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Update spaCy pipeline

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+ =======================================================================
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+ Creative Commons is not a party to its public
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+ ```
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+
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+
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+
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+ # DaNE
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+ * Author: Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders Søgaard
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+
README.md ADDED
@@ -0,0 +1,126 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - spacy
4
+ - token-classification
5
+ language:
6
+ - da
7
+ license: cc-by-sa-4.0
8
+ model-index:
9
+ - name: da_core_news_sm
10
+ results:
11
+ - task:
12
+ name: NER
13
+ type: token-classification
14
+ metrics:
15
+ - name: NER Precision
16
+ type: precision
17
+ value: 0.7570498915
18
+ - name: NER Recall
19
+ type: recall
20
+ value: 0.7270833333
21
+ - name: NER F Score
22
+ type: f_score
23
+ value: 0.7417640808
24
+ - task:
25
+ name: TAG
26
+ type: token-classification
27
+ metrics:
28
+ - name: TAG (XPOS) Accuracy
29
+ type: accuracy
30
+ value: 0.9498765073
31
+ - task:
32
+ name: POS
33
+ type: token-classification
34
+ metrics:
35
+ - name: POS (UPOS) Accuracy
36
+ type: accuracy
37
+ value: 0.9498765073
38
+ - task:
39
+ name: MORPH
40
+ type: token-classification
41
+ metrics:
42
+ - name: Morph (UFeats) Accuracy
43
+ type: accuracy
44
+ value: 0.9343341404
45
+ - task:
46
+ name: LEMMA
47
+ type: token-classification
48
+ metrics:
49
+ - name: Lemma Accuracy
50
+ type: accuracy
51
+ value: 0.9449878935
52
+ - task:
53
+ name: UNLABELED_DEPENDENCIES
54
+ type: token-classification
55
+ metrics:
56
+ - name: Unlabeled Attachment Score (UAS)
57
+ type: f_score
58
+ value: 0.7988826816
59
+ - task:
60
+ name: LABELED_DEPENDENCIES
61
+ type: token-classification
62
+ metrics:
63
+ - name: Labeled Attachment Score (LAS)
64
+ type: f_score
65
+ value: 0.752849162
66
+ - task:
67
+ name: SENTS
68
+ type: token-classification
69
+ metrics:
70
+ - name: Sentences F-Score
71
+ type: f_score
72
+ value: 0.884097035
73
+ ---
74
+ ### Details: https://spacy.io/models/da#da_core_news_sm
75
+
76
+ Danish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
77
+
78
+ | Feature | Description |
79
+ | --- | --- |
80
+ | **Name** | `da_core_news_sm` |
81
+ | **Version** | `3.4.0` |
82
+ | **spaCy** | `>=3.4.0,<3.5.0` |
83
+ | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
84
+ | **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
85
+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
86
+ | **Sources** | [UD Danish DDT v2.8](https://github.com/UniversalDependencies/UD_Danish-DDT) (Johannsen, Anders; Martínez Alonso, Héctor; Plank, Barbara)<br />[DaNE](https://github.com/alexandrainst/danlp/blob/master/docs/datasets.md#danish-dependency-treebank-dane) (Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders Søgaard) |
87
+ | **License** | `CC BY-SA 4.0` |
88
+ | **Author** | [Explosion](https://explosion.ai) |
89
+
90
+ ### Label Scheme
91
+
92
+ <details>
93
+
94
+ <summary>View label scheme (194 labels for 3 components)</summary>
95
+
96
+ | Component | Labels |
97
+ | --- | --- |
98
+ | **`morphologizer`** | `AdpType=Prep\|POS=ADP`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `Mood=Ind\|POS=AUX\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `POS=PROPN`, `Definite=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=SCONJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `POS=ADV`, `Number=Plur\|POS=DET\|PronType=Dem`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `POS=PUNCT`, `POS=CCONJ`, `Definite=Ind\|Degree=Cmp\|Number=Sing\|POS=ADJ`, `Degree=Cmp\|POS=ADJ`, `POS=PRON\|PartType=Inf`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Ind`, `Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Pos\|POS=ADV`, `Definite=Def\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Dem`, `NumType=Card\|POS=NUM`, `Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `NumType=Ord\|POS=ADJ`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=VERB\|VerbForm=Inf\|Voice=Act`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `POS=ADP\|PartType=Inf`, `Degree=Pos\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `POS=AUX\|VerbForm=Inf\|Voice=Act`, `Definite=Ind\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `POS=PART\|PartType=Inf`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Com\|POS=PRON\|PronType=Ind`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Imp\|POS=VERB`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=X`, `Case=Nom\|Gender=Com\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `POS=VERB\|Tense=Pres\|VerbForm=Part`, `Number=Plur\|POS=PRON\|PronType=Int,Rel`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `Degree=Cmp\|POS=ADV`, `POS=ADV\|PartType=Inf`, `Degree=Sup\|POS=ADV`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|POS=PROPN`, `POS=ADP`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `Definite=Def\|Degree=Sup\|POS=ADJ`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Degree=Pos\|Number=Sing\|POS=ADJ`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Gender=Com\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Number=Plur\|POS=PRON\|PronType=Rcp`, `Case=Gen\|Degree=Cmp\|POS=ADJ`, `POS=SPACE`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Number[psor]=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=INTJ`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Case=Acc\|Gender=Com\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Definite=Def\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Com\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Definite=Ind\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `POS=SYM`, `Case=Nom\|Gender=Com\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Degree=Sup\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Ind\|Style=Arch`, `Case=Gen\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Dem`, `Foreign=Yes\|POS=X`, `POS=DET\|Person=2\|Polite=Form\|Poss=Yes\|PronType=Prs`, `Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Com\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|POS=PRON\|PronType=Int,Rel`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Dem`, `Abbr=Yes\|POS=X`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `Definite=Def\|Degree=Abs\|POS=ADJ`, `Definite=Ind\|Degree=Sup\|Number=Sing\|POS=ADJ`, `Definite=Ind\|POS=NOUN`, `Gender=Com\|Number=Plur\|POS=NOUN`, `Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Com\|POS=PRON\|PronType=Int,Rel`, `Case=Nom\|Gender=Com\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Degree=Abs\|POS=ADV`, `POS=VERB\|VerbForm=Ger`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Degree=Sup\|Number=Sing\|POS=ADJ`, `Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs\|Style=Form`, `Case=Gen\|Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Com\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Gender=Com\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `POS=VERB\|Tense=Pres`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Ind`, `Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=PRON\|Person=2\|Polite=Form\|Poss=Yes\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=AUX\|Tense=Pres\|VerbForm=Part`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Com\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Gender=Neut\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs\|Reflex=Yes`, `Definite=Ind\|Number=Plur\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Mood=Imp\|POS=AUX`, `Gender=Com\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|POS=NOUN`, `Number[psor]=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=DET\|PronType=Dem`, `Definite=Def\|Number=Plur\|POS=NOUN` |
99
+ | **`parser`** | `ROOT`, `acl:relcl`, `advcl`, `advmod`, `advmod:lmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound:prt`, `conj`, `cop`, `dep`, `det`, `expl`, `fixed`, `flat`, `iobj`, `list`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obl`, `obl:lmod`, `obl:tmod`, `punct`, `xcomp` |
100
+ | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
101
+
102
+ </details>
103
+
104
+ ### Accuracy
105
+
106
+ | Type | Score |
107
+ | --- | --- |
108
+ | `TOKEN_ACC` | 99.95 |
109
+ | `TOKEN_P` | 99.78 |
110
+ | `TOKEN_R` | 99.75 |
111
+ | `TOKEN_F` | 99.76 |
112
+ | `POS_ACC` | 94.99 |
113
+ | `MORPH_ACC` | 93.43 |
114
+ | `MORPH_MICRO_P` | 95.72 |
115
+ | `MORPH_MICRO_R` | 94.69 |
116
+ | `MORPH_MICRO_F` | 95.20 |
117
+ | `SENTS_P` | 89.62 |
118
+ | `SENTS_R` | 87.23 |
119
+ | `SENTS_F` | 88.41 |
120
+ | `DEP_UAS` | 79.89 |
121
+ | `DEP_LAS` | 75.28 |
122
+ | `LEMMA_ACC` | 94.50 |
123
+ | `TAG_ACC` | 94.99 |
124
+ | `ENTS_P` | 75.70 |
125
+ | `ENTS_R` | 72.71 |
126
+ | `ENTS_F` | 74.18 |
accuracy.json ADDED
@@ -0,0 +1,318 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ },
42
+ "Number": {
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+ "Number[psor]": {
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+ "Poss": {
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+ "p": 0.6,
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102
+ "Foreign": {
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+ "Style": {
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+ }
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+ },
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+ },
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164
+ "aux": {
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168
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169
+ "acl:relcl": {
170
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174
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+ "det": {
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+ },
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224
+ "cop": {
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+ "dep": {
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+ "list": {
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254
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+ }
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+ },
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+ "lemma_acc": 0.9449878935,
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+ "LOC": {
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+ "f": 0.787037037
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+ }
316
+ },
317
+ "speed": 13598.0305859988
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+ }
attribute_ruler/patterns ADDED
Binary file (1.02 kB). View file
 
config.cfg ADDED
@@ -0,0 +1,286 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [paths]
2
+ train = null
3
+ dev = null
4
+ vectors = null
5
+ init_tok2vec = null
6
+
7
+ [system]
8
+ gpu_allocator = null
9
+ seed = 0
10
+
11
+ [nlp]
12
+ lang = "da"
13
+ pipeline = ["tok2vec","morphologizer","parser","lemmatizer","senter","attribute_ruler","ner"]
14
+ disabled = ["senter"]
15
+ before_creation = null
16
+ after_creation = null
17
+ after_pipeline_creation = null
18
+ batch_size = 256
19
+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
20
+
21
+ [components]
22
+
23
+ [components.attribute_ruler]
24
+ factory = "attribute_ruler"
25
+ scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
26
+ validate = false
27
+
28
+ [components.lemmatizer]
29
+ factory = "trainable_lemmatizer"
30
+ backoff = "orth"
31
+ min_tree_freq = 3
32
+ overwrite = false
33
+ scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
34
+ top_k = 1
35
+
36
+ [components.lemmatizer.model]
37
+ @architectures = "spacy.Tagger.v2"
38
+ nO = null
39
+ normalize = false
40
+
41
+ [components.lemmatizer.model.tok2vec]
42
+ @architectures = "spacy.Tok2VecListener.v1"
43
+ width = ${components.tok2vec.model.encode:width}
