Hugging Face's logo

explosion
/
nb_udv25_norwegianbokmaal_trf

Token Classification
spaCy
Norwegian Bokmål
Eval Results
Model card Files Community
Adriane Boyd commited on
Commit
755e74c
•
1 Parent(s): e8ea442

Add nb_udv25_norwegianbokmaal_trf-0.0.1

Browse files
Files changed (28) hide show
  1. .gitattributes +5 -0
  2. LICENSE.txt +3 -0
  3. README.md +108 -0
  4. config.cfg +254 -0
  5. experimental_char_ner_tokenizer/cfg +13 -0
  6. experimental_char_ner_tokenizer/model +3 -0
  7. experimental_char_ner_tokenizer/moves +1 -0
  8. experimental_edit_tree_lemmatizer/cfg +984 -0
  9. experimental_edit_tree_lemmatizer/model +3 -0
  10. experimental_edit_tree_lemmatizer/trees +0 -0
  11. meta.json +1595 -0
  12. morphologizer/cfg +414 -0
  13. morphologizer/model +3 -0
  14. nb_udv25_norwegianbokmaal_trf-any-py3-none-any.whl +3 -0
  15. parser/cfg +13 -0
  16. parser/model +3 -0
  17. parser/moves +1 -0
  18. senter/cfg +3 -0
  19. senter/model +3 -0
  20. tagger/cfg +23 -0
  21. tagger/model +3 -0
  22. transformer/cfg +3 -0
  23. transformer/model +3 -0
  24. vocab/key2row +1 -0
  25. vocab/lookups.bin +3 -0
  26. vocab/strings.json +3 -0
  27. vocab/vectors +3 -0
  28. vocab/vectors.cfg +3 -0
.gitattributes CHANGED
@@ -25,3 +25,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
25
  *.zip filter=lfs diff=lfs merge=lfs -text
26
  *.zstandard filter=lfs diff=lfs merge=lfs -text
27
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
25
  *.zip filter=lfs diff=lfs merge=lfs -text
26
  *.zstandard filter=lfs diff=lfs merge=lfs -text
27
  *tfevents* filter=lfs diff=lfs merge=lfs -text
28
+ *.whl filter=lfs diff=lfs merge=lfs -text
29
+ *.npz filter=lfs diff=lfs merge=lfs -text
30
+ *strings.json filter=lfs diff=lfs merge=lfs -text
31
+ vectors filter=lfs diff=lfs merge=lfs -text
32
+ model filter=lfs diff=lfs merge=lfs -text
LICENSE.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ Creative Commons Attribution-ShareAlike 4.0 International license
2
+
3
+
README.md ADDED
@@ -0,0 +1,108 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - spacy
4
+ - token-classification
5
+ language:
6
+ - nb
7
+ license: cc-by-sa-4.0
8
+ model-index:
9
+ - name: nb_udv25_norwegianbokmaal_trf
10
+ results:
11
+ - task:
12
+ name: TAG
13
+ type: token-classification
14
+ metrics:
15
+ - name: TAG (XPOS) Accuracy
16
+ type: accuracy
17
+ value: 0.9916412329
18
+ - task:
19
+ name: POS
20
+ type: token-classification
21
+ metrics:
22
+ - name: POS (UPOS) Accuracy
23
+ type: accuracy
24
+ value: 0.9913112816
25
+ - task:
26
+ name: MORPH
27
+ type: token-classification
28
+ metrics:
29
+ - name: Morph (UFeats) Accuracy
30
+ type: accuracy
31
+ value: 0.9842448239
32
+ - task:
33
+ name: LEMMA
34
+ type: token-classification
35
+ metrics:
36
+ - name: Lemma Accuracy
37
+ type: accuracy
38
+ value: 0.9882042399
39
+ - task:
40
+ name: UNLABELED_DEPENDENCIES
41
+ type: token-classification
42
+ metrics:
43
+ - name: Unlabeled Attachment Score (UAS)
44
+ type: f_score
45
+ value: 0.9563180335
46
+ - task:
47
+ name: LABELED_DEPENDENCIES
48
+ type: token-classification
49
+ metrics:
50
+ - name: Labeled Attachment Score (LAS)
51
+ type: f_score
52
+ value: 0.9390763849
53
+ - task:
54
+ name: SENTS
55
+ type: token-classification
56
+ metrics:
57
+ - name: Sentences F-Score
58
+ type: f_score
59
+ value: 0.9879568106
60
+ ---
61
+ UD v2.5 benchmarking pipeline for UD_Norwegian-Bokmaal
62
+
63
+ | Feature | Description |
64
+ | --- | --- |
65
+ | **Name** | `nb_udv25_norwegianbokmaal_trf` |
66
+ | **Version** | `0.0.1` |
67
+ | **spaCy** | `>=3.2.1,<3.3.0` |
68
+ | **Default Pipeline** | `experimental_char_ner_tokenizer`, `transformer`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` |
69
+ | **Components** | `experimental_char_ner_tokenizer`, `transformer`, `senter`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` |
70
+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
71
+ | **Sources** | [Universal Dependencies v2.5](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105) (Zeman, Daniel; et al.) |
72
+ | **License** | `CC BY-SA 4.0` |
73
+ | **Author** | [Explosion](https://explosion.ai) |
74
+
75
+ ### Label Scheme
76
+
77
+ <details>
78
+
79
+ <summary>View label scheme (1240 labels for 6 components)</summary>
80
+
81
+ | Component | Labels |
82
+ | --- | --- |
83
+ | **`experimental_char_ner_tokenizer`** | `TOKEN` |
84
+ | **`senter`** | `I`, `S` |
85
+ | **`tagger`** | `ADJ`, `ADP`, `ADV`, `AUX`, `CCONJ`, `DET`, `INTJ`, `NOUN`, `NUM`, `PART`, `PRON`, `PROPN`, `PUNCT`, `SCONJ`, `SYM`, `VERB`, `X` |
86
+ | **`morphologizer`** | `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=CCONJ`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=SCONJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=PUNCT`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `POS=ADP`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `POS=PROPN`, `POS=X`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|POS=AUX\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `POS=ADV`, `Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `POS=VERB\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `NumType=Card\|Number=Plur\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|POS=PRON\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PART`, `POS=VERB\|VerbForm=Inf`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|POS=AUX\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|POS=PROPN`, `POS=NOUN`, `Gender=Masc\|POS=PROPN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Abbr=Yes\|POS=PROPN`, `POS=PART\|Polarity=Neg`, `Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Gen\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Degree=Sup\|POS=ADJ`, `Case=Gen\|Gender=Fem\|POS=PROPN`, `Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Definite=Ind\|Degree=Sup\|POS=ADJ`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Neut\|POS=PROPN`, `Number=Plur\|POS=DET\|PronType=Int`, `Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Definite=Def\|POS=DET\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Abbr=Yes\|Case=Gen\|POS=PROPN`, `Animacy=Hum\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Cmp\|POS=ADJ`, `POS=ADJ\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Abbr=Yes\|POS=ADP`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=AUX\|VerbForm=Part`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `Number=Plur\|POS=DET\|PronType=Ind`, `Degree=Pos\|POS=ADJ`, `Animacy=Hum\|Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Animacy=Hum\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=DET\|Polarity=Neg\|PronType=Neg`, `NumType=Card\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `POS=DET\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Neut\|POS=PROPN`, `Gender=Masc\|Number=Sing\|POS=DET\|Polarity=Neg\|PronType=Neg`, `Definite=Def\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=AUX\|VerbForm=Inf`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Tot`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=DET\|PronType=Prs`, `POS=SYM`, `Gender=Neut\|NumType=Card\|Number=Sing\|POS=NUM`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Abbr=Yes\|POS=ADV`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Def\|POS=DET\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Neut\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Definite=Def\|NumType=Card\|POS=NUM`, `Mood=Imp\|POS=VERB\|VerbForm=Fin`, `Definite=Ind\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Animacy=Hum\|Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|Polarity=Neg\|PronType=Neg,Prs`, `Number=Plur\|POS=PRON\|Person=3\|Polarity=Neg\|PronType=Neg,Prs`, `Definite=Def\|NumType=Card\|Number=Sing\|POS=NUM`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Animacy=Hum\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Mood=Imp\|POS=AUX\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs,Tot`, `Number=Plur\|POS=ADJ`, `Gender=Masc\|POS=NOUN`, `Abbr=Yes\|POS=NOUN`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `POS=INTJ`, `Animacy=Hum\|Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Animacy=Hum\|Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=ADJ`, `Animacy=Hum\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Animacy=Hum\|Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Sing\|POS=PRON\|Polarity=Neg\|PronType=Neg`, `Case=Gen\|POS=NOUN`, `Definite=Ind\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|POS=PROPN`, `Animacy=Hum\|Number=Plur\|POS=PRON\|PronType=Rcp`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Ind,Prs`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `NumType=Card\|Number=Sing\|POS=NUM`, `Animacy=Hum\|Case=Acc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Animacy=Hum\|Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Degree=Sup\|POS=ADJ`, `Animacy=Hum\|POS=PRON\|PronType=Int`, `POS=DET\|PronType=Ind`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs,Tot`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=DET\|Polarity=Neg\|PronType=Neg`, `Number=Plur\|POS=NOUN`, `POS=PRON\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Number=Sing\|POS=VERB\|VerbForm=Part`, `Case=Gen\|Definite=Def\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem,Ind`, `Animacy=Hum\|POS=PRON\|Poss=Yes\|PronType=Int`, `Abbr=Yes\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Rcp`, `Definite=Ind\|Degree=Pos\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|NumType=Card\|Number=Plur\|POS=NUM`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Neut\|Number=Plur,Sing\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Tot`, `Abbr=Yes\|Definite=Def,Ind\|Gender=Masc\|Number=Plur,Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Animacy=Hum\|Case=Gen,Nom\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Definite=Def\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Hum\|Case=Gen\|Number=Sing\|POS=PRON\|PronType=Art,Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Ind\|Gender=Masc\|POS=NOUN`, `Definite=Def\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=ADJ\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Abbr=Yes\|Gender=Masc\|POS=NOUN`, `Abbr=Yes\|Case=Gen\|POS=NOUN`, `Abbr=Yes\|Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Abbr=Yes\|Degree=Pos\|POS=ADJ`, `Case=Gen\|Gender=Fem\|POS=NOUN`, `Case=Gen\|Degree=Cmp\|POS=ADJ`, `Definite=Ind\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=NOUN` |
87
+ | **`parser`** | `ROOT`, `acl`, `acl:cleft`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `compound:prt`, `conj`, `cop`, `csubj`, `dep`, `det`, `discourse`, `expl`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `orphan`, `parataxis`, `punct`, `reparandum`, `xcomp` |
88
