] ]
600.276953
all-mpnet-base-v2
1
-0.055488
0.32353
0.511255
42
ArXiv ML Papers
BERTopic
50
[ [ "we", "to", "the", "and", "in", "of", "for", "is", "on", "that" ] ]
596.91662
all-mpnet-base-v2
1
-0.055488
0.32353
0.498979
42
ArXiv ML Papers
NMF
10
[ [ "the", "and", "of", "proposed", "to", "on", "by", "based", "method", "is" ], [ "to", "the", "be", "this", "neural", "model", "from", "can", "networks", "an" ], [ "to", "an", "of", "this", "the", "number", "these", "are", "our", "with" ], [ "models", "both", "are", "with", "based", "on", "and", "methods", "as", "performance" ], [ "show", "as", "the", "we", "on", "with", "our", "propose", "that", "can" ], [ "are", "the", "has", "in", "this", "we", "or", "which", "as", "been" ], [ "for", "with", "an", "we", "are", "be", "as", "algorithm", "can", "used" ], [ "training", "the", "for", "is", "data", "from", "as", "on", "model", "models" ], [ "machine", "to", "tasks", "on", "of", "algorithms", "and", "learning", "deep", "reinforcement" ], [ "algorithm", "and", "this", "is", "it", "that", "are", "be", "by", "which" ] ]
1.586743
all-mpnet-base-v2
0.49
-0.008151
0.195331
0.471904
42
ArXiv ML Papers
NMF
20
[ [ "using", "information", "between", "proposed", "to", "the", "results", "by", "of", "two" ], [ "from", "the", "it", "due", "an", "to", "their", "framework", "this", "approach" ], [ "these", "set", "the", "this", "number", "an", "of", "new", "state", "art" ], [ "ml", "research", "models", "and", "both", "the", "their", "including", "two", "are" ], [ "problem", "which", "our", "show", "we", "and", "the", "propose", "in", "algorithm" ], [ "in", "or", "are", "work", "paper", "the", "this", "been", "has", "many" ], [ "time", "are", "the", "each", "for", "test", "also", "used", "using", "analysis" ], [ "from", "to", "we", "data", "training", "real", "is", "classification", "of", "time" ], [ "deep", "of", "learning", "machine", "algorithms", "reinforcement", "tasks", "policy", "supervised", "has" ], [ "it", "problem", "which", "where", "algorithm", "is", "and", "this", "an", "at" ], [ "based", "an", "on", "performance", "by", "datasets", "this", "tasks", "classification", "task" ], [ "the", "representations", "are", "this", "show", "not", "more", "than", "also", "that" ], [ "training", "deep", "convolutional", "to", "is", "network", "networks", "neural", "we", "layer" ], [ "model", "which", "trained", "we", "performance", "models", "inference", "in", "our", "based" ], [ "to", "have", "an", "are", "as", "such", "or", "well", "these", "using" ], [ "with", "dataset", "high", "accuracy", "an", "by", "low", "performance", "results", "while" ], [ "and", "state", "methods", "gradient", "based", "method", "optimization", "proposed", "propose", "our" ], [ "we", "training", "models", "robustness", "attacks", "adversarial", "attack", "to", "against", "the" ], [ "by", "be", "this", "can", "from", "it", "or", "which", "used", "how" ], [ "the", "graphs", "graph", "gnns", "representation", "nodes", "node", "and", "our", "we" ] ]
2.614678
all-mpnet-base-v2
0.565
0.013258
0.170953
0.556752
42
ArXiv ML Papers
NMF
30
[ [ "of", "the", "to", "proposed", "between", "problem", "results", "information", "two", "space" ], [ "end", "human", "it", "have", "search", "due", "their", "to", "use", "framework" ], [ "and", "terms", "these", "the", "of", "number", "set", "analysis", "art", "large" ], [ "accuracy", "the", "two", "and", "research", "both", "between", "including", "ml", "their" ], [ "present", "the", "we", "propose", "show", "use", "which", "in", "demonstrate", "where" ], [ "been", "in", "or", "applications", "has", "work", "many", "recent", "have", "high" ], [ "using", "the", "prediction", "time", "test", "used", "each", "regression", "for", "also" ], [ "data", "and", "classification", "real", "training", "time", "to", "synthetic", "large", "supervised" ], [ "supervised", "of", "deep", "reinforcement", "learning", "machine", "tasks", "has", "metric", "agent" ], [ "it", "which", "where", "one", "is", "not", "at", "than", "when", "information" ], [ "on", "performance", "tasks", "datasets", "task", "classification", "art", "trained", "work", "or" ], [ "that", "show", "than", "not", "representations", "the", "results", "also", "more", "find" ], [ "training", "convolutional", "neural", "networks", "network", "and", "deep", "to", "layer", "performance" ], [ "the", "model", "performance", "and", "which", "in", "trained", "proposed", "inference", "parameters" ], [ "as", "well", "have", "such", "to", "these", "or", "been", "not", "using" ], [ "dataset", "high", "compared", "performance", "accuracy", "low", "results", "with", "while", "achieve" ], [ "using", "approach", "an", "which", "input", "features", "classification", "image", "high", "its" ], [ "attacks", "to", "adversarial", "training", "the", "we", "robustness", "attack", "against", "examples" ], [ "paper", "this", "problem", "approach", "the", "distribution", "process", "new", "work", "been" ], [ "generative", "fidelity", "models", "these", "of", "trained", "language", "performance", "inference", "have" ], [ "the", "detection", "based", "on", "system", "propose", "proposed", "have", "feature", "recognition" ], [ "be", "can", "used", "which", "how", "or", "it", "quantum", "they", "image" ], [ "where", "different", "are", "algorithms", "these", "they", "their", "more", "when", "the" ], [ "the", "graphs", "and", "node", "nodes", "graph", "representation", "gnns", "we", "which" ], [ "deep", "feature", "proposed", "prediction", "method", "methods", "existing", "datasets", "classification", "large" ], [ "time", "by", "images", "approach", "the", "feature", "series", "high", "between", "into" ], [ "gradient", "optimization", "stochastic", "and", "policy", "function", "convergence", "problems", "convex", "optimal" ], [ "framework", "results", "our", "approach", "method", "we", "state", "at", "art", "to" ], [ "algorithms", "algorithm", "to", "problem", "matrix", "clustering", "proposed", "linear", "sample", "rank" ], [ "from", "task", "using", "tasks", "language", "representations", "different", "knowledge", "information", "object" ] ]
3.65877
all-mpnet-base-v2
0.563333
0.022051
0.15894
0.628349
42
ArXiv ML Papers
NMF
40
[ [ "of", "proposed", "between", "results", "the", "information", "test", "error", "two", "strategy" ], [ "to", "due", "human", "their", "it", "use", "have", "framework", "used", "approach" ], [ "these", "number", "of", "set", "terms", "new", "large", "analysis", "art", "study" ], [ "both", "including", "and", "research", "two", "accuracy", "ml", "between", "their", "study" ], [ "propose", "we", "show", "demonstrate", "new", "study", "use", "present", "provide", "introduce" ], [ "been", "work", "or", "has", "in", "many", "applications", "recent", "the", "have" ], [ "analysis", "test", "also", "the", "using", "for", "used", "regression", "one", "large" ], [ "large", "data", "classification", "real", "synthetic", "the", "high", "driven", "and", "techniques" ], [ "framework", "policy", "learn", "learning", "machine", "metric", "reinforcement", "supervised", "agent", "of" ], [ "than", "the", "at", "information", "one", "is", "when", "where", "it", "its" ], [ "all", "datasets", "rely", "previous", "work", "on", "or", "focus", "real", "dataset" ], [ "that", "show", "also", "more", "than", "not", "results", "representations", "find", "prior" ], [ "neural", "architectures", "convolutional", "have", "physics", "and", "recurrent", "over", "cnns", "networks" ], [ "trained", "model", "and", "inference", "the", "to", "uncertainty", "predictions", "parameters", "in" ], [ "have", "these", "well", "the", "been", "to", "such", "as", "or", "not" ], [ "high", "accuracy", "results", "the", "dataset", "with", "compared", "all", "low", "while" ], [ "between", "the", "by", "approach", "into", "filter", "high", "while", "class", "function" ], [ "robustness", "of", "to", "adversarial", "the", "against", "attack", "attacks", "detection", "robust" ], [ "this", "approach", "paper", "new", "work", "been", "process", "system", "challenge", "presents" ], [ "information", "two", "which", "not", "propose", "feature", "has", "only", "the", "of" ], [ "problems", "optimal", "problem", "samples", "matrix", "to", "and", "the", "rank", "where" ], [ "can", "how", "it", "used", "be", "or", "to", "quantum", "they", "systems" ], [ "algorithms", "these", "more", "are", "when", "where", "they", "some", "their", "different" ], [ "graph", "the", "and", "graphs", "node", "representation", "nodes", "gnns", "we", "clustering" ], [ "proposed", "propose", "prediction", "and", "method", "feature", "optimization", "noise", "large", "using" ], [ "inference", "fidelity", "trained", "models", "generative", "these", "have", "machine", "prediction", "language" ], [ "function", "convex", "optimization", "stochastic", "and", "gradient", "policy", "convergence", "problems", "descent" ], [ "approach", "framework", "results", "our", "state", "to", "we", "first", "art", "best" ], [ "to", "proposed", "clustering", "the", "label", "linear", "algorithms", "algorithm", "matrix", "sample" ], [ "different", "from", "using", "object", "features", "set", "language", "between", "information", "representations" ], [ "based", "detection", "the", "proposed", "system", "propose", "information", "systems", "user", "approaches" ], [ "time", "series", "real", "in", "of", "at", "forecasting", "temporal", "world", "state" ], [ "datasets", "methods", "have", "problems", "existing", "both", "the", "been", "other", "many" ], [ "high", "accuracy", "state", "art", "performance", "of", "classification", "better", "using", "achieve" ], [ "generative", "image", "segmentation", "gan", "images", "text", "we", "object", "resolution", "to" ], [ "network", "neural", "to", "layer", "prediction", "architecture", "structure", "nodes", "convolutional", "show" ], [ "language", "the", "tasks", "task", "domain", "knowledge", "to", "multi", "different", "source" ], [ "input", "an", "approach", "features", "its", "using", "system", "it", "high", "technique" ], [ "in", "loss", "training", "we", "trained", "during", "pre", "to", "set", "federated" ], [ "has", "deep", "learning", "feature", "features", "have", "been", "speech", "accuracy", "results" ] ]
5.588003
all-mpnet-base-v2
0.545
0.015451
0.157201
0.655664
42
ArXiv ML Papers
NMF
50
[ [ "results", "of", "proposed", "the", "between", "test", "error", "was", "strategy", "conditions" ], [ "due", "their", "use", "framework", "to", "able", "compared", "often", "human", "end" ], [ "number", "these", "set", "new", "terms", "study", "parameters", "large", "analysis", "of" ], [ "and", "both", "two", "including", "accuracy", "ml", "research", "study", "between", "respectively" ], [ "propose", "we", "show", "use", "present", "new", "study", "demonstrate", "provide", "introduce" ], [ "particular", "in", "dimensional", "terms", "or", "context", "many", "work", "addition", "space" ], [ "large", "one", "test", "used", "day", "also", "analysis", "fast", "for", "regression" ], [ "labeled", "synthetic", "real", "driven", "large", "data", "samples", "process", "framework", "techniques" ], [ "machine", "metric", "active", "learn", "learning", "framework", "of", "supervised", "reinforcement", "to" ], [ "than", "show", "not", "find", "more", "results", "that", "representations", "prior", "also" ], [ "focus", "rely", "datasets", "all", "on", "work", "or", "trained", "real", "previous" ], [ "where", "more", "these", "when", "they", "are", "their", "some", "new", "different" ], [ "convolutional", "networks", "neural", "and", "architectures", "over", "cnns", "more", "physics", "weights" ], [ "the", "model", "trained", "predictions", "parameters", "inference", "uncertainty", "while", "global", "free" ], [ "or", "as", "such", "known", "through", "to", "using", "well", "processing", "continuous" ], [ "dataset", "with", "while", "high", "accuracy", "respect", "compared", "results", "all", "multiple" ], [ "propose", "the", "has", "prediction", "noise", "proposed", "method", "large", "using", "optimization" ], [ "large", "federated", "during", "pre", "train", "training", "we", "trained", "set", "loss" ], [ "be", "can", "used", "how", "they", "quantum", "or", "systems", "the", "such" ], [ "knowledge", "source", "adaptation", "domains", "domain", "target", "the", "transfer", "datasets", "proposed" ], [ "presents", "work", "new", "this", "paper", "process", "challenge", "approach", "system", "strategies" ], [ "have", "been", "the", "these", "machine", "has", "or", "such", "research", "their" ], [ "filter", "between", "by", "while", "the", "into", "approach", "images", "function", "dimensional" ], [ "the", "graphs", "graph", "node", "and", "nodes", "we", "gnns", "representation", "clustering" ], [ "of", "state", "the", "we", "propose", "datasets", "art", "results", "over", "approaches" ], [ "generative", "fidelity", "models", "trained", "inference", "prediction", "these", "language", "high", "at" ], [ "system", "input", "its", "high", "framework", "3d", "an", "using", "technique", "approach" ], [ "results", "framework", "approach", "first", "best", "our", "at", "work", "experiments", "only" ], [ "algorithm", "the", "to", "proposed", "regret", "clustering", "sample", "exchange", "selection", "at" ], [ "different", "using", "set", "between", "object", "representations", "from", "knowledge", "the", "language" ], [ "on", "proposed", "based", "the", "propose", "approaches", "user", "systems", "flow", "better" ], [ "forecasting", "series", "real", "each", "time", "world", "at", "temporal", "of", "hierarchical" ], [ "methods", "both", "datasets", "existing", "other", "linear", "many", "be", "hierarchical", "several" ], [ "than", "the", "is", "one", "where", "when", "its", "most", "at", "there" ], [ "generative", "gan", "segmentation", "text", "images", "image", "resolution", "trained", "we", "visual" ], [ "network", "neural", "layer", "structure", "architecture", "nodes", "convolutional", "show", "prediction", "to" ], [ "attacks", "adversarial", "the", "against", "robustness", "to", "attack", "of", "and", "robust" ], [ "classifiers", "label", "the", "accuracy", "class", "high", "classification", "classifier", "classes", "using" ], [ "reinforcement", "the", "policy", "rl", "agent", "reward", "agents", "policies", "learning", "optimal" ], [ "learning", "deep", "accuracy", "in", "results", "speech", "paper", "ensemble", "recognition", "dnn" ], [ "convex", "function", "gradient", "optimization", "stochastic", "convergence", "problems", "descent", "order", "non" ], [ "achieve", "their", "performance", "better", "design", "proposed", "computing", "different", "cost", "to" ], [ "search", "the", "algorithms", "variance", "two", "other", "more", "problems", "to", "than" ], [ "of", "selection", "and", "features", "the", "feature", "to", "attention", "speech", "results" ], [ "different", "multi", "language", "task", "tasks", "knowledge", "each", "prediction", "meta", "solving" ], [ "propose", "two", "of", "distribution", "which", "not", "only", "has", "to", "novel" ], [ "its", "but", "has", "be", "and", "not", "also", "at", "it", "well" ], [ "the", "low", "problems", "optimal", "matrix", "problem", "rank", "samples", "distribution", "linear" ], [ "between", "semantic", "information", "user", "each", "two", "channel", "multi", "local", "the" ], [ "dataset", "object", "detection", "detect", "attacks", "system", "using", "in", "rate", "the" ] ]
6.43562
all-mpnet-base-v2
0.57
0.003507
0.147042
0.675621