44
+ upstream = "tok2vec"
45
+
46
+ [components.morphologizer]
47
+ factory = "morphologizer"
48
+ extend = false
49
+ overwrite = true
50
+ scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
51
+
52
+ [components.morphologizer.model]
53
+ @architectures = "spacy.Tagger.v2"
54
+ nO = null
55
+ normalize = false
56
+
57
+ [components.morphologizer.model.tok2vec]
58
+ @architectures = "spacy.Tok2VecListener.v1"
59
+ width = ${components.tok2vec.model.encode:width}
60
+ upstream = "tok2vec"
61
+
62
+ [components.ner]
63
+ factory = "ner"
64
+ incorrect_spans_key = null
65
+ moves = null
66
+ scorer = {"@scorers":"spacy.ner_scorer.v1"}
67
+ update_with_oracle_cut_size = 100
68
+
69
+ [components.ner.model]
70
+ @architectures = "spacy.TransitionBasedParser.v2"
71
+ state_type = "ner"
72
+ extra_state_tokens = false
73
+ hidden_width = 64
74
+ maxout_pieces = 2
75
+ use_upper = true
76
+ nO = null
77
+
78
+ [components.ner.model.tok2vec]
79
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+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act",
32
+ "POS=ADV",
33
+ "Number=Plur|POS=DET|PronType=Dem",
34
+ "Degree=Pos|Number=Plur|POS=ADJ",
35
+ "Definite=Ind|Gender=Com|Number=Plur|POS=NOUN",
36
+ "POS=PUNCT",
37
+ "POS=CCONJ",
38
+ "Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ",
39
+ "Degree=Cmp|POS=ADJ",
40
+ "POS=PRON|PartType=Inf",
41
+ "Gender=Com|Number=Sing|POS=DET|PronType=Ind",
42
+ "Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ",
43
+ "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs",
44
+ "Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
45
+ "Definite=Def|Degree=Pos|Number=Sing|POS=ADJ",
46
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
47
+ "Degree=Pos|POS=ADV",
48
+ "Definite=Def|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
49
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
50
+ "POS=PRON|PronType=Dem",
51
+ "NumType=Card|POS=NUM",
52
+ "Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
53
+ "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs",
54
+ "Degree=Pos|Gender=Com|Number=Sing|POS=ADJ",
55
+ "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs",
56
+ "NumType=Ord|POS=ADJ",
57
+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
58
+ "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act",
59
+ "POS=VERB|VerbForm=Inf|Voice=Act",
60
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act",
61
+ "POS=NOUN",
62
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass",
63
+ "POS=ADP|PartType=Inf",
64
+ "Degree=Pos|POS=ADJ",
65
+ "Definite=Def|Gender=Com|Number=Plur|POS=NOUN",
66
+ "Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
67
+ "Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN",
68
+ "POS=AUX|VerbForm=Inf|Voice=Act",
69
+ "Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ",
70
+ "Gender=Com|Number=Sing|POS=DET|PronType=Dem",
71
+ "Number=Plur|POS=DET|PronType=Ind",
72
+ "Gender=Com|Number=Sing|POS=PRON|PronType=Ind",
73
+ "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
74
+ "POS=PART|PartType=Inf",
75
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Ind",
76
+ "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
77
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
78
+ "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
79
+ "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs",
80
+ "Case=Nom|Gender=Com|POS=PRON|PronType=Ind",
81
+ "Gender=Neut|Number=Sing|POS=PRON|PronType=Ind",
82
+ "Mood=Imp|POS=VERB",
83
+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
84
+ "Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
85
+ "POS=X",
86
+ "Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs",
87
+ "Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN",
88
+ "POS=VERB|Tense=Pres|VerbForm=Part",
89
+ "Number=Plur|POS=PRON|PronType=Int,Rel",
90
+ "POS=VERB|VerbForm=Inf|Voice=Pass",
91
+ "Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN",
92
+ "Degree=Cmp|POS=ADV",
93
+ "POS=ADV|PartType=Inf",
94
+ "Degree=Sup|POS=ADV",
95
+ "Number=Plur|POS=PRON|PronType=Dem",
96
+ "Number=Plur|POS=PRON|PronType=Ind",
97
+ "Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
98
+ "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs",
99
+ "Case=Gen|POS=PROPN",
100
+ "POS=ADP",
101
+ "Degree=Cmp|Number=Plur|POS=ADJ",
102
+ "Definite=Def|Degree=Sup|POS=ADJ",
103
+ "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
104
+ "Degree=Pos|Number=Sing|POS=ADJ",
105
+ "Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
106
+ "Gender=Com|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form",
107
+ "Number=Plur|POS=PRON|PronType=Rcp",
108
+ "Case=Gen|Degree=Cmp|POS=ADJ",
109
+ "POS=SPACE",
110
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
111
+ "Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
112
+ "POS=INTJ",
113
+ "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
114
+ "Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
115
+ "Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form",
116
+ "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs",
117
+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
118
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
119
+ "Number=Sing|POS=PRON|PronType=Int,Rel",
120
+ "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form",
121
+ "Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel",
122
+ "Definite=Def|Degree=Sup|Number=Plur|POS=ADJ",
123
+ "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs",
124
+ "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
125
+ "Definite=Ind|Number=Sing|POS=NOUN",
126
+ "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
127
+ "Number=Plur|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
128
+ "POS=SYM",
129
+ "Case=Nom|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs",
130
+ "Degree=Sup|POS=ADJ",
131
+ "Number=Plur|POS=DET|PronType=Ind|Style=Arch",
132
+ "Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Dem",
133
+ "Foreign=Yes|POS=X",
134
+ "POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs",