+ | **`experimental_edit_tree_lemmatizer`** | `1`, `2`, `4`, `6`, `8`, `10`, `12`, `14`, `16`, `18`, `20`, `22`, `24`, `26`, `28`, `32`, `34`, `36`, `38`, `40`, `42`, `44`, `47`, `49`, `51`, `52`, `54`, `56`, `58`, `59`, `60`, `62`, `64`, `65`, `67`, `69`, `70`, `71`, `73`, `75`, `78`, `81`, `83`, `87`, `89`, `93`, `96`, `98`, `99`, `100`, `102`, `104`, `106`, `110`, `112`, `115`, `116`, `118`, `120`, `122`, `124`, `128`, `131`, `133`, `135`, `137`, `140`, `142`, `143`, `144`, `145`, `147`, `149`, `151`, `153`, `154`, `156`, `158`, `159`, `162`, `165`, `166`, `168`, `169`, `171`, `173`, `175`, `177`, `179`, `180`, `182`, `184`, `185`, `186`, `187`, `189`, `190`, `192`, `193`, `194`, `195`, `198`, `199`, `201`, `203`, `204`, `207`, `209`, `211`, `214`, `217`, `218`, `219`, `220`, `223`, `225`, `227`, `228`, `229`, `231`, `232`, `233`, `235`, `236`, `239`, `240`, `243`, `246`, `248`, `249`, `250`, `251`, `254`, `257`, `259`, `261`, `263`, `266`, `267`, `270`, `272`, `274`, `275`, `276`, `279`, `282`, `283`, `284`, `285`, `286`, `289`, `290`, `291`, `292`, `294`, `298`, `302`, `304`, `305`, `306`, `309`, `310`, `311`, `314`, `315`, `316`, `317`, `319`, `320`, `322`, `46`, `324`, `326`, `327`, `329`, `330`, `331`, `332`, `334`, `335`, `336`, `337`, `339`, `340`, `341`, `343`, `344`, `346`, `348`, `349`, `352`, `353`, `354`, `356`, `357`, `358`, `359`, `361`, `363`, `364`, `365`, `367`, `369`, `372`, `374`, `375`, `376`, `377`, `378`, `380`, `381`, `384`, `385`, `387`, `389`, `391`, `394`, `396`, `397`, `400`, `403`, `405`, `406`, `408`, `409`, `410`, `411`, `413`, `415`, `416`, `418`, `420`, `422`, `423`, `424`, `426`, `428`, `429`, `431`, `432`, `433`, `434`, `435`, `437`, `438`, `440`, `442`, `445`, `446`, `448`, `449`, `450`, `451`, `452`, `453`, `456`, `458`, `459`, `460`, `461`, `462`, `465`, `466`, `468`, `469`, `471`, `474`, `475`, `476`, `477`, `479`, `480`, `482`, `485`, `486`, `488`, `489`, `491`, `492`, `493`, `494`, `495`, `497`, `498`, `499`, `500`, `502`, `503`, `504`, `505`, `506`, `507`, `509`, `510`, `511`, `513`, `517`, `518`, `519`, `521`, `522`, `525`, `526`, `528`, `529`, `533`, `537`, `539`, `541`, `543`, `545`, `546`, `547`, `549`, `550`, `552`, `553`, `554`, `555`, `557`, `558`, `559`, `560`, `561`, `562`, `563`, `564`, `566`, `568`, `570`, `574`, `575`, `576`, `577`, `579`, `581`, `582`, `583`, `585`, `586`, `587`, `589`, `590`, `591`, `593`, `595`, `597`, `599`, `602`, `603`, `604`, `605`, `607`, `608`, `610`, `611`, `612`, `614`, `616`, `617`, `619`, `620`, `621`, `624`, `626`, `628`, `630`, `632`, `635`, `636`, `639`, `640`, `642`, `645`, `647`, `650`, `651`, `652`, `655`, `657`, `658`, `659`, `661`, `662`, `663`, `664`, `665`, `666`, `667`, `668`, `669`, `670`, `672`, `673`, `676`, `677`, `678`, `681`, `682`, `683`, `684`, `686`, `687`, `688`, `690`, `692`, `693`, `694`, `695`, `697`, `698`, `699`, `700`, `701`, `702`, `704`, `705`, `707`, `709`, `710`, `711`, `712`, `713`, `714`, `715`, `716`, `717`, `719`, `721`, `723`, `726`, `728`, `729`, `730`, `731`, `732`, `733`, `734`, `736`, `737`, `738`, `739`, `741`, `742`, `743`, `745`, `746`, `747`, `748`, `749`, `750`, `751`, `753`, `754`, `757`, `759`, `760`, `761`, `762`, `763`, `765`, `767`, `768`, `770`, `771`, `772`, `773`, `775`, `777`, `778`, `779`, `780`, `781`, `783`, `784`, `785`, `786`, `787`, `788`, `789`, `790`, `791`, `792`, `795`, `798`, `799`, `801`, `802`, `803`, `805`, `806`, `809`, `811`, `812`, `814`, `815`, `816`, `817`, `818`, `820`, `822`, `823`, `824`, `825`, `826`, `827`, `828`, `829`, `830`, `832`, `833`, `836`, `838`, `839`, `840`, `841`, `843`, `844`, `845`, `846`, `847`, `848`, `850`, `851`, `852`, `853`, `854`, `855`, `857`, `858`, `859`, `860`, `862`, `864`, `865`, `868`, `869`, `870`, `871`, `872`, `873`, `874`, `876`, `877`, `878`, `881`, `883`, `884`, `885`, `886`, `887`, `888`, `889`, `890`, `892`, `893`, `894`, `896`, `897`, `898`, `899`, `901`, `902`, `905`, `908`, `911`, `912`, `913`, `915`, `916`, `917`, `918`, `919`, `920`, `921`, `925`, `927`, `928`, `929`, `930`, `932`, `936`, `937`, `938`, `940`, `941`, `943`, `944`, `947`, `948`, `950`, `952`, `953`, `955`, `957`, `959`, `962`, `964`, `966`, `967`, `968`, `969`, `971`, `972`, `973`, `974`, `977`, `978`, `117`, `41`, `979`, `980`, `981`, `982`, `983`, `985`, `988`, `989`, `990`, `992`, `994`, `995`, `996`, `998`, `999`, `1000`, `1001`, `1002`, `1003`, `1004`, `1007`, `1009`, `1010`, `1011`, `1012`, `1013`, `1014`, `1015`, `1016`, `1017`, `1018`, `1019`, `1020`, `1021`, `1022`, `1023`, `1024`, `1025`, `1026`, `1029`, `1031`, `1035`, `1037`, `1039`, `1040`, `1041`, `1043`, `1044`, `1045`, `1048`, `1049`, `1050`, `1051`, `1053`, `1056`, `1058`, `1059`, `1060`, `1061`, `1064`, `1066`, `1068`, `1070`, `1071`, `1072`, `1075`, `1078`, `1079`, `1080`, `1081`, `1084`, `1085`, `1088`, `1090`, `1093`, `1095`, `1099`, `1102`, `1103`, `1105`, `1106`, `1107`, `1109`, `1110`, `1111`, `1113`, `1115`, `1116`, `1121`, `1123`, `1124`, `1126`, `1128`, `1129`, `1130`, `1131`, `1133`, `1134`, `1136`, `1137`, `1138`, `1139`, `1141`, `1143`, `1144`, `1145`, `1147`, `1148`, `1149`, `1150`, `1151`, `1153`, `1154`, `1156`, `1157`, `1158`, `1162`, `1163`, `1165`, `1166`, `1167`, `1168`, `1169`, `1170`, `1171`, `1172`, `1173`, `1174`, `1175`, `1176`, `1030`, `1179`, `1180`, `1182`, `1184`, `1185`, `1186`, `1187`, `1188`, `1189`, `1190`, `1191`, `1192`, `1193`, `1195`, `1198`, `1199`, `1201`, `1202`, `1204`, `1205`, `1206`, `1207`, `1211`, `1213`, `1214`, `1216`, `1219`, `1220`, `1221`, `1222`, `1223`, `1224`, `1225`, `1226`, `1228`, `1230`, `1232`, `1234`, `1235`, `1238`, `1239`, `1240`, `1241`, `1242`, `1244`, `1247`, `1248`, `1249`, `1250`, `1251`, `1253`, `1254`, `1255`, `1256`, `1257`, `1258`, `1259`, `1262`, `1263`, `1265`, `1267`, `515`, `1268`, `1269`, `1271`, `1273`, `1274`, `1275`, `1276`, `1277`, `1279`, `1280`, `1282`, `1283`, `1284`, `1285`, `1287`, `1289`, `1291`, `1292`, `1294`, `1297`, `1298`, `1299`, `1302`, `1303`, `1305`, `1307`, `1308`, `1309`, `1311`, `1312`, `1313`, `1314`, `1315`, `1316`, `1317`, `1318`, `1320`, `1321`, `1322`, `1324`, `1325`, `1326`, `1329`, `1331`, `1334`, `1336`, `1337`, `1340`, `1341`, `1342`, `1343`, `1346`, `1348`, `1349`, `1350`, `1352`, `1353`, `1355`, `1357`, `1358`, `1359`, `1361`, `965`, `1362`, `1363`, `1364`, `1366`, `1369`, `1370`, `1371`, `1372`, `1373`, `1375`, `1376`, `1377`, `1379`, `1381`, `1382`, `1383`, `1385`, `1387`, `1388`, `1390`, `1392`, `1393`, `1394`, `1395`, `1396`, `1397`, `1398`, `1399`, `1400`, `1402`, `1403`, `1405`, `1406`, `1407`, `1409`, `1411`, `1412`, `1413`, `1414`, `1418`, `1419`, `1420`, `1421`, `1423`, `1424`, `1425`, `1427`, `1428`, `1429`, `1430`, `1432`, `1433`, `1435`, `1437`, `1438`, `1441`, `1442`, `1444`, `1446`, `1447`, `1449`, `1453`, `1455`, `1457`, `1458`, `1460`, `1462`, `1463`, `1464`, `1466`, `1469`, `1470`, `1471`, `1473`, `1475`, `1476`, `1477`, `1478`, `1479`, `1482`, `1483`, `1484`, `1486`, `1487`, `1489`, `1491`, `1493`, `1494`, `1495`, `1496`, `1497`, `1498`, `1499`, `1500`, `1501`, `1502`, `1503`, `1504`, `1506`, `1507`, `1508`, `1510`, `1511`, `1512`, `1513`, `1516`, `1517`, `1518`, `1519`, `1520`, `1521`, `1522`, `1523`, `849` |
89
+
90
+ </details>
91
+
92
+ ### Accuracy
93
+
94
+ | Type | Score |
95
+ | --- | --- |
96
+ | `TOKEN_F` | 100.00 |
97
+ | `TOKEN_P` | 100.00 |
98
+ | `TOKEN_R` | 100.00 |
99
+ | `TOKEN_ACC` | 100.00 |
100
+ | `SENTS_F` | 98.80 |
101
+ | `SENTS_P` | 98.84 |
102
+ | `SENTS_R` | 98.75 |
103
+ | `TAG_ACC` | 99.16 |
104
+ | `POS_ACC` | 99.13 |
105
+ | `MORPH_ACC` | 98.42 |
106
+ | `DEP_UAS` | 95.63 |
107
+ | `DEP_LAS` | 93.91 |
108
+ | `LEMMA_ACC` | 98.82 |
config.cfg ADDED
@@ -0,0 +1,254 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [paths]
2
+ train = "corpus/UD_Norwegian-Bokmaal/train.spacy"
3
+ dev = "corpus/UD_Norwegian-Bokmaal/dev.spacy"
4
+ vectors = null
5
+ init_tok2vec = null
6
+ tokenizer_source = "training/UD_Norwegian-Bokmaal/tokenizer/model-best"
7
+ transformer_source = "training/UD_Norwegian-Bokmaal/transformer/model-best"
8
+
9
+ [system]
10
+ gpu_allocator = "pytorch"
11
+ seed = 0
12
+
13
+ [nlp]
14
+ lang = "nb"
15
+ pipeline = ["experimental_char_ner_tokenizer","transformer","senter","tagger","morphologizer","parser","experimental_edit_tree_lemmatizer"]
16
+ batch_size = 64
17
+ disabled = ["senter"]
18
+ before_creation = null
19
+ after_creation = null
20
+ after_pipeline_creation = null
21
+ tokenizer = {"@tokenizers":"spacy-experimental.char_pretokenizer.v1"}
22
+
23
+ [components]
24
+
25
+ [components.experimental_char_ner_tokenizer]
26
+ factory = "experimental_char_ner_tokenizer"
27
+ scorer = {"@scorers":"spacy-experimental.tokenizer_scorer.v1"}
28
+
29
+ [components.experimental_char_ner_tokenizer.model]
30
+ @architectures = "spacy.TransitionBasedParser.v2"
31
+ state_type = "ner"
32
+ extra_state_tokens = false
33
+ hidden_width = 64
34
+ maxout_pieces = 2
35
+ use_upper = true
36
+ nO = null
37
+
38
+ [components.experimental_char_ner_tokenizer.model.tok2vec]
39
+ @architectures = "spacy.Tok2Vec.v2"
40
+
41
+ [components.experimental_char_ner_tokenizer.model.tok2vec.embed]
42
+ @architectures = "spacy.MultiHashEmbed.v2"
43
+ width = 128
44
+ attrs = ["ORTH","LOWER","IS_DIGIT","IS_ALPHA","IS_SPACE","IS_PUNCT"]
45
+ rows = [1000,500,50,50,50,50]
46
+ include_static_vectors = false
47
+
48
+ [components.experimental_char_ner_tokenizer.model.tok2vec.encode]
49
+ @architectures = "spacy.MaxoutWindowEncoder.v2"
50
+ width = 128
51
+ depth = 4
52
+ window_size = 4
53
+ maxout_pieces = 2
54
+
55
+ [components.experimental_edit_tree_lemmatizer]
56
+ factory = "experimental_edit_tree_lemmatizer"
57
+ backoff = "orth"
58
+ min_tree_freq = 1
59
+ overwrite = false
60
+ scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
61
+ top_k = 1
62
+
63
+ [components.experimental_edit_tree_lemmatizer.model]
64
+ @architectures = "spacy.Tagger.v1"
65
+ nO = null
66
+
67
+ [components.experimental_edit_tree_lemmatizer.model.tok2vec]
68
+ @architectures = "spacy-transformers.TransformerListener.v1"
69
+ grad_factor = 1.0
70
+ upstream = "transformer"
71
+ pooling = {"@layers":"reduce_mean.v1"}
72
+
73
+ [components.morphologizer]
74
+ factory = "morphologizer"
75
+ extend = false
76
+ overwrite = false
77
+ scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
78
+
79
+ [components.morphologizer.model]
80
+ @architectures = "spacy.Tagger.v1"
81
+ nO = null
82
+
83
+ [components.morphologizer.model.tok2vec]
84
+ @architectures = "spacy-transformers.TransformerListener.v1"
85
+ grad_factor = 1.0
86
+ upstream = "transformer"
87
+ pooling = {"@layers":"reduce_mean.v1"}
88
+
89
+ [components.parser]
90
+ factory = "parser"
91
+ learn_tokens = false
92
+ min_action_freq = 5
93
+ moves = null
94
+ scorer = {"@scorers":"spacy.parser_scorer.v1"}
95
+ update_with_oracle_cut_size = 100
96
+
97
+ [components.parser.model]
98
+ @architectures = "spacy.TransitionBasedParser.v2"
99
+ state_type = "parser"
100
+ extra_state_tokens = false
101
+ hidden_width = 64
102
+ maxout_pieces = 3
103
+ use_upper = false
104
+ nO = null
105
+
106
+ [components.parser.model.tok2vec]
107
+ @architectures = "spacy-transformers.TransformerListener.v1"
108
+ grad_factor = 1.0
109
+ upstream = "transformer"
110
+ pooling = {"@layers":"reduce_mean.v1"}
111
+
112
+ [components.senter]
113
+ factory = "senter"
114
+ overwrite = false
115
+ scorer = {"@scorers":"spacy.senter_scorer.v1"}
116
+
117
+ [components.senter.model]
118
+ @architectures = "spacy.Tagger.v1"
119
+ nO = null
120
+
121
+ [components.senter.model.tok2vec]
122
+ @architectures = "spacy-transformers.TransformerListener.v1"
123
+ grad_factor = 1.0
124
+ upstream = "transformer"
125
+ pooling = {"@layers":"reduce_mean.v1"}
126
+
127
+ [components.tagger]
128
+ factory = "tagger"
129
+ neg_prefix = "!"
