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Jayanth-MKV
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en_pipeline

Text Classification
spaCy
English
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Jayanth-MKV commited on
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Update spaCy pipeline

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Files changed (13) hide show
  1. .gitattributes +2 -0
  2. README.md +30 -0
  3. config.cfg +144 -0
  4. en_pipeline-any-py3-none-any.whl +3 -0
  5. meta.json +61 -0
  6. textcat/cfg +33 -0
  7. textcat/model +3 -0
  8. tokenizer +3 -0
  9. vocab/key2row +1 -0
  10. vocab/lookups.bin +3 -0
  11. vocab/strings.json +2109 -0
  12. vocab/vectors +0 -0
  13. vocab/vectors.cfg +3 -0
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ en_pipeline-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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+ textcat/model filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ tags:
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+ - spacy
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+ - text-classification
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+ language:
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+ - en
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+ ---
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+ | Feature | Description |
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+ | --- | --- |
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+ | **Name** | `en_pipeline` |
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+ | **Version** | `0.0.0` |
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+ | **spaCy** | `>=3.7.3,<3.8.0` |
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+ | **Default Pipeline** | `textcat` |
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+ | **Components** | `textcat` |
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+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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+ | **Sources** | n/a |
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+ | **License** | n/a |
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+ | **Author** | [n/a]() |
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+
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+ ### Label Scheme
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+
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+ <details>
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+
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+ <summary>View label scheme (27 labels for 1 components)</summary>
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+
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+ | Component | Labels |
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+ | --- | --- |
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+ | **`textcat`** | `change_order`, `registration_problems`, `change_shipping_address`, `cancel_order`, `newsletter_subscription`, `check_payment_methods`, `complaint`, `track_refund`, `get_invoice`, `contact_customer_service`, `delete_account`, `edit_account`, `switch_account`, `track_order`, `review`, `check_invoice`, `delivery_options`, `get_refund`, `payment_issue`, `contact_human_agent`, `check_cancellation_fee`, `check_refund_policy`, `create_account`, `place_order`, `recover_password`, `set_up_shipping_address`, `delivery_period` |
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+
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+ </details>
config.cfg ADDED
@@ -0,0 +1,144 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [paths]
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+ train = null
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+ dev = null
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+ vectors = null
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+ init_tok2vec = null
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+
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+ [system]
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+ seed = 0
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+ gpu_allocator = null
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+
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+ [nlp]
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+ lang = "en"
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+ pipeline = ["textcat"]
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+ disabled = []
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+ before_creation = null
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+ after_creation = null
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+ after_pipeline_creation = null
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+ batch_size = 1000
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+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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+ vectors = {"@vectors":"spacy.Vectors.v1"}
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+
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+ [components]
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+
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+ [components.textcat]
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+ factory = "textcat"
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+ scorer = {"@scorers":"spacy.textcat_scorer.v2"}
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+ threshold = 0.0
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+
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+ [components.textcat.model]
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+ @architectures = "spacy.TextCatEnsemble.v2"
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+ nO = null
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+
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+ [components.textcat.model.linear_model]
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+ @architectures = "spacy.TextCatBOW.v3"
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+ exclusive_classes = true
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+ length = 262144
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+ ngram_size = 1
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+ no_output_layer = false
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+ nO = null
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+
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+ [components.textcat.model.tok2vec]
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+ @architectures = "spacy.Tok2Vec.v2"
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+
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+ [components.textcat.model.tok2vec.embed]
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+ @architectures = "spacy.MultiHashEmbed.v2"
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+ width = 64
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+ rows = [2000,2000,500,1000,500]
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+ attrs = ["NORM","LOWER","PREFIX","SUFFIX","SHAPE"]
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+ include_static_vectors = false
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+
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+ [components.textcat.model.tok2vec.encode]
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+ @architectures = "spacy.MaxoutWindowEncoder.v2"
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+ width = 64
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+ window_size = 1
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+ maxout_pieces = 3
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+ depth = 2
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+
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+ [corpora]
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+
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+ [corpora.dev]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.dev}
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+ gold_preproc = false
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+ max_length = 0
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+ limit = 0
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+ augmenter = null
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+
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+ [corpora.train]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.train}
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+ gold_preproc = false
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+ max_length = 0
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+ limit = 0
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+ augmenter = null
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+