135
+ "Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
136
+ "Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs",
137
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
138
+ "Case=Gen|POS=PRON|PronType=Int,Rel",
139
+ "Gender=Com|Number=Sing|POS=PRON|PronType=Dem",
140
+ "Abbr=Yes|POS=X",
141
+ "Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN",
142
+ "Definite=Def|Degree=Abs|POS=ADJ",
143
+ "Definite=Ind|Degree=Sup|Number=Sing|POS=ADJ",
144
+ "Definite=Ind|POS=NOUN",
145
+ "Gender=Com|Number=Plur|POS=NOUN",
146
+ "Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
147
+ "Gender=Com|POS=PRON|PronType=Int,Rel",
148
+ "Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs",
149
+ "Degree=Abs|POS=ADV",
150
+ "POS=VERB|VerbForm=Ger",
151
+ "POS=VERB|Tense=Past|VerbForm=Part",
152
+ "Definite=Def|Degree=Sup|Number=Sing|POS=ADJ",
153
+ "Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Style=Form",
154
+ "Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ",
155
+ "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ",
156
+ "Case=Acc|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs",
157
+ "Gender=Com|Number=Sing|POS=PRON|PronType=Int,Rel",
158
+ "POS=VERB|Tense=Pres",
159
+ "Case=Gen|Number=Plur|POS=DET|PronType=Ind",
160
+ "Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
161
+ "POS=PRON|Person=2|Polite=Form|Poss=Yes|PronType=Prs",
162
+ "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
163
+ "POS=AUX|Tense=Pres|VerbForm=Part",
164
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass",
165
+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
166
+ "Degree=Sup|Number=Plur|POS=ADJ",
167
+ "Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs",
168
+ "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
169
+ "Definite=Ind|Number=Plur|POS=NOUN",
170
+ "Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
171
+ "Mood=Imp|POS=AUX",
172
+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
173
+ "Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
174
+ "Definite=Def|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
175
+ "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
176
+ "Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Ind",
177
+ "Case=Gen|POS=NOUN",
178
+ "Number[psor]=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
179
+ "POS=DET|PronType=Dem",
180
+ "Definite=Def|Number=Plur|POS=NOUN"
181
+ ],
182
+ "parser":[
183
+ "ROOT",
184
+ "acl:relcl",
185
+ "advcl",
186
+ "advmod",
187
+ "advmod:lmod",
188
+ "amod",
189
+ "appos",
190
+ "aux",
191
+ "case",
192
+ "cc",
193
+ "ccomp",
194
+ "compound:prt",
195
+ "conj",
196
+ "cop",
197
+ "dep",
198
+ "det",
199
+ "expl",
200
+ "fixed",
201
+ "flat",
202
+ "iobj",
203
+ "list",
204
+ "mark",
205
+ "nmod",
206
+ "nmod:poss",
207
+ "nsubj",
208
+ "nummod",
209
+ "obj",
210
+ "obl",
211
+ "obl:lmod",
212
+ "obl:tmod",
213
+ "punct",
214
+ "xcomp"
215
+ ],
216
+ "attribute_ruler":[
217
+
218
+ ],
219
+ "ner":[
220
+ "LOC",
221
+ "MISC",
222
+ "ORG",
223
+ "PER"
224
+ ]
225
+ },
226
+ "pipeline":[
227
+ "tok2vec",
228
+ "morphologizer",
229
+ "parser",
230
+ "lemmatizer",
231
+ "attribute_ruler",
232
+ "ner"
233
+ ],
234
+ "components":[
235
+ "tok2vec",
236
+ "morphologizer",
237
+ "parser",
238
+ "lemmatizer",
239
+ "senter",
240
+ "attribute_ruler",
241
+ "ner"
242
+ ],
243
+ "disabled":[
244
+ "senter"
245
+ ],
246
+ "performance":{
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+ "token_p":0.9977732598,
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+ "token_r":0.9974835463,
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+ "token_f":0.997628382,
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+ "pos_acc":0.9498765073,
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+ "morph_acc":0.9343341404,
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+ "morph_micro_p":0.9571895091,
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+ "morph_micro_r":0.9468981879,
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+ "morph_micro_f":0.9520160369,
256
+ "morph_per_feat":{
257
+ "Mood":{
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+ "r":0.9637750238,
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+ "f":0.9646946565
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262
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267
+ "VerbForm":{
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+ "p":0.9404176904,
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+ "r":0.9369645043,
270
+ "f":0.9386879215
271
+ },
272
+ "Voice":{
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275
+ "f":0.9681767128
276
+ },
277
+ "Definite":{
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+ "p":0.9533574588,
279
+ "r":0.9367838799,
280
+ "f":0.9449980072
281
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282
+ "Gender":{
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+ "Number":{
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+ "f":0.9458891516
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292
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295
+ "f":0.9906458797
296
+ },
297
+ "PartType":{
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299
+ "r":1.0,
300
+ "f":1.0
301
+ },
302
+ "Case":{
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+ "Person":{
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311
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+ "PronType":{
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315
+ "f":0.9794069193
316
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317
+ "NumType":{
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321
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322
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325
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326
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327
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329
+ "r":1.0,
330
+ "f":1.0
331
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332