130
+ overwrite = false
131
+ scorer = {"@scorers":"spacy.tagger_scorer.v1"}
132
+
133
+ [components.tagger.model]
134
+ @architectures = "spacy.Tagger.v1"
135
+ nO = null
136
+
137
+ [components.tagger.model.tok2vec]
138
+ @architectures = "spacy-transformers.TransformerListener.v1"
139
+ grad_factor = 1.0
140
+ upstream = "transformer"
141
+ pooling = {"@layers":"reduce_mean.v1"}
142
+
143
+ [components.transformer]
144
+ factory = "transformer"
145
+ max_batch_items = 4096
146
+ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
147
+
148
+ [components.transformer.model]
149
+ @architectures = "spacy-transformers.TransformerModel.v3"
150
+ name = "xlm-roberta-base"
151
+ mixed_precision = true
152
+
153
+ [components.transformer.model.get_spans]
154
+ @span_getters = "spacy-transformers.strided_spans.v1"
155
+ window = 128
156
+ stride = 96
157
+
158
+ [components.transformer.model.grad_scaler_config]
159
+
160
+ [components.transformer.model.tokenizer_config]
161
+ use_fast = true
162
+
163
+ [components.transformer.model.transformer_config]
164
+
165
+ [corpora]
166
+
167
+ [corpora.dev]
168
+ @readers = "spacy.Corpus.v1"
169
+ path = ${paths.dev}
170
+ max_length = 0
171
+ gold_preproc = false
172
+ limit = 0
173
+ augmenter = null
174
+
175
+ [corpora.train]
176
+ @readers = "spacy.Corpus.v1"
177
+ path = ${paths.train}
178
+ max_length = 0
179
+ gold_preproc = false
180
+ limit = 0
181
+ augmenter = null
182
+
183
+ [training]
184
+ train_corpus = "corpora.train"
185
+ dev_corpus = "corpora.dev"
186
+ seed = ${system:seed}
187
+ gpu_allocator = ${system:gpu_allocator}
188
+ dropout = 0.1
189
+ accumulate_gradient = 3
190
+ patience = 5000
191
+ max_epochs = 0
192
+ max_steps = 20000
193
+ eval_frequency = 200
194
+ frozen_components = []
195
+ before_to_disk = null
196
+ annotating_components = []
197
+
198
+ [training.batcher]
199
+ @batchers = "spacy.batch_by_padded.v1"
200
+ discard_oversize = true
201
+ get_length = null
202
+ size = 2000
203
+ buffer = 256
204
+
205
+ [training.logger]
206
+ @loggers = "spacy.ConsoleLogger.v1"
207
+ progress_bar = false
208
+
209
+ [training.optimizer]
210
+ @optimizers = "Adam.v1"
211
+ beta1 = 0.9
212
+ beta2 = 0.999
213
+ L2_is_weight_decay = true
214
+ L2 = 0.01
215
+ grad_clip = 1.0
216
+ use_averages = true
217
+ eps = 0.00000001
218
+
219
+ [training.optimizer.learn_rate]
220
+ @schedules = "warmup_linear.v1"
221
+ warmup_steps = 250
222
+ total_steps = 20000
223
+ initial_rate = 0.00005
224
+
225
+ [training.score_weights]
226
+ token_f = 0.0
227
+ token_p = null
228
+ token_r = null
229
+ token_acc = null
230
+ sents_f = 0.05
231
+ sents_p = 0.0
232
+ sents_r = 0.0
233
+ tag_acc = 0.11
234
+ pos_acc = 0.05
235
+ morph_acc = 0.05
236
+ morph_per_feat = null
237
+ dep_uas = 0.11
238
+ dep_las = 0.11
239
+ dep_las_per_type = null
240
+ lemma_acc = 0.52
241
+
242
+ [pretraining]
243
+
244
+ [initialize]
245
+ vectors = ${paths.vectors}
246
+ init_tok2vec = ${paths.init_tok2vec}
247
+ vocab_data = null
248
+ lookups = null
249
+ before_init = null
250
+ after_init = null
251
+
252
+ [initialize.components]
253
+
254
+ [initialize.tokenizer]
experimental_char_ner_tokenizer/cfg ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "moves":null,
3
+ "update_with_oracle_cut_size":100,
4
+ "multitasks":[
5
+
6
+ ],
7
+ "min_action_freq":1,
8
+ "learn_tokens":false,
9
+ "beam_width":1,
10
+ "beam_density":0.0,
11
+ "beam_update_prob":0.0,
12
+ "incorrect_spans_key":null
13
+ }
experimental_char_ner_tokenizer/model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e1b1508cf76da0d5ee7c1d5be9331c496055f240f834b60999c06890551be44c
3
+ size 6922248
experimental_char_ner_tokenizer/moves ADDED
@@ -0,0 +1 @@
 
 
1
+ ��moves�p{"0":{},"1":{"TOKEN":1090571},"2":{"TOKEN":1090571},"3":{"TOKEN":1090571},"4":{"TOKEN":1090571,"":1},"5":{"":1}}�cfg��neg_key�
experimental_edit_tree_lemmatizer/cfg ADDED
@@ -0,0 +1,984 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "labels":[
3
+ 1,
4
+ 2,
5
+ 4,
6
+ 6,
7
+ 8,
8
+ 10,
9
+ 12,
10
+ 14,
11
+ 16,
12
+ 18,
13
+ 20,
14
+ 22,
15
+ 24,
16
+ 26,
17
+ 28,
18
+ 32,
19
+ 34,
20
+ 36,
21
+ 38,
22
+ 40,
23
+ 42,
24
+ 44,
25
+ 47,
26
+ 49,
27
+ 51,
28
+ 52,
29
+ 54,
30
+ 56,
31
+ 58,
32
+ 59,
33
+ 60,
34
+ 62,
35
+ 64,
36
+ 65,
37
+ 67,
38
+ 69,
39
+ 70,
40
+ 71,
41
+ 73,
42
+ 75,
43
+ 78,
44
+ 81,
45
+ 83,
46
+ 87,
47
+ 89,
48
+ 93,
49
+ 96,
50
+ 98,
51
+ 99,
52
+ 100,
53
+ 102,
54
+ 104,
55
+ 106,
56
+ 110,
57
+ 112,
58
+ 115,
59
+ 116,
60
+ 118,
61
+ 120,
62
+ 122,
63
+ 124,
64
+ 128,
65
+ 131,
66
+ 133,
67
+ 135,
68
+ 137,
69
+ 140,
70
+ 142,
71
+ 143,
72
+ 144,
73
+ 145,
74
+ 147,
75
+ 149,
76
+ 151,
77
+ 153,
78
+ 154,
79
+ 156,
80
+ 158,
81
+ 159,
82
+ 162,
83
+ 165,
84
+ 166,
85
+ 168,
86
+ 169,
87
+ 171,
88
+ 173,
89
+ 175,
90
+ 177,
91
+ 179,
92
+ 180,
93
+ 182,
94
+ 184,
95
+ 185,
96
+ 186,
97
+ 187,
98
+ 189,
99
+ 190,
100
+ 192,
101
+ 193,
102
+ 194,
103
+ 195,
104
+ 198,
105
+ 199,
106
+ 201,
107
+ 203,
108
+ 204,
109
+ 207,
110
+ 209,
111
+ 211,
112
+ 214,
113
+ 217,
114
+ 218,
115
+ 219,
116
+ 220,
117
+ 223,
118
+ 225,
119
+ 227,
120
+ 228,
121
+ 229,
122
+ 231,
123
+ 232,
124
+ 233,
125
+ 235,
126
+ 236,
127
+ 239,
128
+ 240,
129
+ 243,
130
+ 246,
131
+ 248,
132
+ 249,
133
+ 250,
134
+ 251,
135
+ 254,
136
+ 257,
137
+ 259,
138
+ 261,
139
+ 263,
140
+ 266,
141
+ 267,
142
+ 270,
143
+ 272,
144
+ 274,
145
+ 275,
146
+ 276,
147
+ 279,
148
+ 282,
149
+ 283,
150
+ 284,
151
+ 285,
152
+ 286,
153
+ 289,
154
+ 290,
155
+ 291,
156
+ 292,
157
+ 294,
158
+ 298,
159
+ 302,
160
+ 304,
161
+ 305,
162
+ 306,
163
+ 309,
164
+ 310,
165
+ 311,
166
+ 314,
167
+ 315,
168
+ 316,
169
+ 317,
170
+ 319,
171
+ 320,
172
+ 322,
173
+ 46,
174
+ 324,
175
+ 326,
176
+ 327,
177
+ 329,
178
+ 330,
179
+ 331,
180
+ 332,
181
+ 334,
182
+ 335,
183
+ 336,
184
+ 337,
185
+ 339,
186
+ 340,
187
+ 341,
188
+ 343,
189
+ 344,
190
+ 346,
191
+ 348,
192
+ 349,
193
+ 352,
194
+ 353,
195
+ 354,
196
+ 356,
197
+ 357,
198
+ 358,
199
+ 359,
200
+ 361,
201
+ 363,
202
+ 364,
203
+ 365,
204
+ 367,
205
+ 369,
206
+ 372,
207
+ 374,
208
+ 375,
209
+ 376,
210
+ 377,
211
+ 378,
212
+ 380,
213
+ 381,
214
+ 384,
215
+ 385,
216
+ 387,
217
+ 389,
218
+ 391,
219
+ 394,
220
+ 396,
221
+ 397,
222
+ 400,
223
+ 403,
224
+ 405,
225
+ 406,
226
+ 408,
227
+ 409,
228
+ 410,
229
+ 411,
230
+ 413,
231
+ 415,
232
+ 416,
233
+ 418,
234
+ 420,
235
+ 422,
236
+ 423,
237
+ 424,
238
+ 426,
239
+ 428,
240
+ 429,
241
+ 431,
242
+ 432,
243
+ 433,
244
+ 434,
245
+ 435,
246
+ 437,
247
+ 438,
248
+ 440,
249
+ 442,
250
+ 445,
251
+ 446,
252
+ 448,
253
+ 449,
254
+ 450,
255
+ 451,
256
+ 452,
257
+ 453,
258
+ 456,
259
+ 458,
260
+ 459,
261
+ 460,
262
+ 461,
263
+ 462,
264
+ 465,
265
+ 466,
266
+ 468,
267
+ 469,
268
+ 471,
269
+ 474,
270
+ 475,
271
+ 476,
272
+ 477,
273
+ 479,
274
+ 480,
275
+ 482,
276
+ 485,
277
+ 486,
278
+ 488,
279
+ 489,
280
+ 491,
281
+ 492,
282
+ 493,
283
+ 494,
284
+ 495,
285
+ 497,
286
+ 498,
287
+ 499,
288
+ 500,
289
+ 502,
290
+ 503,
291
+ 504,
292
+ 505,
293
+ 506,
294
+ 507,
295
+ 509,
296
+ 510,
297
+ 511,
298
+ 513,
299
+ 517,
300
+ 518,
301
+ 519,
302
+ 521,
303
+ 522,
304
+ 525,
305
+ 526,
306
+ 528,
307
+ 529,
308
+ 533,
309
+ 537,
310
+ 539,
311
+ 541,
312
+ 543,
313
+ 545,
314
+ 546,
315
+ 547,
316
+ 549,
317
+ 550,
318
+ 552,
319
+ 553,
320
+ 554,
321
+ 555,
322
+ 557,
323
+ 558,
324
+ 559,
325
+ 560,
326
+ 561,
327
+ 562,
328
+ 563,
329
+ 564,
330
+ 566,
331
+ 568,
332
+ 570,
333
+ 574,
334
+ 575,
335
+ 576,
336
+ 577,
337
+ 579,
338
+ 581,
339
+ 582,
340
+ 583,
341
+ 585,
342
+ 586,
343
+ 587,
344
+ 589,
345
+ 590,
346
+ 591,
347
+ 593,
348
+ 595,
349
+ 597,
350
+ 599,
351
+ 602,
352
+ 603,
353
+ 604,
354
+ 605,
355
+ 607,
356
+ 608,
357
+ 610,
358
+ 611,
359
+ 612,
360
+ 614,
361
+ 616,
362
+ 617,
363
+ 619,
364
+ 620,
365
+ 621,
366
+ 624,
367
+ 626,
368
+ 628,
369
+ 630,
370
+ 632,
371
+ 635,
372
+ 636,
373
+ 639,
374
+ 640,
375
+ 642,
376
+ 645,
377
+ 647,
378
+ 650,
379
+ 651,
380
+ 652,
381
+ 655,
382
+ 657,
383
+ 658,
384
+ 659,
385
+ 661,
386
+ 662,
387
+ 663,
388
+ 664,
389
+ 665,
390
+ 666,
391
+ 667,
392
+ 668,
393
+ 669,
394
+ 670,
395
+ 672,
396
+ 673,
397
+ 676,
398
+ 677,
399
+ 678,
400
+ 681,
401
+ 682,
402
+ 683,
403
+ 684,
404
+ 686,
405
+ 687,
406
+ 688,
407
+ 690,
408
+ 692,
409
+ 693,
410
+ 694,
411
+ 695,
412
+ 697,
413
+ 698,
414
+ 699,
415
+ 700,
416
+ 701,
417
+ 702,
418
+ 704,
419
+ 705,
420
+ 707,
421
+ 709,
422
+ 710,
423
+ 711,
424
+ 712,
425
+ 713,
426
+ 714,
427
+ 715,
428
+ 716,
429
+ 717,
430
+ 719,
431
+ 721,
432
+ 723,
433
+ 726,
434
+ 728,
435
+ 729,
436
+ 730,
437
+ 731,
438
+ 732,
439
+ 733,
440
+ 734,
441
+ 736,
442
+ 737,
443
+ 738,
444
+ 739,
445
+ 741,
446
+ 742,
447
+ 743,
448
+ 745,
449
+ 746,
450
+ 747,
451
+ 748,
452
+ 749,
453
+ 750,
454
+ 751,
455
+ 753,
456
+ 754,
457
+ 757,
458
+ 759,
459
+ 760,
460
+ 761,
461
+ 762,
462
+ 763,
463
+ 765,
464
+ 767,
465
+ 768,
466
+ 770,
467
+ 771,
468
+ 772,
469
+ 773,
470
+ 775,
471
+ 777,
472
+ 778,
473
+ 779,
474
+ 780,
475
+ 781,
476
+ 783,
477
+ 784,
478
+ 785,
479
+ 786,
480
+ 787,
481
+ 788,
482
+ 789,
483
+ 790,
484
+ 791,
485
+ 792,
486
+ 795,
487
+ 798,
488
+ 799,
489
+ 801,
490
+ 802,
491
+ 803,
492
+ 805,
493
+ 806,
494
+ 809,
495
+ 811,
496
+ 812,
497
+ 814,
498
+ 815,
499
+ 816,
500
+ 817,
501
+ 818,
502
+ 820,
503
+ 822,
504
+ 823,
505
+ 824,
506
+ 825,
507
+ 826,
508
+ 827,
509
+ 828,
510
+ 829,
511
+ 830,
512
+ 832,
513
+ 833,
514
+ 836,
515
+ 838,
516
+ 839,
517
+ 840,
518
+ 841,
519
+ 843,
520
+ 844,
521
+ 845,
522
+ 846,
523
+ 847,
524
+ 848,
525
+ 850,
526
+ 851,
527
+ 852,
528
+ 853,
529
+ 854,
530
+ 855,
531
+ 857,
532
+ 858,
533
+ 859,
534
+ 860,
535
+ 862,
536
+ 864,
537
+ 865,
538
+ 868,
539
+ 869,
540
+ 870,
541
+ 871,
542
+ 872,
543
+ 873,
544
+ 874,
545
+ 876,
546
+ 877,
547
+ 878,
548
+ 881,
549
+ 883,
550
+ 884,
551
+ 885,
552
+ 886,
553
+ 887,
554
+ 888,
555
+ 889,
556
+ 890,
557
+ 892,
558
+ 893,
559
+ 894,
560
+ 896,
561
+ 897,
562
+ 898,
563
+ 899,
564
+ 901,
565
+ 902,
566
+ 905,
567
+ 908,
568
+ 911,
569
+ 912,
570
+ 913,
571
+ 915,
572
+ 916,
573
+ 917,
574
+ 918,
575
+ 919,
576
+ 920,
577
+ 921,
578
+ 925,
579
+ 927,
580
+ 928,
581
+ 929,
582
+ 930,
583
+ 932,
584
+ 936,
585
+ 937,
586
+ 938,
587
+ 940,
588
+ 941,
589
+ 943,
590
+ 944,
591
+ 947,
592
+ 948,
593
+ 950,
594
+ 952,
595
+ 953,
596
+ 955,
597
+ 957,
598
+ 959,
599
+ 962,
600
+ 964,
601
+ 966,
602
+ 967,
603
+ 968,
604
+ 969,
605
+ 971,
606
+ 972,
607
+ 973,
608
+ 974,
609
+ 977,
610
+ 978,
611
+ 117,
612
+ 41,
613
+ 979,
614
+ 980,
615
+ 981,
616
+ 982,
617
+ 983,
618
+ 985,
619
+ 988,
620
+ 989,
621
+ 990,
622
+ 992,
623
+ 994,
624
+ 995,
625
+ 996,
626
+ 998,
627
+ 999,
628
+ 1000,
629
+ 1001,
630
+ 1002,
631
+ 1003,
632
+ 1004,
633
+ 1007,
634
+ 1009,
635
+ 1010,
636
+ 1011,
637
+ 1012,
638
+ 1013,
639
+ 1014,
640
+ 1015,
641
+ 1016,
642
+ 1017,
643
+ 1018,
644
+ 1019,
645
+ 1020,
646
+ 1021,
647
+ 1022,
648
+ 1023,
649
+ 1024,
650
+ 1025,
651
+ 1026,
652
+ 1029,
653
+ 1031,
654
+ 1035,
655
+ 1037,
656
+ 1039,
657
+ 1040,
658
+ 1041,
659
+ 1043,
660
+ 1044,
661
+ 1045,
662
+ 1048,
663
+ 1049,
664
+ 1050,
665
+ 1051,
666
+ 1053,
667
+ 1056,
668
+ 1058,
669
+ 1059,
670
+ 1060,
671
+ 1061,
672
+ 1064,
673
+ 1066,
674
+ 1068,
675
+ 1070,
676
+ 1071,
677
+ 1072,
678
+ 1075,
679
+ 1078,
680
+ 1079,
681
+ 1080,
682
+ 1081,
683
+ 1084,
684
+ 1085,
685
+ 1088,
686
+ 1090,
687
+ 1093,
688
+ 1095,
689
+ 1099,
690
+ 1102,
691
+ 1103,
692
+ 1105,
693
+ 1106,
694
+ 1107,
695
+ 1109,
696
+ 1110,
697
+ 1111,
698
+ 1113,
699
+ 1115,
700
+ 1116,
701
+ 1121,
702
+ 1123,
703
+ 1124,
704
+ 1126,
705
+ 1128,
706
+ 1129,
707
+ 1130,
708
+ 1131,
709
+ 1133,
710
+ 1134,
711
+ 1136,
712
+ 1137,
713
+ 1138,
714
+ 1139,
715
+ 1141,
716
+ 1143,
717
+ 1144,
718
+ 1145,
719
+ 1147,
720
+ 1148,
721
+ 1149,
722
+ 1150,
723
+ 1151,
724
+ 1153,
725
+ 1154,
726
+ 1156,
727
+ 1157,
728
+ 1158,
729
+ 1162,
730
+ 1163,
731
+ 1165,
732
+ 1166,
733
+ 1167,
734
+ 1168,
735
+ 1169,
736
+ 1170,
737
+ 1171,
738
+ 1172,
739
+ 1173,
740
+ 1174,
741
+ 1175,
742
+ 1176,
743
+ 1030,
744
+ 1179,
745
+ 1180,
746
+ 1182,
747
+ 1184,
748
+ 1185,
749
+ 1186,
750
+ 1187,
751
+ 1188,
752
+ 1189,
753
+ 1190,
754
+ 1191,
755
+ 1192,
756
+ 1193,
757
+ 1195,
758
+ 1198,
759
+ 1199,
760
+ 1201,
761
+ 1202,
762
+ 1204,
763
+ 1205,
764
+ 1206,
765
+ 1207,
766
+ 1211,
767
+ 1213,
768
+ 1214,
769
+ 1216,
770
+ 1219,
771
+ 1220,
772
+ 1221,
773
+ 1222,
774
+ 1223,
775
+ 1224,
776
+ 1225,
777
+ 1226,
778
+ 1228,
779
+ 1230,
780
+ 1232,
781
+ 1234,
782
+ 1235,
783
+ 1238,
784
+ 1239,
785
+ 1240,
786
+ 1241,
787
+ 1242,
788
+ 1244,
789
+ 1247,
790
+ 1248,
791
+ 1249,
792
+ 1250,
793
+ 1251,
794