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+ [training]
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+ seed = ${system.seed}
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+ gpu_allocator = ${system.gpu_allocator}
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+ dropout = 0.1
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+ accumulate_gradient = 1
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+ patience = 1600
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+ max_epochs = 0
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+ max_steps = 20000
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+ eval_frequency = 200
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+ frozen_components = []
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+ annotating_components = []
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+ dev_corpus = "corpora.dev"
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+ train_corpus = "corpora.train"
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+ before_to_disk = null
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+ before_update = null
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+
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+ [training.batcher]
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+ @batchers = "spacy.batch_by_words.v1"
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+ discard_oversize = false
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+ tolerance = 0.2
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+ get_length = null
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+
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+ [training.batcher.size]
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+ @schedules = "compounding.v1"
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+ start = 100
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+ stop = 1000
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+ compound = 1.001
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+ t = 0.0
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+
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+ [training.logger]
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+ @loggers = "spacy.ConsoleLogger.v1"
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+ progress_bar = false
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+
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+ [training.optimizer]
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+ @optimizers = "Adam.v1"
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+ beta1 = 0.9
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+ beta2 = 0.999
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+ L2_is_weight_decay = true
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+ L2 = 0.01
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+ grad_clip = 1.0
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+ use_averages = false
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+ eps = 0.00000001
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+ learn_rate = 0.001
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+
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+ [training.score_weights]
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+ cats_score = 1.0
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+ cats_score_desc = null
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+ cats_micro_p = null
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+ cats_micro_r = null
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+ cats_micro_f = null
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+ cats_macro_p = null
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+ cats_macro_r = null
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+ cats_macro_f = null
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+ cats_macro_auc = null
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+ cats_f_per_type = null
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+
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+ [pretraining]
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+
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+ [initialize]
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+ vectors = ${paths.vectors}
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+ init_tok2vec = ${paths.init_tok2vec}
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+ vocab_data = null
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+ lookups = null
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+ before_init = null
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+ after_init = null
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+
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+ [initialize.components]
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+
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+ [initialize.tokenizer]
en_pipeline-any-py3-none-any.whl ADDED
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meta.json ADDED
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+ {
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+ "lang":"en",
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+ "name":"pipeline",
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+ "version":"0.0.0",
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+ "description":"",
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+ "author":"",
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+ "email":"",
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+ "url":"",
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+ "license":"",
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+ "spacy_version":">=3.7.3,<3.8.0",
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+ "labels":{
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+ "textcat":[
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+ "change_order",
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+ "change_shipping_address",
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+ "cancel_order",
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+ "newsletter_subscription",
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+ "check_payment_methods",
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+ "complaint",
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+ "track_refund",
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+ "get_invoice",
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+ "contact_customer_service",
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+ "delete_account",
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+ "edit_account",
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+ "switch_account",
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+ "track_order",
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+ "review",
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+ "check_invoice",
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+ "delivery_options",
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+ "get_refund",
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+ "payment_issue",
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+ "contact_human_agent",
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+ "check_cancellation_fee",
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+ "check_refund_policy",
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+ "create_account",
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+ "place_order",
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+ "recover_password",
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+ "set_up_shipping_address",
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+ "delivery_period"
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+ ]
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+ },
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+ "pipeline":[
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+ "textcat"
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+ ],
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+ "components":[
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+ "textcat"
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+ ],
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+ "disabled":[
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+
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+ ],
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+ "requirements":[
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+
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+ ]
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+ }
textcat/cfg ADDED
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+ {