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335
+ "f":0.9942196532
336
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337
+ "Poss":{
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339
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340
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341
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342
+ "Polite":{
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346
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347
+ "Foreign":{
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350
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351
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352
+ "Abbr":{
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354
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355
+ "f":0.0
356
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357
+ "Style":{
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359
+ "r":1.0,
360
+ "f":1.0
361
+ }
362
+ },
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+ "f":0.6726395589
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+ "root":{
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378
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379
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383
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384
+ "case":{
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389
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394
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398
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399
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404
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+ "f":0.8450292398
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414
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418
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419
+ "advmod:lmod":{
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424
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438
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+ "advcl":{
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464
+ "mark":{
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+ "dep":{
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+ "iobj":{
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489
+ "xcomp":{
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494
+ "list":{
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499
+ "vocative":{
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504
+ "fixed":{
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+ "f":0.3846153846
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+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
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+ }
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+ "p":0.6630434783,
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+ "f":0.6703296703
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+ "f":0.6666666667
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+ "LOC":{
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+ "p":0.8095238095,
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+ "r":0.7657657658,
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+ "f":0.787037037
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+ }
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+ },
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+ "speed":13598.0305859988
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+ },
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+ "sources":[
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+ {
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+ "name":"UD Danish DDT v2.8",
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+ "url":"https://github.com/UniversalDependencies/UD_Danish-DDT",
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+ "license":"CC BY-SA 4.0",
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+ "author":"Johannsen, Anders; Mart\u00ednez Alonso, H\u00e9ctor; Plank, Barbara"
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+ },
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+ {
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+ "name":"DaNE",
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+ "url":"https://github.com/alexandrainst/danlp/blob/master/docs/datasets.md#danish-dependency-treebank-dane",
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+ "license":"CC BY-SA 4.0",
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+ "author":"Rasmus Hvingelby, Amalie B. Pauli, Maria Barrett, Christina Rosted, Lasse M. Lidegaard, Anders S\u00f8gaard"
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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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+ }
morphologizer/cfg ADDED
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+ {
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+ "extend":false,
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+ "labels_morph":{
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+ "AdpType=Prep|POS=ADP":"AdpType=Prep",
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+ "Definite=Ind|Gender=Com|Number=Sing|POS=NOUN":"Definite=Ind|Gender=Com|Number=Sing",
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+ "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act",
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+ "POS=PROPN":"",
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+ "Definite=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Definite=Ind|Number=Sing|Tense=Past|VerbForm=Part",
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+ "POS=SCONJ":"",
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+ "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
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+ "Degree=Pos|Number=Plur|POS=ADJ":"Degree=Pos|Number=Plur",
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+ "Definite=Ind|Gender=Com|Number=Plur|POS=NOUN":"Definite=Ind|Gender=Com|Number=Plur",