+ 1253,
795
+ 1254,
796
+ 1255,
797
+ 1256,
798
+ 1257,
799
+ 1258,
800
+ 1259,
801
+ 1262,
802
+ 1263,
803
+ 1265,
804
+ 1267,
805
+ 515,
806
+ 1268,
807
+ 1269,
808
+ 1271,
809
+ 1273,
810
+ 1274,
811
+ 1275,
812
+ 1276,
813
+ 1277,
814
+ 1279,
815
+ 1280,
816
+ 1282,
817
+ 1283,
818
+ 1284,
819
+ 1285,
820
+ 1287,
821
+ 1289,
822
+ 1291,
823
+ 1292,
824
+ 1294,
825
+ 1297,
826
+ 1298,
827
+ 1299,
828
+ 1302,
829
+ 1303,
830
+ 1305,
831
+ 1307,
832
+ 1308,
833
+ 1309,
834
+ 1311,
835
+ 1312,
836
+ 1313,
837
+ 1314,
838
+ 1315,
839
+ 1316,
840
+ 1317,
841
+ 1318,
842
+ 1320,
843
+ 1321,
844
+ 1322,
845
+ 1324,
846
+ 1325,
847
+ 1326,
848
+ 1329,
849
+ 1331,
850
+ 1334,
851
+ 1336,
852
+ 1337,
853
+ 1340,
854
+ 1341,
855
+ 1342,
856
+ 1343,
857
+ 1346,
858
+ 1348,
859
+ 1349,
860
+ 1350,
861
+ 1352,
862
+ 1353,
863
+ 1355,
864
+ 1357,
865
+ 1358,
866
+ 1359,
867
+ 1361,
868
+ 965,
869
+ 1362,
870
+ 1363,
871
+ 1364,
872
+ 1366,
873
+ 1369,
874
+ 1370,
875
+ 1371,
876
+ 1372,
877
+ 1373,
878
+ 1375,
879
+ 1376,
880
+ 1377,
881
+ 1379,
882
+ 1381,
883
+ 1382,
884
+ 1383,
885
+ 1385,
886
+ 1387,
887
+ 1388,
888
+ 1390,
889
+ 1392,
890
+ 1393,
891
+ 1394,
892
+ 1395,
893
+ 1396,
894
+ 1397,
895
+ 1398,
896
+ 1399,
897
+ 1400,
898
+ 1402,
899
+ 1403,
900
+ 1405,
901
+ 1406,
902
+ 1407,
903
+ 1409,
904
+ 1411,
905
+ 1412,
906
+ 1413,
907
+ 1414,
908
+ 1418,
909
+ 1419,
910
+ 1420,
911
+ 1421,
912
+ 1423,
913
+ 1424,
914
+ 1425,
915
+ 1427,
916
+ 1428,
917
+ 1429,
918
+ 1430,
919
+ 1432,
920
+ 1433,
921
+ 1435,
922
+ 1437,
923
+ 1438,
924
+ 1441,
925
+ 1442,
926
+ 1444,
927
+ 1446,
928
+ 1447,
929
+ 1449,
930
+ 1453,
931
+ 1455,
932
+ 1457,
933
+ 1458,
934
+ 1460,
935
+ 1462,
936
+ 1463,
937
+ 1464,
938
+ 1466,
939
+ 1469,
940
+ 1470,
941
+ 1471,
942
+ 1473,
943
+ 1475,
944
+ 1476,
945
+ 1477,
946
+ 1478,
947
+ 1479,
948
+ 1482,
949
+ 1483,
950
+ 1484,
951
+ 1486,
952
+ 1487,
953
+ 1489,
954
+ 1491,
955
+ 1493,
956
+ 1494,
957
+ 1495,
958
+ 1496,
959
+ 1497,
960
+ 1498,
961
+ 1499,
962
+ 1500,
963
+ 1501,
964
+ 1502,
965
+ 1503,
966
+ 1504,
967
+ 1506,
968
+ 1507,
969
+ 1508,
970
+ 1510,
971
+ 1511,
972
+ 1512,
973
+ 1513,
974
+ 1516,
975
+ 1517,
976
+ 1518,
977
+ 1519,
978
+ 1520,
979
+ 1521,
980
+ 1522,
981
+ 1523,
982
+ 849
983
+ ]
984
+ }
experimental_edit_tree_lemmatizer/model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9a82543e71f0adb70bd30ab0cd17080a4a283577a224f7f42c046ed9b470c967
3
+ size 3015081
experimental_edit_tree_lemmatizer/trees ADDED
Binary file (124 kB). View file
 
meta.json ADDED
@@ -0,0 +1,1595 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "lang":"nb",
3
+ "name":"udv25_norwegianbokmaal_trf",
4
+ "version":"0.0.1",
5
+ "description":"UD v2.5 benchmarking pipeline for UD_Norwegian-Bokmaal",
6
+ "author":"Explosion",
7
+ "email":"contact@explosion.ai",
8
+ "url":"https://explosion.ai",
9
+ "license":"CC BY-SA 4.0",
10
+ "spacy_version":">=3.2.1,<3.3.0",
11
+ "spacy_git_version":"800737b41",
12
+ "vectors":{
13
+ "width":0,
14
+ "vectors":0,
15
+ "keys":0,
16
+ "name":null
17
+ },
18
+ "labels":{
19
+ "experimental_char_ner_tokenizer":[
20
+ "TOKEN"
21
+ ],
22
+ "transformer":[
23
+
24
+ ],
25
+ "senter":[
26
+ "I",
27
+ "S"
28
+ ],
29
+ "tagger":[
30
+ "ADJ",
31
+ "ADP",
32
+ "ADV",
33
+ "AUX",
34
+ "CCONJ",
35
+ "DET",
36
+ "INTJ",
37
+ "NOUN",
38
+ "NUM",
39
+ "PART",
40
+ "PRON",
41
+ "PROPN",
42
+ "PUNCT",
43
+ "SCONJ",
44
+ "SYM",
45
+ "VERB",
46
+ "X"
47
+ ],
48
+ "morphologizer":[
49
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
50
+ "POS=CCONJ",
51
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
52
+ "POS=SCONJ",
53
+ "Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
54
+ "Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
55
+ "POS=PUNCT",
56
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin",
57
+ "POS=ADP",
58
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
59
+ "Definite=Def|Degree=Pos|Number=Sing|POS=ADJ",
60
+ "POS=PROPN",
61
+ "POS=X",
62
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin",
63
+ "Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
64
+ "POS=PRON|PronType=Rel",
65
+ "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin",
66
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part",
67
+ "Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ",
68
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
69
+ "Number=Plur|POS=ADJ|VerbForm=Part",
70
+ "Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
71
+ "POS=ADV",
72
+ "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs",
73
+ "Definite=Ind|Number=Sing|POS=ADJ|VerbForm=Part",
74
+ "POS=VERB|VerbForm=Part",
75
+ "Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
76
+ "Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
77
+ "Degree=Pos|Number=Plur|POS=ADJ",
78
+ "NumType=Card|Number=Plur|POS=NUM",
79
+ "Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
80
+ "Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes",
81
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
82
+ "POS=PART",
83
+ "POS=VERB|VerbForm=Inf",
84
+ "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
85
+ "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin",
86
+ "Gender=Fem|POS=PROPN",
87
+ "POS=NOUN",
88
+ "Gender=Masc|POS=PROPN",
89
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
90
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Art",
91
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
92
+ "Abbr=Yes|POS=PROPN",
93
+ "POS=PART|Polarity=Neg",
94
+ "Number=Plur|POS=PRON|Poss=Yes|PronType=Prs",
95
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
96
+ "Case=Gen|POS=PROPN",
97
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
98
+ "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
99
+ "Definite=Def|Degree=Sup|POS=ADJ",
100
+ "Case=Gen|Gender=Fem|POS=PROPN",
101
+ "Number=Plur|POS=DET|PronType=Dem",
102
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
103
+ "Definite=Ind|Degree=Sup|POS=ADJ",
104
+ "Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
105
+ "Gender=Neut|POS=PROPN",
106
+ "Number=Plur|POS=DET|PronType=Int",
107
+ "Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
108
+ "Definite=Def|POS=DET|PronType=Dem",
109
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Art",
110
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass",
111
+ "Abbr=Yes|Case=Gen|POS=PROPN",
112
+ "Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
113
+ "Degree=Cmp|POS=ADJ",
114
+ "POS=ADJ|VerbForm=Part",
115
+ "Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
116
+ "Abbr=Yes|POS=ADP",
117
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Prs",
118
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
119
+ "POS=AUX|VerbForm=Part",
120
+ "POS=PRON|PronType=Int",
121
+ "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
122
+ "Number=Plur|POS=PRON|Person=3|PronType=Ind,Prs",
123
+ "Number=Plur|POS=DET|PronType=Ind",
124
+ "Degree=Pos|POS=ADJ",
125
+ "Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
126
+ "POS=VERB|VerbForm=Inf|Voice=Pass",
127
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
128
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Ind",
129
+ "Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
130
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
131
+ "Number=Plur|POS=DET|Polarity=Neg|PronType=Neg",
132
+ "NumType=Card|POS=NUM",
133
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
134
+ "POS=DET|PronType=Prs",
135
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
136
+ "Case=Gen|Gender=Neut|POS=PROPN",
137
+ "Gender=Masc|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg",
138
+ "Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part",
139
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
140
+ "POS=AUX|VerbForm=Inf",
141
+ "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
142
+ "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ",
143
+ "Number=Plur|POS=DET|PronType=Tot",
144
+ "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
145
+ "Number=Plur|POS=DET|PronType=Prs",
146
+ "POS=SYM",
147
+ "Gender=Neut|NumType=Card|Number=Sing|POS=NUM",
148
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|PronType=Prs",
149
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Prs",
150
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
151
+ "Abbr=Yes|POS=ADV",
152
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
153
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
154
+ "Definite=Def|POS=DET|PronType=Prs",
155
+ "Animacy=Hum|Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
156
+ "Gender=Neut|POS=NOUN",
157
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Int",
158
+ "Definite=Def|NumType=Card|POS=NUM",
159
+ "Mood=Imp|POS=VERB|VerbForm=Fin",
160
+ "Definite=Ind|Number=Plur|POS=NOUN",
161
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Tot",
162
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Tot",
163
+ "Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
164
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|Polarity=Neg|PronType=Neg,Prs",
165
+ "Number=Plur|POS=PRON|Person=3|Polarity=Neg|PronType=Neg,Prs",
166
+ "Definite=Def|NumType=Card|Number=Sing|POS=NUM",
167
+ "Gender=Masc|NumType=Card|Number=Sing|POS=NUM",
168
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
169
+ "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
170
+ "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
171
+ "Animacy=Hum|Number=Sing|POS=PRON|PronType=Art,Prs",
172
+ "Mood=Imp|POS=AUX|VerbForm=Fin",
173
+ "Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot",
174
+ "Number=Plur|POS=ADJ",
175
+ "Gender=Masc|POS=NOUN",
176
+ "Abbr=Yes|POS=NOUN",
177
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
178
+ "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs",
179
+ "POS=INTJ",
180
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
181
+ "Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
182
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
183
+ "POS=ADJ",
184
+ "Animacy=Hum|Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
185
+ "Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
186
+ "Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
187
+ "Number=Sing|POS=PRON|Polarity=Neg|PronType=Neg",
188
+ "Case=Gen|POS=NOUN",
189
+ "Definite=Ind|Number=Sing|POS=ADJ",
190
+ "Case=Gen|Gender=Masc|POS=PROPN",
191
+ "Animacy=Hum|Number=Plur|POS=PRON|PronType=Rcp",
192
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
193
+ "Number=Plur|POS=PRON|Person=3|PronType=Prs",
194
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs",
195
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Prs",
196
+ "Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
197
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Art",
198
+ "Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ",
199
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Int",
200
+ "NumType=Card|Number=Sing|POS=NUM",
201
+ "Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs",
202
+ "Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs",
203
+ "Case=Gen|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
204
+ "Degree=Sup|POS=ADJ",
205
+ "Animacy=Hum|POS=PRON|PronType=Int",
206
+ "POS=DET|PronType=Ind",
207
+ "Definite=Def|Number=Sing|POS=DET|PronType=Dem",
208
+ "Gender=Fem|POS=NOUN",
209
+ "Case=Gen|Number=Plur|POS=DET|PronType=Dem",
210
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs,Tot",
211
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
212
+ "Gender=Neut|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg",
213
+ "Number=Plur|POS=NOUN",
214
+ "POS=PRON|PronType=Prs",
215
+ "Case=Gen|Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ",
216
+ "Definite=Ind|Number=Sing|POS=VERB|VerbForm=Part",
217
+ "Case=Gen|Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part",
218
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass",
219
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Dem,Ind",
220
+ "Animacy=Hum|POS=PRON|Poss=Yes|PronType=Int",
221
+ "Abbr=Yes|POS=ADJ",
222
+ "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
223
+ "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing|POS=NOUN",
224
+ "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
225
+ "Number=Plur|POS=PRON|Poss=Yes|PronType=Rcp",
226
+ "Definite=Ind|Degree=Pos|POS=ADJ",
227
+ "Number=Plur|POS=DET|PronType=Art",
228
+ "Case=Gen|NumType=Card|Number=Plur|POS=NUM",
229
+ "Abbr=Yes|Definite=Def,Ind|Gender=Neut|Number=Plur,Sing|POS=NOUN",
230
+ "Case=Gen|Number=Plur|POS=DET|PronType=Tot",
231
+ "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Plur,Sing|POS=NOUN",
232