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+ "labels":[
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+ "change_order",
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+ "registration_problems",
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+ "change_shipping_address",
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+ "cancel_order",
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+ "newsletter_subscription",
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+ "check_payment_methods",
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+ "complaint",
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+ "track_refund",
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+ "get_invoice",
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+ "contact_customer_service",
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+ "delete_account",
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+ "edit_account",
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+ "switch_account",
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+ "track_order",
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+ "review",
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+ "check_invoice",
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+ "delivery_options",
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+ "get_refund",
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+ "payment_issue",
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+ "contact_human_agent",
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+ "check_cancellation_fee",
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+ "check_refund_policy",
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+ "create_account",
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+ "place_order",
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+ "recover_password",
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+ "set_up_shipping_address",
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+ "delivery_period"
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+ ],
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+ "threshold":0.0,
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+ "positive_label":null
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+ }
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+ "registre",
1646
+ "regiwtered",
1647
+ "reigstration",
1648
+ "reimburfsement",
1649
+ "relcamation",
1650
+ "remember",
1651
+ "removal",
1652
+ "remove",
1653
+ "removing",
1654
+ "rep",
1655
+ "rep.",
1656
+ "report",
1657
+ "reporting",
1658
+ "reset",
1659
+ "resetting",
1660
+ "resoring",
1661
+ "restor",
1662
+ "restore",
1663
+ "restoring",
1664
+ "retridve",
1665
+ "retrieval",
1666
+ "retrieve",
1667
+ "retrieving",
1668
+ "rev",
1669
+ "rev.",
1670
+ "review",
1671
+ "rfeclamation",
1672
+ "rge",
1673
+ "ril",
1674
+ "riz",
1675
+ "rk.",
1676
+ "rly",
1677
+ "rof",
1678
+ "rom",
1679
+ "ror",
1680
+ "ros",
1681
+ "rp.",
1682
+ "rpy",
1683
+ "rs.",
1684
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1685
+ "rts",
1686
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1687
+ "s's",
1688
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1689
+ "s.c.",
1690
+ "say",
1691
+ "se",
1692
+ "secondary",
1693
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1694
+ "sed",
1695
+ "see",
1696
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1697
+ "sen",
1698
+ "sen.",
1699
+ "send",
1700
+ "sep",
1701
+ "sep.",
1702
+ "sept",
1703
+ "sept.",
1704
+ "september",
1705
+ "ser",
1706
+ "service",
1707
+ "services",
1708
+ "ses",
1709
+ "set",
1710
+ "set_up_shipping_address",
1711
+ "setting",
1712
+ "seven",
1713
+ "several",
1714
+ "sgn",
1715
+ "sgnup",
1716
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1717
+ "sha",
1718
+ "shall",
1719
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1720
+ "she's",
1721
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1722
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1723
+ "should",
1724
+ "show",
1725
+ "sic",
1726
+ "sign",
1727
+ "signed",
1728
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1729
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1730
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1731
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1732
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1733
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1734
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1735
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1736
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1737
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1738
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1739
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1740
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1741
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1742
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1743
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1744
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1745
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1746
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1747
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1748
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1749
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1750
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1751
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1752
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1753
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1754
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1755
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1756
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1757
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1758
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1759
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1760
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1761
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1762
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1763
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1764
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1765
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1766
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1767
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1768
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1769
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1770
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1771
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1772
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1773
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1774
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1775
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1776
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1777
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1778
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1779
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1780
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1781
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1782
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1783
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1784
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1785
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1786
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1787
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1788
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1789
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1790
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1791
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1792
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1793
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1794
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1795
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1796
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1797
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1798
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1799
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1800
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1801
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1803
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1805
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1806
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1807
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1808
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1809
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1812
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1815
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1817
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1818