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+ "POS=PUNCT":"",
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+ "POS=CCONJ":"",
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+ "Definite=Ind|Degree=Cmp|Number=Sing|POS=ADJ":"Definite=Ind|Degree=Cmp|Number=Sing",
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+ "Degree=Cmp|POS=ADJ":"Degree=Cmp",
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+ "POS=PRON|PartType=Inf":"PartType=Inf",
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+ "Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ":"Definite=Ind|Degree=Pos|Number=Sing",
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+ "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs",
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+ "Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Definite=Ind|Gender=Neut|Number=Plur",
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+ "Gender=Neut|Number=Sing|POS=DET|PronType=Dem":"Gender=Neut|Number=Sing|PronType=Dem",
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+ "Degree=Pos|POS=ADV":"Degree=Pos",
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+ "Definite=Def|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Definite=Def|Number=Sing|Tense=Past|VerbForm=Part",
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+ "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Definite=Ind|Gender=Neut|Number=Sing",
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+ "POS=PRON|PronType=Dem":"PronType=Dem",
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+ "NumType=Card|POS=NUM":"NumType=Card",
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+ "Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":"Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing",
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+ "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Com|Number=Sing|Person=3|PronType=Prs",
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+ "Degree=Pos|Gender=Com|Number=Sing|POS=ADJ":"Degree=Pos|Gender=Com|Number=Sing",
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+ "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Com|Number=Sing|Person=3|PronType=Prs",
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+ "NumType=Ord|POS=ADJ":"NumType=Ord",
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+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes":"Gender=Com|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
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+ "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Act",
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+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Act",
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+ "POS=NOUN":"",
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+ "POS=ADP|PartType=Inf":"PartType=Inf",
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+ "Degree=Pos|POS=ADJ":"Degree=Pos",
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+ "Definite=Def|Gender=Com|Number=Plur|POS=NOUN":"Definite=Def|Gender=Com|Number=Plur",
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+ "Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
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+ "Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Com|Number=Sing",
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+ "POS=AUX|VerbForm=Inf|Voice=Act":"VerbForm=Inf|Voice=Act",
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+ "Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ":"Definite=Ind|Degree=Pos|Gender=Com|Number=Sing",
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+ "Gender=Com|Number=Sing|POS=DET|PronType=Dem":"Gender=Com|Number=Sing|PronType=Dem",
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+ "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
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+ "Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Gender=Com|Number=Sing|PronType=Ind",
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+ "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PronType=Prs|Reflex=Yes",
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+ "POS=PART|PartType=Inf":"PartType=Inf",
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+ "Gender=Neut|Number=Sing|POS=DET|PronType=Ind":"Gender=Neut|Number=Sing|PronType=Ind",
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+ "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Number=Plur|Person=3|PronType=Prs",
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+ "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Sing",
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+ "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
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+ "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Gender=Com|Number=Sing|Person=1|PronType=Prs",
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+ "Case=Nom|Gender=Com|POS=PRON|PronType=Ind":"Case=Nom|Gender=Com|PronType=Ind",
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+ "Gender=Neut|Number=Sing|POS=PRON|PronType=Ind":"Gender=Neut|Number=Sing|PronType=Ind",
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+ "Mood=Imp|POS=VERB":"Mood=Imp",
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+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Com|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
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+ "Definite=Ind|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Definite=Ind|Number=Sing|Tense=Past|VerbForm=Part",
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+ "POS=X":"",
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+ "Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Gender=Com|Number=Plur|Person=1|PronType=Prs",
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+ "Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Com|Number=Plur",