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Int",
233
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
234
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
235
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Prs",
236
+ "Animacy=Hum|Case=Gen,Nom|Number=Sing|POS=PRON|PronType=Art,Prs",
237
+ "Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
238
+ "Animacy=Hum|Case=Gen|Number=Sing|POS=PRON|PronType=Art,Prs",
239
+ "Gender=Fem|NumType=Card|Number=Sing|POS=NUM",
240
+ "Definite=Ind|Gender=Masc|POS=NOUN",
241
+ "Definite=Def|Number=Plur|POS=NOUN",
242
+ "Number=Sing|POS=ADJ|VerbForm=Part",
243
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part",
244
+ "Abbr=Yes|Gender=Masc|POS=NOUN",
245
+ "Abbr=Yes|Case=Gen|POS=NOUN",
246
+ "Abbr=Yes|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin",
247
+ "Abbr=Yes|Degree=Pos|POS=ADJ",
248
+ "Case=Gen|Gender=Fem|POS=NOUN",
249
+ "Case=Gen|Degree=Cmp|POS=ADJ",
250
+ "Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
251
+ "Gender=Masc|Number=Sing|POS=NOUN"
252
+ ],
253
+ "parser":[
254
+ "ROOT",
255
+ "acl",
256
+ "acl:cleft",
257
+ "acl:relcl",
258
+ "advcl",
259
+ "advmod",
260
+ "amod",
261
+ "appos",
262
+ "aux",
263
+ "aux:pass",
264
+ "case",
265
+ "cc",
266
+ "ccomp",
267
+ "compound",
268
+ "compound:prt",
269
+ "conj",
270
+ "cop",
271
+ "csubj",
272
+ "dep",
273
+ "det",
274
+ "discourse",
275
+ "expl",
276
+ "flat:foreign",
277
+ "flat:name",
278
+ "iobj",
279
+ "mark",
280
+ "nmod",
281
+ "nsubj",
282
+ "nsubj:pass",
283
+ "nummod",
284
+ "obj",
285
+ "obl",
286
+ "orphan",
287
+ "parataxis",
288
+ "punct",
289
+ "reparandum",
290
+ "xcomp"
291
+ ],
292
+ "experimental_edit_tree_lemmatizer":[
293
+ 1,
294
+ 2,
295
+ 4,
296
+ 6,
297
+ 8,
298
+ 10,
299
+ 12,
300
+ 14,
301
+ 16,
302
+ 18,
303
+ 20,
304
+ 22,
305
+ 24,
306
+ 26,
307
+ 28,
308
+ 32,
309
+ 34,
310
+ 36,
311
+ 38,
312
+ 40,
313
+ 42,
314
+ 44,
315
+ 47,
316
+ 49,
317
+ 51,
318
+ 52,
319
+ 54,
320
+ 56,
321
+ 58,
322
+ 59,
323
+ 60,
324
+ 62,
325
+ 64,
326
+ 65,
327
+ 67,
328
+ 69,
329
+ 70,
330
+ 71,
331
+ 73,
332
+ 75,
333
+ 78,
334
+ 81,
335
+ 83,
336
+ 87,
337
+ 89,
338
+ 93,
339
+ 96,
340
+ 98,
341
+ 99,
342
+ 100,
343
+ 102,
344
+ 104,
345
+ 106,
346
+ 110,
347
+ 112,
348
+ 115,
349
+ 116,
350
+ 118,
351
+ 120,
352
+ 122,
353
+ 124,
354
+ 128,
355
+ 131,
356
+ 133,
357
+ 135,
358
+ 137,
359
+ 140,
360
+ 142,
361
+ 143,
362
+ 144,
363
+ 145,
364
+ 147,
365
+ 149,
366
+ 151,
367
+ 153,
368
+ 154,
369
+ 156,
370
+ 158,
371
+ 159,
372
+ 162,
373
+ 165,
374
+ 166,
375
+ 168,
376
+ 169,
377
+ 171,
378
+ 173,
379
+ 175,
380
+ 177,
381
+ 179,
382
+ 180,
383
+ 182,
384
+ 184,
385
+ 185,
386
+ 186,
387
+ 187,
388
+ 189,
389
+ 190,
390
+ 192,
391
+ 193,
392
+ 194,
393
+ 195,
394
+ 198,
395
+ 199,
396
+ 201,
397
+ 203,
398
+ 204,
399
+ 207,
400
+ 209,
401
+ 211,
402
+ 214,
403
+ 217,
404
+ 218,
405
+ 219,
406
+ 220,
407
+ 223,
408
+ 225,
409
+ 227,
410
+ 228,
411
+ 229,
412
+ 231,
413
+ 232,
414
+ 233,
415
+ 235,
416
+ 236,
417
+ 239,
418
+ 240,
419
+ 243,
420
+ 246,
421
+ 248,
422
+ 249,
423
+ 250,
424
+ 251,
425
+ 254,
426
+ 257,
427
+ 259,
428
+ 261,
429
+ 263,
430
+ 266,
431
+ 267,
432
+ 270,
433
+ 272,
434
+ 274,
435
+ 275,
436
+ 276,
437
+ 279,
438
+ 282,
439
+ 283,
440
+ 284,
441
+ 285,
442
+ 286,
443
+ 289,
444
+ 290,
445
+ 291,
446
+ 292,
447
+ 294,
448
+ 298,
449
+ 302,
450
+ 304,
451
+ 305,
452
+ 306,
453
+ 309,
454
+ 310,
455
+ 311,
456
+ 314,
457
+ 315,
458
+ 316,
459
+ 317,
460
+ 319,
461
+ 320,
462
+ 322,
463
+ 46,
464
+ 324,
465
+ 326,
466
+ 327,
467
+ 329,
468
+ 330,
469
+ 331,
470
+ 332,
471
+ 334,
472
+ 335,
473
+ 336,
474
+ 337,
475
+ 339,
476
+ 340,
477
+ 341,
478
+ 343,
479
+ 344,
480
+ 346,
481
+ 348,
482
+ 349,
483
+ 352,
484
+ 353,
485
+ 354,
486
+ 356,
487
+ 357,
488
+ 358,
489
+ 359,
490
+ 361,
491
+ 363,
492
+ 364,
493
+ 365,
494
+ 367,
495
+ 369,
496
+ 372,
497
+ 374,
498
+ 375,
499
+ 376,
500
+ 377,
501
+ 378,
502
+ 380,
503
+ 381,
504
+ 384,
505
+ 385,
506
+ 387,
507
+ 389,
508
+ 391,
509
+ 394,
510
+ 396,
511
+ 397,
512
+ 400,
513
+ 403,
514
+ 405,
515
+ 406,
516
+ 408,
517
+ 409,
518
+ 410,
519
+ 411,
520
+ 413,
521
+ 415,
522
+ 416,
523
+ 418,
524
+ 420,
525
+ 422,
526
+ 423,
527
+ 424,
528
+ 426,
529
+ 428,
530
+ 429,
531
+ 431,
532
+ 432,
533
+ 433,
534
+ 434,
535
+ 435,
536
+ 437,
537
+ 438,
538
+ 440,
539
+ 442,
540
+ 445,
541
+ 446,
542
+ 448,
543
+ 449,
544
+ 450,
545
+ 451,
546
+ 452,
547
+ 453,
548
+ 456,
549
+ 458,
550
+ 459,
551
+ 460,
552
+ 461,
553
+ 462,
554
+ 465,
555
+ 466,
556
+ 468,
557
+ 469,
558
+ 471,
559
+ 474,
560
+ 475,
561
+ 476,
562
+ 477,
563
+ 479,
564
+ 480,
565
+ 482,
566
+ 485,
567
+ 486,
568
+ 488,
569
+ 489,
570
+ 491,
571
+ 492,
572
+ 493,
573
+ 494,
574
+ 495,
575
+ 497,
576
+ 498,
577
+ 499,
578
+ 500,
579
+ 502,
580
+ 503,
581
+ 504,
582
+ 505,
583
+ 506,
584
+ 507,
585
+ 509,
586
+ 510,
587
+ 511,
588
+ 513,
589
+ 517,
590
+ 518,
591
+ 519,
592
+ 521,
593
+ 522,
594
+ 525,
595
+ 526,
596
+ 528,
597
+ 529,
598
+ 533,
599
+ 537,
600
+ 539,
601
+ 541,
602
+ 543,
603
+ 545,
604
+ 546,
605
+ 547,
606
+ 549,
607
+ 550,
608
+ 552,
609
+ 553,
610
+ 554,
611
+ 555,
612
+ 557,
613
+ 558,
614
+ 559,
615
+ 560,
616
+ 561,
617
+ 562,
618
+ 563,
619
+ 564,
620
+ 566,
621
+ 568,
622
+ 570,
623
+ 574,
624
+ 575,
625
+ 576,
626
+ 577,
627
+ 579,
628
+ 581,
629
+ 582,
630
+ 583,
631
+ 585,
632
+ 586,
633
+ 587,
634
+ 589,
635
+ 590,
636
+ 591,
637
+ 593,
638
+ 595,
639
+ 597,
640
+ 599,
641
+ 602,
642
+ 603,
643
+ 604,
644
+ 605,
645
+ 607,
646
+ 608,
647
+ 610,
648
+ 611,
649
+ 612,
650
+ 614,
651
+ 616,
652
+ 617,
653
+ 619,
654
+ 620,
655
+ 621,
656
+ 624,
657
+ 626,
658
+ 628,
659
+ 630,
660
+ 632,
661
+ 635,
662
+ 636,
663
+ 639,
664
+ 640,
665
+ 642,
666
+ 645,
667
+ 647,
668
+ 650,
669
+ 651,
670
+ 652,
671
+ 655,
672
+ 657,
673
+ 658,
674
+ 659,
675
+ 661,
676
+ 662,
677
+ 663,
678
+ 664,
679
+ 665,
680
+ 666,
681
+ 667,
682
+ 668,
683
+ 669,
684
+ 670,
685
+ 672,
686
+ 673,
687
+ 676,
688
+ 677,
689
+ 678,
690
+ 681,
691
+ 682,
692
+ 683,
693
+ 684,
694
+ 686,
695
+ 687,
696
+ 688,
697
+ 690,
698
+ 692,
699
+ 693,
700
+ 694,
701
+ 695,
702
+ 697,
703
+ 698,
704
+ 699,
705
+ 700,
706
+ 701,
707
+ 702,
708
+ 704,
709
+ 705,
710
+ 707,
711
+ 709,
712
+ 710,
713
+ 711,
714
+ 712,
715
+ 713,
716
+ 714,
717
+ 715,
718
+ 716,
719
+ 717,
720
+ 719,
721
+ 721,
722
+ 723,
723
+ 726,
724
+ 728,
725
+ 729,
726
+ 730,
727
+ 731,
728
+ 732,
729
+ 733,
730
+ 734,
731
+ 736,
732
+ 737,
733
+ 738,
734
+ 739,
735
+ 741,
736
+ 742,
737
+ 743,
738
+ 745,
739
+ 746,
740
+ 747,
741
+ 748,
742
+ 749,
743
+ 750,
744
+ 751,
745
+ 753,
746
+ 754,
747
+ 757,
748
+ 759,
749
+ 760,
750
+ 761,
751
+ 762,
752
+ 763,
753
+ 765,
754
+ 767,
755
+ 768,
756
+ 770,
757
+ 771,
758
+ 772,
759
+ 773,
760
+ 775,
761
+ 777,
762
+ 778,
763
+ 779,
764
+ 780,
765
+ 781,
766
+ 783,
767
+ 784,
768
+ 785,
769
+ 786,
770
+ 787,
771
+ 788,
772
+ 789,
773
+ 790,
774
+ 791,
775
+ 792,
776
+ 795,
777
+ 798,
778
+ 799,
779
+ 801,
780
+ 802,
781
+ 803,
782
+ 805,
783
+ 806,
784
+ 809,
785
+ 811,
786
+ 812,
787
+ 814,
788
+ 815,
789
+ 816,
790
+ 817,
791
+ 818,
792
+ 820,
793
+ 822,
794
+ 823,
795
+ 824,
796
+ 825,
797
+ 826,
798
+ 827,
799
+ 828,
800
+ 829,
801
+ 830,
802
+ 832,
803
+ 833,
804
+ 836,
805
+ 838,
806
+ 839,
807
+ 840,
808
+ 841,
809
+ 843,
810
+ 844,
811
+ 845,
812
+ 846,
813
+ 847,
814
+ 848,
815
+ 850,
816
+ 851,
817
+ 852,
818
+ 853,
819
+ 854,
820
+ 855,
821
+ 857,
822
+ 858,
823
+ 859,
824
+ 860,
825
+ 862,
826
+ 864,
827
+ 865,
828
+ 868,
829
+ 869,
830
+ 870,
831
+ 871,
832
+ 872,
833
+ 873,
834
+ 874,
835
+ 876,
836
+ 877,
837
+ 878,
838
+ 881,
839
+ 883,
840
+ 884,
841
+ 885,
842
+ 886,
843
+ 887,
844
+ 888,
845
+ 889,
846
+ 890,
847
+ 892,
848
+ 893,
849
+ 894,
850
+ 896,
851
+ 897,
852
+ 898,
853
+ 899,
854
+ 901,
855
+ 902,
856
+ 905,
857
+ 908,
858
+ 911,
859
+ 912,
860
+ 913,
861
+ 915,
862
+ 916,
863
+ 917,
864
+ 918,
865
+ 919,
866
+ 920,
867
+ 921,
868
+ 925,
869
+ 927,
870
+ 928,
871
+ 929,
872
+ 930,
873
+ 932,
874
+ 936,
875
+ 937,
876
+ 938,
877
+ 940,
878
+ 941,
879
+ 943,
880
+ 944,
881
+ 947,
882
+ 948,
883
+ 950,
884
+ 952,
885
+ 953,
886
+ 955,
887
+ 957,
888
+ 959,
889
+ 962,
890
+ 964,
891
+ 966,
892
+ 967,
893
+ 968,
894
+ 969,
895
+ 971,
896
+ 972,
897
+ 973,
898
+ 974,
899
+ 977,
900
+ 978,
901
+ 117,
902
+ 41,
903
+ 979,
904
+ 980,
905
+ 981,
906
+ 982,
907
+ 983,
908
+ 985,
909
+ 988,
910
+ 989,
911
+ 990,
912
+ 992,
913
+ 994,
914
+ 995,
915
+ 996,
916
+ 998,
917
+ 999,
918
+ 1000,
919
+ 1001,
920
+ 1002,
921
+ 1003,
922
+ 1004,
923
+ 1007,
924
+ 1009,
925
+ 1010,
926
+ 1011,
927
+ 1012,
928
+ 1013,
929
+ 1014,
930
+ 1015,
931
+ 1016,
932
+ 1017,
933
+ 1018,
934
+ 1019,
935
+ 1020,
936
+ 1021,
937
+ 1022,
938
+ 1023,
939
+ 1024,
940
+ 1025,
941
+ 1026,
942
+ 1029,
943
+ 1031,
944
+ 1035,
945
+ 1037,
946
+ 1039,
947
+ 1040,
948
+ 1041,
949
+ 1043,
950
+ 1044,
951
+ 1045,
952
+ 1048,
953
+ 1049,
954
+ 1050,
955
+ 1051,
956
+ 1053,
957
+ 1056,
958
+ 1058,
959
+ 1059,
960
+ 1060,
961
+ 1061,
962
+ 1064,
963
+ 1066,
964
+ 1068,
965
+ 1070,
966
+ 1071,
967
+ 1072,
968
+ 1075,
969
+ 1078,
970
+ 1079,
971
+ 1080,
972
+ 1081,
973
+ 1084,
974
+ 1085,
975
+ 1088,
976
+ 1090,
977
+ 1093,
978
+ 1095,
979
+ 1099,
980
+ 1102,
981
+ 1103,
982
+ 1105,
983
+ 1106,
984
+ 1107,
985
+ 1109,
986
+ 1110,
987
+ 1111,
988
+ 1113,
989
+ 1115,
990
+ 1116,
991
+ 1121,
992
+ 1123,
993
+ 1124,
994
+ 1126,
995
+ 1128,
996
+ 1129,
997
+ 1130,
998
+ 1131,
999
+ 1133,
1000
+ 1134,
1001
+ 1136,
1002
+ 1137,
1003
+ 1138,
1004
+ 1139,
1005
+ 1141,
1006
+ 1143,
1007
+ 1144,
1008
+ 1145,
1009
+ 1147,
1010
+ 1148,
1011
+ 1149,
1012
+ 1150,
1013
+ 1151,
1014
+ 1153,
1015
+ 1154,
1016
+ 1156,
1017
+ 1157,
1018
+ 1158,
1019
+ 1162,
1020
+ 1163,
1021
+ 1165,
1022
+ 1166,
1023
+ 1167,
1024
+ 1168,
1025
+ 1169,
1026
+ 1170,
1027
+ 1171,
1028
+ 1172,
1029
+ 1173,
1030
+ 1174,
1031
+ 1175,
1032
+ 1176,
1033
+ 1030,
1034
+ 1179,
1035
+ 1180,
1036
+ 1182,
1037
+ 1184,
1038
+ 1185,
1039
+ 1186,
1040
+ 1187,
1041
+ 1188,
1042
+ 1189,
1043
+ 1190,
1044
+ 1191,
1045
+ 1192,
1046
+ 1193,
1047
+ 1195,
1048
+ 1198,
1049
+ 1199,
1050
+ 1201,
1051
+ 1202,
1052
+ 1204,
1053
+ 1205,
1054
+ 1206,
1055
+ 1207,
1056
+ 1211,
1057
+ 1213,
1058
+ 1214,
1059
+ 1216,
1060
+ 1219,
1061
+ 1220,
1062
+ 1221,
1063
+ 1222,
1064
+ 1223,
1065
+ 1224,
1066
+ 1225,
1067
+ 1226,
1068
+ 1228,
1069
+ 1230,
1070
+ 1232,
1071
+ 1234,
1072
+ 1235,
1073
+ 1238,
1074
+ 1239,
1075
+ 1240,
1076
+ 1241,
1077
+ 1242,
1078
+ 1244,
1079
+ 1247,
1080
+ 1248,
1081
+ 1249,
1082
+ 1250,
1083
+ 1251,
1084
+ 1253,
1085
+ 1254,
1086
+ 1255,
1087
+ 1256,
1088
+ 1257,
1089
+ 1258,
1090
+ 1259,
1091
+ 1262,
1092
+ 1263,
1093
+ 1265,
1094
+ 1267,
1095
+ 515,
1096
+ 1268,
1097
+ 1269,
1098
+ 1271,
1099
+ 1273,
1100
+ 1274,
1101
+ 1275,
1102
+ 1276,
1103
+ 1277,
1104
+ 1279,
1105
+ 1280,
1106
+ 1282,
1107
+ 1283,
1108
+ 1284,
1109
+ 1285,
1110
+ 1287,
1111
+ 1289,
1112
+ 1291,
1113
+ 1292,
1114
+ 1294,
1115
+ 1297,
1116
+ 1298,
1117
+ 1299,
1118
+ 1302,
1119
+ 1303,
1120
+ 1305,
1121
+ 1307,
1122
+ 1308,
1123
+ 1309,
1124
+ 1311,
1125
+ 1312,
1126
+ 1313,
1127
+ 1314,
1128
+ 1315,
1129
+ 1316,
1130
+ 1317,
1131
+ 1318,
1132
+ 1320,
1133
+ 1321,
1134
+ 1322,
1135
+ 1324,
1136
+ 1325,
1137
+ 1326,
1138
+ 1329,
1139
+ 1331,
1140
+ 1334,
1141
+ 1336,
1142
+ 1337,
1143
+ 1340,
1144
+ 1341,
1145
+ 1342,
1146
+ 1343,
1147
+ 1346,
1148
+ 1348,
1149
+ 1349,
1150
+ 1350,
1151
+ 1352,
1152
+ 1353,
1153
+ 1355,
1154
+ 1357,
1155
+ 1358,
1156
+ 1359,
1157
+ 1361,
1158
+ 965,
1159
+ 1362,
1160
+ 1363,
1161
+ 1364,
1162
+ 1366,
1163
+ 1369,
1164
+ 1370,
1165
+ 1371,
1166
+ 1372,
1167
+ 1373,
1168
+ 1375,
1169
+ 1376,
1170
+ 1377,
1171
+ 1379,
1172
+ 1381,
1173
+ 1382,
1174
+ 1383,
1175
+ 1385,
1176
+ 1387,
1177
+ 1388,
1178
+ 1390,
1179
+ 1392,
1180
+ 1393,
1181
+ 1394,
1182
+ 1395,
1183
+ 1396,
1184
+ 1397,
1185
+ 1398,
1186
+ 1399,
1187
+ 1400,
1188
+ 1402,
1189
+ 1403,
1190
+ 1405,
1191
+ 1406,
1192
+ 1407,
1193
+ 1409,
1194
+ 1411,
1195
+ 1412,
1196
+ 1413,
1197
+ 1414,
1198
+ 1418,
1199
+ 1419,
1200
+ 1420,
1201
+ 1421,
1202
+ 1423,
1203
+ 1424,
1204
+ 1425,
1205
+ 1427,
1206
+ 1428,
1207
+ 1429,
1208
+ 1430,
1209
+ 1432,
1210
+ 1433,
1211
+ 1435,
1212
+ 1437,
1213
+ 1438,
1214
+ 1441,
1215
+ 1442,
1216
+ 1444,
1217
+ 1446,
1218
+ 1447,
1219
+ 1449,
1220
+ 1453,
1221
+ 1455,
1222
+ 1457,
1223
+ 1458,
1224
+ 1460,
1225
+ 1462,
1226
+ 1463,
1227
+ 1464,
1228
+ 1466,
1229
+ 1469,
1230
+ 1470,
1231
+ 1471,
1232
+ 1473,
1233
+ 1475,
1234
+ 1476,
1235
+ 1477,
1236
+ 1478,
1237
+ 1479,
1238
+ 1482,
1239
+ 1483,
1240
+ 1484,
1241
+ 1486,
1242
+ 1487,
1243
+ 1489,
1244
+ 1491,
1245
+ 1493,
1246
+ 1494,