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1819
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1823
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1824
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1827
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1828
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1829
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1830
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1831
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1832
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1833
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1834
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1835
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1836
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1837
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1838
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1862
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1863
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1864
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1865
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1866
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1867
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1868
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1869
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1870
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1872
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1873
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1874
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1875
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1876
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1877
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1878
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1879
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1880
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1881
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1888
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1894
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1897
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1898
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1899
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1900
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1901
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1902
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1903
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1904
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1905
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1906
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1907
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1908
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1909
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1910
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1911
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1912
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1913
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1914
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1915
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1916
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1917
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1918
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1919
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1920
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1921
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1922
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1923
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1924
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1925
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1926
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1927
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1928
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1929
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1930
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1931
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1932
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1933
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1934
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1935
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1936
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1937
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1938
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1939
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1940
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1941
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1943
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1953
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1955
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1961
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1962
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1964
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1965
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1966
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1967
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1968
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1970
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1971
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1972
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1973
+ "witth",
1974
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1975
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1976
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1977
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1978
+ "working",
1979
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1980
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1981
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1982
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1983
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1984
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1985
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1986
+ "x'xxxx",
1987
+ "x.",
1988
+ "x.X",
1989
+ "x.d",
1990
+ "x.x",
1991
+ "x.x.",
1992
+ "x/x",
1993
+ "xD",
1994
+ "xDD",
1995
+ "xX",
1996
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1997
+ "x_X",
1998
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1999
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2000
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2001
+ "xdd",
2002
+ "xit",
2003
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2004
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2005
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2006
+ "xx'xx",
2007
+ "xx.",
2008
+ "xxx",
2009
+ "xxx'x",
2010
+ "xxx/xx",
2011
+ "xxxx",
2012
+ "xxxx'",
2013
+ "xxxx'x",
2014
+ "xxxx\u2019",
2015
+ "xxxx\u2019x",
2016
+ "xxx\u2019x",
2017
+ "xx\u2019",
2018
+ "xx\u2019x",
2019
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2020
+ "x\u2019",
2021
+ "x\u2019x",
2022
+ "x\u2019xxxx",
2023
+ "x\ufe35x",
2024
+ "y",
2025
+ "y'",
2026
+ "y's",
2027
+ "y.",
2028
+ "ya",
2029
+ "yat",
2030
+ "yet",
2031
+ "ynt",
2032
+ "you",
2033
+ "your",
2034
+ "youur",
2035
+ "y\u2019",
2036
+ "y\u2019s",
2037
+ "z",
2038
+ "z.",
2039
+ "|",
2040
+ "}",
2041
+ "\u00a0",
2042
+ "\u00ac",
2043
+ "\u00ac_\u00ac",
2044
+ "\u00af",
2045
+ "\u00af\\(x)/\u00af",
2046
+ "\u00af\\(\u30c4)/\u00af",
2047
+ "\u00b0",
2048
+ "\u00b0C.",
2049
+ "\u00b0F.",
2050
+ "\u00b0K.",
2051
+ "\u00b0X.",
2052
+ "\u00b0c.",
2053
+ "\u00b0f.",
2054
+ "\u00b0k.",
2055
+ "\u00b0x.",
2056
+ "\u00e4",
2057
+ "\u00e4.",
2058
+ "\u00f6",
2059
+ "\u00f6.",
2060
+ "\u00fc",
2061
+ "\u00fc.",
2062
+ "\u0ca0",
2063
+ "\u0ca0_\u0ca0",
2064
+ "\u0ca0\ufe35\u0ca0",
2065
+ "\u2014",
2066
+ "\u2018",
2067
+ "\u2018S",
2068
+ "\u2018X",
2069
+ "\u2018s",
2070
+ "\u2018x",
2071
+ "\u2019",
2072
+ "\u2019-(",
2073
+ "\u2019-)",
2074
+ "\u2019Cause",
2075
+ "\u2019Cos",
2076
+ "\u2019Coz",
2077
+ "\u2019Cuz",
2078
+ "\u2019S",
2079
+ "\u2019X",
2080
+ "\u2019Xxx",
2081
+ "\u2019Xxxxx",
2082
+ "\u2019am",
2083
+ "\u2019bout",
2084
+ "\u2019cause",
2085
+ "\u2019cos",
2086
+ "\u2019coz",
2087
+ "\u2019cuz",
2088
+ "\u2019d",
2089
+ "\u2019em",
2090
+ "\u2019ll",
2091
+ "\u2019m",
2092
+ "\u2019nuff",
2093
+ "\u2019re",
2094
+ "\u2019s",
2095
+ "\u2019ve",
2096
+ "\u2019x",
2097
+ "\u2019xx",
2098
+ "\u2019xxx",
2099
+ "\u2019xxxx",
2100
+ "\u2019y",
2101
+ "\u2019\u2019",
2102
+ "\u2501",
2103
+ "\u253b",
2104
+ "\u253b\u2501\u253b",
2105
+ "\u256f",
2106
+ "\u25a1",
2107
+ "\ufe35",
2108
+ "\uff09"
2109
+ ]
vocab/vectors ADDED
Binary file (128 Bytes). View file
 
vocab/vectors.cfg ADDED
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+ "mode":"default"
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