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+ "POS=VERB|Tense=Pres|VerbForm=Part":"Tense=Pres|VerbForm=Part",
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+ "Number=Plur|POS=PRON|PronType=Int,Rel":"Number=Plur|PronType=Int,Rel",
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+ "POS=VERB|VerbForm=Inf|Voice=Pass":"VerbForm=Inf|Voice=Pass",
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+ "Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Com|Number=Sing",
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+ "Degree=Cmp|POS=ADV":"Degree=Cmp",
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+ "POS=ADV|PartType=Inf":"PartType=Inf",
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+ "Degree=Sup|POS=ADV":"Degree=Sup",
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+ "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem",
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+ "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
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+ "Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Definite=Def|Gender=Neut|Number=Plur",
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+ "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Acc|Gender=Com|Number=Sing|Person=1|PronType=Prs",
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+ "Case=Gen|POS=PROPN":"Case=Gen",
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+ "POS=ADP":"",
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+ "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
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+ "Definite=Def|Degree=Sup|POS=ADJ":"Definite=Def|Degree=Sup",
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+ "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Neut|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
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+ "Degree=Pos|Number=Sing|POS=ADJ":"Degree=Pos|Number=Sing",
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+ "Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes":"Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
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+ "Gender=Com|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form":"Gender=Com|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs|Style=Form",
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+ "Number=Plur|POS=PRON|PronType=Rcp":"Number=Plur|PronType=Rcp",
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+ "Case=Gen|Degree=Cmp|POS=ADJ":"Case=Gen|Degree=Cmp",
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+ "POS=SPACE":"",
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+ "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Plur",
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+ "Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
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+ "POS=INTJ":"",
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+ "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
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+ "Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":"Degree=Pos|Gender=Neut|Number=Sing",
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+ "Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form":"Gender=Neut|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs|Style=Form",
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+ "Case=Acc|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Acc|Gender=Com|Number=Sing|Person=2|PronType=Prs",
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+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Com|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
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+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Plur",
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+ "Number=Sing|POS=PRON|PronType=Int,Rel":"Number=Sing|PronType=Int,Rel",
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+ "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs|Style=Form":"Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs|Style=Form",
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+ "Gender=Neut|Number=Sing|POS=PRON|PronType=Int,Rel":"Gender=Neut|Number=Sing|PronType=Int,Rel",
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+ "Definite=Def|Degree=Sup|Number=Plur|POS=ADJ":"Definite=Def|Degree=Sup|Number=Plur",
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+ "Case=Nom|Gender=Com|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Gender=Com|Number=Sing|Person=2|PronType=Prs",
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+ "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes":"Gender=Neut|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
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+ "Definite=Ind|Number=Sing|POS=NOUN":"Definite=Ind|Number=Sing",
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+ "Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Number=Plur|Tense=Past|VerbForm=Part",
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+ "Number=Plur|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes":"Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
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+ "POS=SYM":"",
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+ "Case=Nom|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Nom|Gender=Com|Person=2|Polite=Form|PronType=Prs",
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+ "Degree=Sup|POS=ADJ":"Degree=Sup",
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+ "Number=Plur|POS=DET|PronType=Ind|Style=Arch":"Number=Plur|PronType=Ind|Style=Arch",
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+ "Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Dem":"Case=Gen|Gender=Com|Number=Sing|PronType=Dem",
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+ "Foreign=Yes|POS=X":"Foreign=Yes",
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+ "POS=DET|Person=2|Polite=Form|Poss=Yes|PronType=Prs":"Person=2|Polite=Form|Poss=Yes|PronType=Prs",