1247
+ 1495,
1248
+ 1496,
1249
+ 1497,
1250
+ 1498,
1251
+ 1499,
1252
+ 1500,
1253
+ 1501,
1254
+ 1502,
1255
+ 1503,
1256
+ 1504,
1257
+ 1506,
1258
+ 1507,
1259
+ 1508,
1260
+ 1510,
1261
+ 1511,
1262
+ 1512,
1263
+ 1513,
1264
+ 1516,
1265
+ 1517,
1266
+ 1518,
1267
+ 1519,
1268
+ 1520,
1269
+ 1521,
1270
+ 1522,
1271
+ 1523,
1272
+ 849
1273
+ ]
1274
+ },
1275
+ "pipeline":[
1276
+ "experimental_char_ner_tokenizer",
1277
+ "transformer",
1278
+ "tagger",
1279
+ "morphologizer",
1280
+ "parser",
1281
+ "experimental_edit_tree_lemmatizer"
1282
+ ],
1283
+ "components":[
1284
+ "experimental_char_ner_tokenizer",
1285
+ "transformer",
1286
+ "senter",
1287
+ "tagger",
1288
+ "morphologizer",
1289
+ "parser",
1290
+ "experimental_edit_tree_lemmatizer"
1291
+ ],
1292
+ "disabled":[
1293
+ "senter"
1294
+ ],
1295
+ "sources":[
1296
+ {
1297
+ "name":"Universal Dependencies v2.5",
1298
+ "url":"https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105",
1299
+ "author":"Zeman, Daniel; et al."
1300
+ }
1301
+ ],
1302
+ "performance":{
1303
+ "token_f":1.0,
1304
+ "token_p":1.0,
1305
+ "token_r":1.0,
1306
+ "token_acc":1.0,
1307
+ "sents_f":0.9879568106,
1308
+ "sents_p":0.9883672622,
1309
+ "sents_r":0.9875466999,
1310
+ "tag_acc":0.9916412329,
1311
+ "pos_acc":0.9913112816,
1312
+ "morph_acc":0.9842448239,
1313
+ "morph_per_feat":{
1314
+ "Definite":{
1315
+ "p":0.9923777019,
1316
+ "r":0.9893387774,
1317
+ "f":0.9908559096
1318
+ },
1319
+ "Gender":{
1320
+ "p":0.9817299458,
1321
+ "r":0.9785639761,
1322
+ "f":0.9801444043
1323
+ },
1324
+ "Number":{
1325
+ "p":0.9891320311,
1326
+ "r":0.9868854861,
1327
+ "f":0.9880074816
1328
+ },
1329
+ "Mood":{
1330
+ "p":0.9977437954,
1331
+ "r":0.9952488122,
1332
+ "f":0.9964947421
1333
+ },
1334
+ "Tense":{
1335
+ "p":0.9977312831,
1336
+ "r":0.9967262654,
1337
+ "f":0.997228521
1338
+ },
1339
+ "VerbForm":{
1340
+ "p":0.9925118021,
1341
+ "r":0.9936440678,
1342
+ "f":0.9930776122
1343
+ },
1344
+ "Degree":{
1345
+ "p":0.9920332525,
1346
+ "r":0.9838543456,
1347
+ "f":0.9879268713
1348
+ },
1349
+ "PronType":{
1350
+ "p":0.9958963283,
1351
+ "r":0.9946074202,
1352
+ "f":0.9952514569
1353
+ },
1354
+ "Poss":{
1355
+ "p":1.0,
1356
+ "r":1.0,
1357
+ "f":1.0
1358
+ },
1359
+ "Case":{
1360
+ "p":0.9988907377,
1361
+ "r":0.9972314507,
1362
+ "f":0.9980604045
1363
+ },
1364
+ "Reflex":{
1365
+ "p":1.0,
1366
+ "r":1.0,
1367
+ "f":1.0
1368
+ },
1369
+ "NumType":{
1370
+ "p":1.0,
1371
+ "r":0.9979423868,
1372
+ "f":0.9989701339
1373
+ },
1374
+ "Polarity":{
1375
+ "p":1.0,
1376
+ "r":1.0,
1377
+ "f":1.0
1378
+ },
1379
+ "Person":{
1380
+ "p":0.9971428571,
1381
+ "r":0.9938300902,
1382
+ "f":0.9954837176
1383
+ },
1384
+ "Animacy":{
1385
+ "p":0.9982949702,
1386
+ "r":0.9974446337,
1387
+ "f":0.9978696208
1388
+ },
1389
+ "Voice":{
1390
+ "p":0.951048951,
1391
+ "r":0.9855072464,
1392
+ "f":0.9679715302
1393
+ },
1394
+ "Abbr":{
1395
+ "p":1.0,
1396
+ "r":0.99375,
1397
+ "f":0.9968652038
1398
+ }
1399
+ },
1400
+ "dep_uas":0.9563180335,
1401
+ "dep_las":0.9390763849,
1402
+ "dep_las_per_type":{
1403
+ "nmod":{
1404
+ "p":0.8859649123,
1405
+ "r":0.9117767747,
1406
+ "f":0.898685541
1407
+ },
1408
+ "nsubj":{
1409
+ "p":0.9684112728,
1410
+ "r":0.9636363636,
1411
+ "f":0.9660179178
1412
+ },
1413
+ "flat:name":{
1414
+ "p":0.9603174603,
1415
+ "r":0.9742351047,
1416
+ "f":0.967226219
1417
+ },
1418
+ "root":{
1419
+ "p":0.9746572497,
1420
+ "r":0.9738480697,
1421
+ "f":0.9742524917
1422
+ },
1423
+ "advmod":{
1424
+ "p":0.916988417,
1425
+ "r":0.9117082534,
1426
+ "f":0.9143407122
1427
+ },
1428
+ "mark":{
1429
+ "p":0.9683509162,
1430
+ "r":0.9699666296,
1431
+ "f":0.9691580995
1432
+ },
1433
+ "advcl":{
1434
+ "p":0.8436426117,
1435
+ "r":0.8421955403,
1436
+ "f":0.8429184549
1437
+ },
1438
+ "obj":{
1439
+ "p":0.959752322,
1440
+ "r":0.9615384615,
1441
+ "f":0.9606445615
1442
+ },
1443
+ "case":{
1444
+ "p":0.9772844605,
1445
+ "r":0.9770322581,
1446
+ "f":0.977158343
1447
+ },
1448
+ "det":{
1449
+ "p":0.9879974732,
1450
+ "r":0.9898734177,
1451
+ "f":0.9889345558
1452
+ },
1453
+ "obl":{
1454
+ "p":0.8755676658,
1455
+ "r":0.87239819,
1456
+ "f":0.8739800544
1457
+ },
1458
+ "aux":{
1459
+ "p":0.972972973,
1460
+ "r":0.9773755656,
1461
+ "f":0.9751693002
1462
+ },
1463
+ "acl:relcl":{
1464
+ "p":0.89569161,
1465
+ "r":0.8896396396,
1466
+ "f":0.8926553672
1467
+ },
1468
+ "iobj":{
1469
+ "p":0.9024390244,
1470
+ "r":0.8409090909,
1471
+ "f":0.8705882353
1472
+ },
1473
+ "xcomp":{
1474
+ "p":0.8417431193,
1475
+ "r":0.8321995465,
1476
+ "f":0.8369441277
1477
+ },
1478
+ "cc":{
1479
+ "p":0.9715603382,
1480
+ "r":0.9745566692,
1481
+ "f":0.9730561971
1482
+ },
1483
+ "conj":{
1484
+ "p":0.8975290698,
1485
+ "r":0.8968772694,
1486
+ "f":0.8972030512
1487
+ },
1488
+ "amod":{
1489
+ "p":0.9729078868,
1490
+ "r":0.9788007268,
1491
+ "f":0.9758454106
1492
+ },
1493
+ "nummod":{
1494
+ "p":0.9875,
1495
+ "r":0.9673469388,
1496
+ "f":0.9773195876
1497
+ },
1498
+ "compound:prt":{
1499
+ "p":0.8925925926,
1500
+ "r":0.8700361011,
1501
+ "f":0.8811700183
1502
+ },
1503
+ "cop":{
1504
+ "p":0.9511323004,
1505
+ "r":0.9511323004,
1506
+ "f":0.9511323004
1507
+ },
1508
+ "appos":{
1509
+ "p":0.6323529412,
1510
+ "r":0.43,
1511
+ "f":0.5119047619
1512
+ },
1513
+ "ccomp":{
1514
+ "p":0.9083969466,
1515
+ "r":0.937007874,
1516
+ "f":0.9224806202
1517
+ },
1518
+ "csubj":{
1519
+ "p":0.865248227,
1520
+ "r":0.8905109489,
1521
+ "f":0.8776978417
1522
+ },
1523
+ "expl":{
1524
+ "p":0.8582474227,
1525
+ "r":0.9,
1526
+ "f":0.8786279683
1527
+ },
1528
+ "nsubj:pass":{
1529
+ "p":0.9366515837,
1530
+ "r":0.9583333333,
1531
+ "f":0.9473684211
1532
+ },
1533
+ "aux:pass":{
1534
+ "p":0.9590163934,
1535
+ "r":0.975,
1536
+ "f":0.9669421488
1537
+ },
1538
+ "acl":{
1539
+ "p":0.7822580645,
1540
+ "r":0.7822580645,
1541
+ "f":0.7822580645
1542
+ },
1543
+ "acl:cleft":{
1544
+ "p":0.6774193548,
1545
+ "r":0.7777777778,
1546
+ "f":0.724137931
1547
+ },
1548
+ "orphan":{
1549
+ "p":0.2142857143,
1550
+ "r":0.1153846154,
1551
+ "f":0.15
1552
+ },
1553
+ "reparandum":{
1554
+ "p":0.0,
1555
+ "r":0.0,
1556
+ "f":0.0
1557
+ },
1558
+ "parataxis":{
1559
+ "p":0.9548387097,
1560
+ "r":0.7872340426,
1561
+ "f":0.8629737609
1562
+ },
1563
+ "compound":{
1564
+ "p":0.880952381,
1565
+ "r":0.7872340426,
1566
+ "f":0.8314606742
1567
+ },
1568
+ "discourse":{
1569
+ "p":0.619047619,
1570
+ "r":0.5652173913,
1571
+ "f":0.5909090909
1572
+ },
1573
+ "dep":{
1574
+ "p":0.0,
1575
+ "r":0.0,
1576
+ "f":0.0
1577
+ },
1578
+ "flat:foreign":{
1579
+ "p":0.59375,
1580
+ "r":0.6129032258,
1581
+ "f":0.6031746032
1582
+ },
1583
+ "csubj:pass":{
1584
+ "p":0.0,
1585
+ "r":0.0,
1586
+ "f":0.0
1587
+ }
1588
+ },
1589
+ "lemma_acc":0.9882042399
1590
+ },
1591
+ "requirements":[
1592
+ "spacy-transformers>=1.1.3,<1.2.0",
1593
+ "spacy-experimental>=0.2.0,<0.3.0"
1594
+ ]
1595
+ }
morphologizer/cfg ADDED
@@ -0,0 +1,414 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "extend":false,
3
+ "labels_morph":{
4
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Definite=Ind|Gender=Neut|Number=Sing",
5
+ "POS=CCONJ":"",
6
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Definite=Ind|Gender=Masc|Number=Sing",
7
+ "POS=SCONJ":"",
8
+ "Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Definite=Def|Gender=Masc|Number=Sing",
9
+ "Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Definite=Ind|Gender=Neut|Number=Plur",
10
+ "POS=PUNCT":"",
11
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin":"Mood=Ind|Tense=Past|VerbForm=Fin",
12
+ "POS=ADP":"",
13
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
14
+ "Definite=Def|Degree=Pos|Number=Sing|POS=ADJ":"Definite=Def|Degree=Pos|Number=Sing",
15
+ "POS=PROPN":"",
16
+ "POS=X":"",
17
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":"Mood=Ind|Tense=Pres|VerbForm=Fin",
18
+ "Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Definite=Def|Gender=Neut|Number=Sing",
19
+ "POS=PRON|PronType=Rel":"PronType=Rel",
20
+ "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin":"Mood=Ind|Tense=Pres|VerbForm=Fin",
21
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part":"Definite=Ind|Gender=Neut|Number=Sing|VerbForm=Part",
22
+ "Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ":"Definite=Ind|Degree=Pos|Number=Sing",
23
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Definite=Ind|Gender=Fem|Number=Sing",
24
+ "Number=Plur|POS=ADJ|VerbForm=Part":"Number=Plur|VerbForm=Part",
25
+ "Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Definite=Ind|Gender=Fem|Number=Plur",
26
+ "POS=ADV":"",
27
+ "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Neut|Number=Sing|Person=3|PronType=Prs",
28
+ "Definite=Ind|Number=Sing|POS=ADJ|VerbForm=Part":"Definite=Ind|Number=Sing|VerbForm=Part",
29
+ "POS=VERB|VerbForm=Part":"VerbForm=Part",
30
+ "Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Definite=Ind|Gender=Masc|Number=Plur",
31
+ "Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":"Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing",
32
+ "Degree=Pos|Number=Plur|POS=ADJ":"Degree=Pos|Number=Plur",
33
+ "NumType=Card|Number=Plur|POS=NUM":"NumType=Card|Number=Plur",
34
+ "Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Definite=Def|Gender=Masc|Number=Plur",
35
+ "Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes":"Case=Acc|PronType=Prs|Reflex=Yes",
36
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
37
+ "POS=PART":"",
38
+ "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
39
+ "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
40
+ "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin":"Mood=Ind|Tense=Past|VerbForm=Fin",
41
+ "Gender=Fem|POS=PROPN":"Gender=Fem",
42
+ "POS=NOUN":"",
43
+ "Gender=Masc|POS=PROPN":"Gender=Masc",
44
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Dem":"Gender=Neut|Number=Sing|PronType=Dem",
45
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Gender=Masc|Number=Sing|PronType=Art",
46
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Masc|Number=Sing",
47
+ "Abbr=Yes|POS=PROPN":"Abbr=Yes",
48
+ "POS=PART|Polarity=Neg":"Polarity=Neg",
49
+ "Number=Plur|POS=PRON|Poss=Yes|PronType=Prs":"Number=Plur|Poss=Yes|PronType=Prs",
50
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Plur",
51
+ "Case=Gen|POS=PROPN":"Case=Gen",
52
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
53
+ "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
54
+ "Definite=Def|Degree=Sup|POS=ADJ":"Definite=Def|Degree=Sup",
55
+ "Case=Gen|Gender=Fem|POS=PROPN":"Case=Gen|Gender=Fem",
56
+ "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
57
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Sing",
58
+ "Definite=Ind|Degree=Sup|POS=ADJ":"Definite=Ind|Degree=Sup",
59
+ "Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Definite=Def|Gender=Fem|Number=Plur",
60
+ "Gender=Neut|POS=PROPN":"Gender=Neut",
61
+ "Number=Plur|POS=DET|PronType=Int":"Number=Plur|PronType=Int",
62
+ "Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Definite=Def|Gender=Neut|Number=Plur",
63
+ "Definite=Def|POS=DET|PronType=Dem":"Definite=Def|PronType=Dem",
64
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Art":"Gender=Neut|Number=Sing|PronType=Art",
65
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass":"Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Pass",
66
+ "Abbr=Yes|Case=Gen|POS=PROPN":"Abbr=Yes|Case=Gen",
67
+ "Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
68
+ "Degree=Cmp|POS=ADJ":"Degree=Cmp",
69
+ "POS=ADJ|VerbForm=Part":"VerbForm=Part",
70
+ "Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Neut|Number=Sing|Poss=Yes|PronType=Prs",
71
+ "Abbr=Yes|POS=ADP":"Abbr=Yes",
72
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Prs":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Prs",
73
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Plur",
74
+ "POS=AUX|VerbForm=Part":"VerbForm=Part",
75
+ "POS=PRON|PronType=Int":"PronType=Int",
76
+ "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
77
+ "Number=Plur|POS=PRON|Person=3|PronType=Ind,Prs":"Number=Plur|Person=3|PronType=Ind,Prs",
78
+ "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
79
+ "Degree=Pos|POS=ADJ":"Degree=Pos",
80
+ "Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Animacy=Hum|Case=Nom|Number=Plur|Person=1|PronType=Prs",
81
+ "POS=VERB|VerbForm=Inf|Voice=Pass":"VerbForm=Inf|Voice=Pass",
82
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Dem",
83
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Ind":"Gender=Neut|Number=Sing|PronType=Ind",
84
+ "Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
85
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Animacy=Hum|Case=Nom|Number=Sing|Person=1|PronType=Prs",