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+ "Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":"Gender=Neut|Number=Sing|PronType=Dem",
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+ "Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Acc|Gender=Com|Number=Plur|Person=1|PronType=Prs",
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+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
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+ "Case=Gen|POS=PRON|PronType=Int,Rel":"Case=Gen|PronType=Int,Rel",
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+ "Gender=Com|Number=Sing|POS=PRON|PronType=Dem":"Gender=Com|Number=Sing|PronType=Dem",
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+ "Abbr=Yes|POS=X":"Abbr=Yes",
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+ "Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Com|Number=Plur",
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+ "Definite=Def|Degree=Abs|POS=ADJ":"Definite=Def|Degree=Abs",
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+ "Definite=Ind|Degree=Sup|Number=Sing|POS=ADJ":"Definite=Ind|Degree=Sup|Number=Sing",
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+ "Definite=Ind|POS=NOUN":"Definite=Ind",
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+ "Gender=Com|Number=Plur|POS=NOUN":"Gender=Com|Number=Plur",
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+ "Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
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+ "Gender=Com|POS=PRON|PronType=Int,Rel":"Gender=Com|PronType=Int,Rel",
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+ "Case=Nom|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Gender=Com|Number=Plur|Person=2|PronType=Prs",
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+ "Degree=Abs|POS=ADV":"Degree=Abs",
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+ "POS=VERB|VerbForm=Ger":"VerbForm=Ger",
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+ "POS=VERB|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
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+ "Definite=Def|Degree=Sup|Number=Sing|POS=ADJ":"Definite=Def|Degree=Sup|Number=Sing",
134
+ "Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs|Style=Form":"Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs|Style=Form",
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+ "Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ":"Case=Gen|Definite=Def|Degree=Pos|Number=Sing",
136
+ "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ":"Case=Gen|Degree=Pos|Number=Plur",
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+ "Case=Acc|Gender=Com|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc|Gender=Com|Person=2|Polite=Form|PronType=Prs",
138
+ "Gender=Com|Number=Sing|POS=PRON|PronType=Int,Rel":"Gender=Com|Number=Sing|PronType=Int,Rel",
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+ "POS=VERB|Tense=Pres":"Tense=Pres",
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+ "Case=Gen|Number=Plur|POS=DET|PronType=Ind":"Case=Gen|Number=Plur|PronType=Ind",
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+ "Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
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+ "POS=PRON|Person=2|Polite=Form|Poss=Yes|PronType=Prs":"Person=2|Polite=Form|Poss=Yes|PronType=Prs",
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+ "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Neut|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
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+ "POS=AUX|Tense=Pres|VerbForm=Part":"Tense=Pres|VerbForm=Part",
145
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Pass",
146
+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes":"Gender=Com|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
147
+ "Degree=Sup|Number=Plur|POS=ADJ":"Degree=Sup|Number=Plur",
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+ "Case=Acc|Gender=Com|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Acc|Gender=Com|Number=Plur|Person=2|PronType=Prs",
149
+ "Gender=Neut|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes":"Gender=Neut|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs|Reflex=Yes",
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+ "Definite=Ind|Number=Plur|POS=NOUN":"Definite=Ind|Number=Plur",
151
+ "Case=Gen|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Case=Gen|Number=Plur|Tense=Past|VerbForm=Part",
152
+ "Mood=Imp|POS=AUX":"Mood=Imp",
153
+ "Gender=Com|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Com|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
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+ "Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
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+ "Definite=Def|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Definite=Def|Gender=Com|Number=Sing|Tense=Past|VerbForm=Part",
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+ "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
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+ "Case=Gen|Gender=Com|Number=Sing|POS=DET|PronType=Ind":"Case=Gen|Gender=Com|Number=Sing|PronType=Ind",
158
+ "Case=Gen|POS=NOUN":"Case=Gen",
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+ "Number[psor]=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
160
+ "POS=DET|PronType=Dem":"PronType=Dem",
161
+ "Definite=Def|Number=Plur|POS=NOUN":"Definite=Def|Number=Plur"
162
+ },
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+ "labels_pos":{
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+ "AdpType=Prep|POS=ADP":85,
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+ "Definite=Ind|Gender=Com|Number=Sing|POS=NOUN":92,
166
+ "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act":87,
167
+ "POS=PROPN":96,
168
+ "Definite=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
169
+ "Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":92,
170
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