86
+ "Number=Plur|POS=DET|Polarity=Neg|PronType=Neg":"Number=Plur|Polarity=Neg|PronType=Neg",
87
+ "NumType=Card|POS=NUM":"NumType=Card",
88
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
89
+ "POS=DET|PronType=Prs":"PronType=Prs",
90
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
91
+ "Case=Gen|Gender=Neut|POS=PROPN":"Case=Gen|Gender=Neut",
92
+ "Gender=Masc|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg":"Gender=Masc|Number=Sing|Polarity=Neg|PronType=Neg",
93
+ "Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part":"Definite=Def|Number=Sing|VerbForm=Part",
94
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Fem,Masc|Number=Sing|Person=3|PronType=Prs",
95
+ "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
96
+ "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Number=Plur|Person=3|PronType=Prs",
97
+ "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ":"Case=Gen|Degree=Pos|Number=Plur",
98
+ "Number=Plur|POS=DET|PronType=Tot":"Number=Plur|PronType=Tot",
99
+ "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Case=Gen|Gender=Masc|Number=Sing|PronType=Dem",
100
+ "Number=Plur|POS=DET|PronType=Prs":"Number=Plur|PronType=Prs",
101
+ "POS=SYM":"",
102
+ "Gender=Neut|NumType=Card|Number=Sing|POS=NUM":"Gender=Neut|NumType=Card|Number=Sing",
103
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|PronType=Prs":"Animacy=Hum|Case=Nom|Number=Sing|PronType=Prs",
104
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Prs":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Prs",
105
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
106
+ "Abbr=Yes|POS=ADV":"Abbr=Yes",
107
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Dem":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Dem",
108
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
109
+ "Definite=Def|POS=DET|PronType=Prs":"Definite=Def|PronType=Prs",
110
+ "Animacy=Hum|Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Animacy=Hum|Case=Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
111
+ "Gender=Neut|POS=NOUN":"Gender=Neut",
112
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Int":"Gender=Neut|Number=Sing|PronType=Int",
113
+ "Definite=Def|NumType=Card|POS=NUM":"Definite=Def|NumType=Card",
114
+ "Mood=Imp|POS=VERB|VerbForm=Fin":"Mood=Imp|VerbForm=Fin",
115
+ "Definite=Ind|Number=Plur|POS=NOUN":"Definite=Ind|Number=Plur",
116
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Tot":"Gender=Neut|Number=Sing|PronType=Tot",
117
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot",
118
+ "Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Animacy=Hum|Case=Acc|Number=Plur|Person=1|PronType=Prs",
119
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|Polarity=Neg|PronType=Neg,Prs":"Gender=Fem,Masc|Number=Sing|Person=3|Polarity=Neg|PronType=Neg,Prs",
120
+ "Number=Plur|POS=PRON|Person=3|Polarity=Neg|PronType=Neg,Prs":"Number=Plur|Person=3|Polarity=Neg|PronType=Neg,Prs",
121
+ "Definite=Def|NumType=Card|Number=Sing|POS=NUM":"Definite=Def|NumType=Card|Number=Sing",
122
+ "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":"Gender=Masc|NumType=Card|Number=Sing",
123
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Dem",
124
+ "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Fem|Number=Plur",
125
+ "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem":"Case=Gen|Gender=Neut|Number=Sing|PronType=Dem",
126
+ "Animacy=Hum|Number=Sing|POS=PRON|PronType=Art,Prs":"Animacy=Hum|Number=Sing|PronType=Art,Prs",
127
+ "Mood=Imp|POS=AUX|VerbForm=Fin":"Mood=Imp|VerbForm=Fin",
128
+ "Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot":"Number=Plur|Person=3|PronType=Prs,Tot",
129
+ "Number=Plur|POS=ADJ":"Number=Plur",
130
+ "Gender=Masc|POS=NOUN":"Gender=Masc",
131
+ "Abbr=Yes|POS=NOUN":"Abbr=Yes",
132
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Plur",
133
+ "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs":"Gender=Neut|Number=Sing|Person=3|PronType=Ind,Prs",
134
+ "POS=INTJ":"",
135
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Animacy=Hum|Case=Nom|Number=Sing|Person=2|PronType=Prs",
136
+ "Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Animacy=Hum|Case=Acc|Number=Sing|Person=1|PronType=Prs",
137
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Masc|Number=Plur",
138
+ "POS=ADJ":"",
139
+ "Animacy=Hum|Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Animacy=Hum|Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
140
+ "Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Animacy=Hum|Case=Acc|Number=Sing|Person=2|PronType=Prs",
141
+ "Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Definite=Def|Gender=Fem|Number=Sing",
142
+ "Number=Sing|POS=PRON|Polarity=Neg|PronType=Neg":"Number=Sing|Polarity=Neg|PronType=Neg",
143
+ "Case=Gen|POS=NOUN":"Case=Gen",
144
+ "Definite=Ind|Number=Sing|POS=ADJ":"Definite=Ind|Number=Sing",
145
+ "Case=Gen|Gender=Masc|POS=PROPN":"Case=Gen|Gender=Masc",
146
+ "Animacy=Hum|Number=Plur|POS=PRON|PronType=Rcp":"Animacy=Hum|Number=Plur|PronType=Rcp",
147
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Sing",
148
+ "Number=Plur|POS=PRON|Person=3|PronType=Prs":"Number=Plur|Person=3|PronType=Prs",
149
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs":"Gender=Fem,Masc|Number=Sing|Person=3|PronType=Ind,Prs",
150
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Prs":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Prs",
151
+ "Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Fem|Number=Sing",
152
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Gender=Fem|Number=Sing|PronType=Art",
153
+ "Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ":"Case=Gen|Definite=Def|Degree=Pos|Number=Sing",
154
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
155
+ "NumType=Card|Number=Sing|POS=NUM":"NumType=Card|Number=Sing",
156
+ "Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Animacy=Hum|Case=Acc|Number=Plur|Person=2|PronType=Prs",
157
+ "Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Animacy=Hum|Case=Nom|Number=Plur|Person=2|PronType=Prs",
158
+ "Case=Gen|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":"Case=Gen|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing",
159
+ "Degree=Sup|POS=ADJ":"Degree=Sup",
160
+ "Animacy=Hum|POS=PRON|PronType=Int":"Animacy=Hum|PronType=Int",
161
+ "POS=DET|PronType=Ind":"PronType=Ind",
162
+ "Definite=Def|Number=Sing|POS=DET|PronType=Dem":"Definite=Def|Number=Sing|PronType=Dem",
163
+ "Gender=Fem|POS=NOUN":"Gender=Fem",
164
+ "Case=Gen|Number=Plur|POS=DET|PronType=Dem":"Case=Gen|Number=Plur|PronType=Dem",
165
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs,Tot":"Gender=Fem,Masc|Number=Sing|Person=3|PronType=Prs,Tot",
166
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Plur",
167
+ "Gender=Neut|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg":"Gender=Neut|Number=Sing|Polarity=Neg|PronType=Neg",
168
+ "Number=Plur|POS=NOUN":"Number=Plur",
169
+ "POS=PRON|PronType=Prs":"PronType=Prs",
170
+ "Case=Gen|Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ":"Case=Gen|Definite=Ind|Degree=Pos|Number=Sing",
171
+ "Definite=Ind|Number=Sing|POS=VERB|VerbForm=Part":"Definite=Ind|Number=Sing|VerbForm=Part",
172
+ "Case=Gen|Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part":"Case=Gen|Definite=Def|Number=Sing|VerbForm=Part",
173
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Pass",
174
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Dem,Ind":"Gender=Neut|Number=Sing|PronType=Dem,Ind",
175
+ "Animacy=Hum|POS=PRON|Poss=Yes|PronType=Int":"Animacy=Hum|Poss=Yes|PronType=Int",
176
+ "Abbr=Yes|POS=ADJ":"Abbr=Yes",
177
+ "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Case=Gen|Gender=Masc|Number=Sing|PronType=Art",
178
+ "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing|POS=NOUN":"Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing",
179
+ "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Case=Gen|Gender=Fem|Number=Sing|PronType=Dem",
180
+ "Number=Plur|POS=PRON|Poss=Yes|PronType=Rcp":"Number=Plur|Poss=Yes|PronType=Rcp",
181
+ "Definite=Ind|Degree=Pos|POS=ADJ":"Definite=Ind|Degree=Pos",
182
+ "Number=Plur|POS=DET|PronType=Art":"Number=Plur|PronType=Art",
183
+ "Case=Gen|NumType=Card|Number=Plur|POS=NUM":"Case=Gen|NumType=Card|Number=Plur",
184
+ "Abbr=Yes|Definite=Def,Ind|Gender=Neut|Number=Plur,Sing|POS=NOUN":"Abbr=Yes|Definite=Def,Ind|Gender=Neut|Number=Plur,Sing",
185
+ "Case=Gen|Number=Plur|POS=DET|PronType=Tot":"Case=Gen|Number=Plur|PronType=Tot",
186
+ "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Plur,Sing|POS=NOUN":"Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Plur,Sing",
187
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
188
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Definite=Ind|Gender=Neut|Number=Sing",
189
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|PronType=Dem",
190
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Prs":"Gender=Fem|Number=Sing|PronType=Prs",
191
+ "Animacy=Hum|Case=Gen,Nom|Number=Sing|POS=PRON|PronType=Art,Prs":"Animacy=Hum|Case=Gen,Nom|Number=Sing|PronType=Art,Prs",
192
+ "Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":"Definite=Def|Degree=Pos|Gender=Masc|Number=Sing",
193
+ "Animacy=Hum|Case=Gen|Number=Sing|POS=PRON|PronType=Art,Prs":"Animacy=Hum|Case=Gen|Number=Sing|PronType=Art,Prs",
194
+ "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":"Gender=Fem|NumType=Card|Number=Sing",
195
+ "Definite=Ind|Gender=Masc|POS=NOUN":"Definite=Ind|Gender=Masc",
196
+ "Definite=Def|Number=Plur|POS=NOUN":"Definite=Def|Number=Plur",
197
+ "Number=Sing|POS=ADJ|VerbForm=Part":"Number=Sing|VerbForm=Part",
198
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":"Definite=Ind|Gender=Masc|Number=Sing|VerbForm=Part",
199
+ "Abbr=Yes|Gender=Masc|POS=NOUN":"Abbr=Yes|Gender=Masc",
200
+ "Abbr=Yes|Case=Gen|POS=NOUN":"Abbr=Yes|Case=Gen",
201
+ "Abbr=Yes|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":"Abbr=Yes|Mood=Ind|Tense=Pres|VerbForm=Fin",
202
+ "Abbr=Yes|Degree=Pos|POS=ADJ":"Abbr=Yes|Degree=Pos",
203
+ "Case=Gen|Gender=Fem|POS=NOUN":"Case=Gen|Gender=Fem",
204
+ "Case=Gen|Degree=Cmp|POS=ADJ":"Case=Gen|Degree=Cmp",
205
+ "Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":"Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing",
206
+ "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing"
207
+ },
208
+ "labels_pos":{
209
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":92,
210
+ "POS=CCONJ":89,
211
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":92,
212
+ "POS=SCONJ":98,
213
+ "Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":92,
214
+ "Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":92,
215
+ "POS=PUNCT":97,
216
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin":100,
217
+ "POS=ADP":85,
218
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
219
+ "Definite=Def|Degree=Pos|Number=Sing|POS=ADJ":84,
220
+ "POS=PROPN":96,
221
+ "POS=X":101,
222
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":100,
223
+ "Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":92,
224
+ "POS=PRON|PronType=Rel":95,
225
+ "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin":87,
226
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part":84,
227
+ "Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ":84,
228
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":92,
229
+ "Number=Plur|POS=ADJ|VerbForm=Part":84,
230
+ "Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":92,
231
+ "POS=ADV":86,
232
+ "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
233
+ "Definite=Ind|Number=Sing|POS=ADJ|VerbForm=Part":84,
234
+ "POS=VERB|VerbForm=Part":100,
235
+ "Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":92,
236
+ "Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":84,
237
+ "Degree=Pos|Number=Plur|POS=ADJ":84,
238
+ "NumType=Card|Number=Plur|POS=NUM":93,
239
+ "Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":92,
240
+ "Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes":95,
241
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":92,
242
+ "POS=PART":94,
243
+ "POS=VERB|VerbForm=Inf":100,
244
+ "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
245
+ "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin":87,
246
+ "Gender=Fem|POS=PROPN":96,
247
+ "POS=NOUN":92,
248
+ "Gender=Masc|POS=PROPN":96,
249
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Dem":90,
250
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
251
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":92,
252
+ "Abbr=Yes|POS=PROPN":96,
253
+ "POS=PART|Polarity=Neg":94,
254
+ "Number=Plur|POS=PRON|Poss=Yes|PronType=Prs":95,
255
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":92,
256
+ "Case=Gen|POS=PROPN":96,
257
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":90,
258
+ "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":95,
259
+ "Definite=Def|Degree=Sup|POS=ADJ":84,
260
+ "Case=Gen|Gender=Fem|POS=PROPN":96,
261
+ "Number=Plur|POS=DET|PronType=Dem":90,
262
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":92,
263
+ "Definite=Ind|Degree=Sup|POS=ADJ":84,
264
+ "Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":92,
265
+ "Gender=Neut|POS=PROPN":96,
266
+ "Number=Plur|POS=DET|PronType=Int":90,
267
+ "Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":92,
268
+ "Definite=Def|POS=DET|PronType=Dem":90,
269
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Art":90,
270
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass":100,
271
+ "Abbr=Yes|Case=Gen|POS=PROPN":96,
272
+ "Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
273
+ "Degree=Cmp|POS=ADJ":84,
274
+ "POS=ADJ|VerbForm=Part":84,
275
+ "Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":95,
276
+ "Abbr=Yes|POS=ADP":85,
277
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Prs":90,
278
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":92,
279
+ "POS=AUX|VerbForm=Part":87,
280
+ "POS=PRON|PronType=Int":95,
281
+ "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":95,
282
+ "Number=Plur|POS=PRON|Person=3|PronType=Ind,Prs":95,
283
+ "Number=Plur|POS=DET|PronType=Ind":90,
284
+ "Degree=Pos|POS=ADJ":84,
285
+ "Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
286
+ "POS=VERB|VerbForm=Inf|Voice=Pass":100,
287
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Dem":90,
288
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Ind":90,
289
+ "Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
290
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
291
+ "Number=Plur|POS=DET|Polarity=Neg|PronType=Neg":90,
292
+ "NumType=Card|POS=NUM":93,
293
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":90,
294
+ "POS=DET|PronType=Prs":90,
295
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":90,
296
+ "Case=Gen|Gender=Neut|POS=PROPN":96,
297
+ "Gender=Masc|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg":90,
298
+ "Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part":84,
299
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
300
+ "POS=AUX|VerbForm=Inf":87,
301
+ "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
302
+ "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ":84,
303
+ "Number=Plur|POS=DET|PronType=Tot":90,
304
+ "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
305
+ "Number=Plur|POS=DET|PronType=Prs":90,
306
+ "POS=SYM":99,
307
+ "Gender=Neut|NumType=Card|Number=Sing|POS=NUM":93,
308
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|PronType=Prs":95,
309
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Prs":90,
310
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":92,
311
+ "Abbr=Yes|POS=ADV":86,
312
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Dem":90,
313
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":90,
314
+ "Definite=Def|POS=DET|PronType=Prs":90,
315
+ "Animacy=Hum|Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
316
+ "Gender=Neut|POS=NOUN":92,
317
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Int":90,
318
+ "Definite=Def|NumType=Card|POS=NUM":93,
319
+ "Mood=Imp|POS=VERB|VerbForm=Fin":100,
320
+ "Definite=Ind|Number=Plur|POS=NOUN":92,
321
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Tot":90,
322
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":90,
323
+ "Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
324
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|Polarity=Neg|PronType=Neg,Prs":95,
325
+ "Number=Plur|POS=PRON|Person=3|Polarity=Neg|PronType=Neg,Prs":95,
326
+ "Definite=Def|NumType=Card|Number=Sing|POS=NUM":93,
327
+ "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":93,
328
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
329
+ "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":92,
330
+ "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem":90,
331
+ "Animacy=Hum|Number=Sing|POS=PRON|PronType=Art,Prs":95,
332
+ "Mood=Imp|POS=AUX|VerbForm=Fin":87,
333
+ "Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot":95,
334
+ "Number=Plur|POS=ADJ":84,
335
+ "Gender=Masc|POS=NOUN":92,
336
+ "Abbr=Yes|POS=NOUN":92,
337
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":92,
338
+ "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs":95,
339
+ "POS=INTJ":91,
340
+ "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
341
+ "Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
342
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":92,
343
+ "POS=ADJ":84,
344
+ "Animacy=Hum|Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
345
+ "Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
346
+ "Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":92,
347
+ "Number=Sing|POS=PRON|Polarity=Neg|PronType=Neg":95,
348
+ "Case=Gen|POS=NOUN":92,
349
+ "Definite=Ind|Number=Sing|POS=ADJ":84,
350
+ "Case=Gen|Gender=Masc|POS=PROPN":96,
351
+ "Animacy=Hum|Number=Plur|POS=PRON|PronType=Rcp":95,
352
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":92,
353
+ "Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
354
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs":95,
355
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Prs":90,
356
+ "Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":92,
357
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
358
+ "Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ":84,
359
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Int":90,
360
+ "NumType=Card|Number=Sing|POS=NUM":93,
361
+ "Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
362
+ "Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
363
+ "Case=Gen|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":84,
364
+ "Degree=Sup|POS=ADJ":84,
365
+ "Animacy=Hum|POS=PRON|PronType=Int":95,
366
+ "POS=DET|PronType=Ind":90,
367
+ "Definite=Def|Number=Sing|POS=DET|PronType=Dem":90,
368
+ "Gender=Fem|POS=NOUN":92,
369
+ "Case=Gen|Number=Plur|POS=DET|PronType=Dem":90,
370
+ "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs,Tot":95,
371
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":92,
372
+ "Gender=Neut|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg":90,
373
+ "Number=Plur|POS=NOUN":92,
374
+ "POS=PRON|PronType=Prs":95,
375
+ "Case=Gen|Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ":84,
376
+ "Definite=Ind|Number=Sing|POS=VERB|VerbForm=Part":100,
377
+ "Case=Gen|Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part":84,
378
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass":100,
379
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Dem,Ind":90,
380
+ "Animacy=Hum|POS=PRON|Poss=Yes|PronType=Int":95,
381
+ "Abbr=Yes|POS=ADJ":84,
382
+ "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
383
+ "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing|POS=NOUN":92,
384
+ "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem":90,
385
+ "Number=Plur|POS=PRON|Poss=Yes|PronType=Rcp":95,
386
+ "Definite=Ind|Degree=Pos|POS=ADJ":84,
387
+ "Number=Plur|POS=DET|PronType=Art":90,
388
+ "Case=Gen|NumType=Card|Number=Plur|POS=NUM":93,
389
+ "Abbr=Yes|Definite=Def,Ind|Gender=Neut|Number=Plur,Sing|POS=NOUN":92,
390
+ "Case=Gen|Number=Plur|POS=DET|PronType=Tot":90,
391
+ "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Plur,Sing|POS=NOUN":92,
392
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Int":90,
393
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":84,
394
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
395
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Prs":90,
396
+ "Animacy=Hum|Case=Gen,Nom|Number=Sing|POS=PRON|PronType=Art,Prs":95,
397
+ "Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":84,
398
+ "Animacy=Hum|Case=Gen|Number=Sing|POS=PRON|PronType=Art,Prs":95,
399
+ "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":93,
400
+ "Definite=Ind|Gender=Masc|POS=NOUN":92,
401
+ "Definite=Def|Number=Plur|POS=NOUN":92,
402
+ "Number=Sing|POS=ADJ|VerbForm=Part":84,
403
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":84,
404
+ "Abbr=Yes|Gender=Masc|POS=NOUN":92,
405
+ "Abbr=Yes|Case=Gen|POS=NOUN":92,
406
+ "Abbr=Yes|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":100,
407
+ "Abbr=Yes|Degree=Pos|POS=ADJ":84,
408
+ "Case=Gen|Gender=Fem|POS=NOUN":92,
409
+ "Case=Gen|Degree=Cmp|POS=ADJ":84,
410
+ "Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":84,
411
+ "Gender=Masc|Number=Sing|POS=NOUN":92
412
+ },
413
+ "overwrite":false
414
+ }
morphologizer/model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:162507cbe2f33bca43c100023a1a57ef5b9ebf1fe29d9ec6fae117fa64e745d4
3
+ size 625024
nb_udv25_norwegianbokmaal_trf-any-py3-none-any.whl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ba79c4fb442f71f9f05610da6d5ad1b945c87beb9fd55b0353ca017ce30072b
3
+ size 858525127
parser/cfg ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "moves":null,
3
+ "update_with_oracle_cut_size":100,
4
+ "multitasks":[
5
+
6
+ ],
7
+ "min_action_freq":5,
8
+ "learn_tokens":false,
9
+ "beam_width":1,
10
+ "beam_density":0.0,
11
+ "beam_update_prob":0.0,
12
+ "incorrect_spans_key":null
13
+ }
parser/model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e43e1c9575515aac98473399f1b220ddad3b103c7709e3cd32de34e66bfd2d79
3
+ size 860453
parser/moves ADDED
@@ -0,0 +1 @@
 
 
1
+ ��moves�{"0":{"":134928},"1":{"":93264},"2":{"case":25333,"nsubj":18615,"mark":12186,"amod":10711,"det":10563,"punct":10053,"advmod":9967,"cc":8384,"aux":6802,"cop":5513,"nmod":5449,"obl":2944,"expl":2092,"nummod":1827,"nsubj:pass":1365,"aux:pass":862,"advcl":759,"obj":571,"compound":240,"discourse":89,"csubj":88,"compound:prt":83,"iobj":77,"xcomp":53,"acl||nsubj":51,"parataxis":29,"nsubj||ccomp":25,"nmod||obj":12,"ccomp":11,"det||nsubj":10,"cc||nmod":9,"obj||advcl":7,"nmod||nsubj":7,"cc||obj":7,"advmod||xcomp":7,"reparandum":6,"obj||xcomp":6,"obl||xcomp":5,"mark||ccomp":5,"cc||ccomp":5,"cc||amod":5,"dep":0},"3":{"punct":19064,"obl":11656,"obj":10274,"nmod":10153,"conj":9406,"advmod":4274,"flat:name":4150,"nsubj":3719,"advcl":3240,"xcomp":3108,"acl:relcl":3075,"compound:prt":1947,"ccomp":1747,"acl":1257,"parataxis":1103,"csubj":693,"appos":637,"iobj":469,"expl":457,"flat:foreign":365,"amod":328,"acl:cleft":255,"cop":192,"det":179,"orphan":162,"advcl||advmod":161,"acl||nsubj":161,"case||obl":130,"obl||advmod":87,"nsubj:pass":81,"obl||amod":65,"obl||det":56,"compound":42,"appos||nsubj":38,"acl||nsubj:pass":34,"case":26,"advmod||advmod":26,"reparandum":25,"mark||advcl":25,"obl||nummod":22,"nmod||nmod":21,"acl:relcl||nsubj":21,"discourse":19,"case||nmod":19,"acl:relcl||obj":19,"obl||conj":16,"aux":15,"advcl||det":14,"case||advmod":13,"acl||obj":11,"nmod||obj":10,"advmod||amod":10,"advcl||amod":10,"det||nsubj":9,"conj||obj":6,"conj||aux":6,"appos||obj":6,"obl||xcomp":5,"nummod":5,"advmod||nummod":5,"dep":0},"4":{"ROOT":15696}}�cfg��neg_key�
senter/cfg ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {
2
+ "overwrite":false
3
+ }
senter/model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b25216309bedb16df5e2c36a4d9fcda03c469bcfdf42e1581b2dfd7fda482f3d
3
+ size 6740
tagger/cfg ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "labels":[
3
+ "ADJ",
4
+ "ADP",
5
+ "ADV",
6
+ "AUX",
7
+ "CCONJ",
8
+ "DET",
9
+ "INTJ",
10
+ "NOUN",
11
+ "NUM",
12
+ "PART",
13
+ "PRON",
14
+ "PROPN",
15
+ "PUNCT",
16
+ "SCONJ",
17
+ "SYM",
18
+ "VERB",
19
+ "X"
20
+ ],
21
+ "neg_prefix":"!",
22
+ "overwrite":false
23
+ }
tagger/model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a54aef949c5e32f6bec490e65baf231cda8b827f2ff56ee8368a99607f0ab9d9
3
+ size 52880
transformer/cfg ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {
2
+ "max_batch_items":4096
3
+ }
transformer/model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:492da4cd74c18c1f7a8de601a63e393d164f00ca99b11fb9a4297783b9e6072e
3
+ size 1126406104
vocab/key2row ADDED
@@ -0,0 +1 @@
 
 
1
+ �
vocab/lookups.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:76be8b528d0075f7aae98d6fa57a6d3c83ae480a8469e668d7b0af968995ac71
3
+ size 1
vocab/strings.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f523439282d98fff38c6e22799048fa397f1c4ff6e33720fafae867a7aafcf2e
3
+ size 1624140
vocab/vectors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:14772b683e726436d5948ad3fff2b43d036ef2ebbe3458aafed6004e05a40706
3
+ size 128
vocab/vectors.cfg ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {
2
+ "mode":"default"
3
+ }