Adriane Boyd
commited on
Commit
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c9455f5
1
Parent(s):
16f4266
Add nl_udv25_dutchalpino_trf-0.0.1
Browse files- .gitattributes +5 -0
- LICENSE.txt +426 -0
- README.md +108 -0
- config.cfg +254 -0
- experimental_char_ner_tokenizer/cfg +13 -0
- experimental_char_ner_tokenizer/model +3 -0
- experimental_char_ner_tokenizer/moves +1 -0
- experimental_edit_tree_lemmatizer/cfg +1423 -0
- experimental_edit_tree_lemmatizer/model +3 -0
- experimental_edit_tree_lemmatizer/trees +0 -0
- meta.json +2032 -0
- morphologizer/cfg +138 -0
- morphologizer/model +3 -0
- nl_udv25_dutchalpino_trf-any-py3-none-any.whl +3 -0
- parser/cfg +13 -0
- parser/model +3 -0
- parser/moves +1 -0
- senter/cfg +3 -0
- senter/model +3 -0
- tagger/cfg +195 -0
- tagger/model +3 -0
- transformer/cfg +3 -0
- transformer/model +3 -0
- vocab/key2row +1 -0
- vocab/lookups.bin +3 -0
- vocab/strings.json +3 -0
- vocab/vectors +3 -0
- vocab/vectors.cfg +3 -0
.gitattributes
CHANGED
@@ -25,3 +25,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.whl filter=lfs diff=lfs merge=lfs -text
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*.npz filter=lfs diff=lfs merge=lfs -text
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*strings.json filter=lfs diff=lfs merge=lfs -text
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vectors filter=lfs diff=lfs merge=lfs -text
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model filter=lfs diff=lfs merge=lfs -text
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LICENSE.txt
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|
README.md
ADDED
@@ -0,0 +1,108 @@
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|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- spacy
|
4 |
+
- token-classification
|
5 |
+
language:
|
6 |
+
- nl
|
7 |
+
license: cc-by-sa-4.0
|
8 |
+
model-index:
|
9 |
+
- name: nl_udv25_dutchalpino_trf
|
10 |
+
results:
|
11 |
+
- task:
|
12 |
+
name: TAG
|
13 |
+
type: token-classification
|
14 |
+
metrics:
|
15 |
+
- name: TAG (XPOS) Accuracy
|
16 |
+
type: accuracy
|
17 |
+
value: 0.9559890516
|
18 |
+
- task:
|
19 |
+
name: POS
|
20 |
+
type: token-classification
|
21 |
+
metrics:
|
22 |
+
- name: POS (UPOS) Accuracy
|
23 |
+
type: accuracy
|
24 |
+
value: 0.9766694183
|
25 |
+
- task:
|
26 |
+
name: MORPH
|
27 |
+
type: token-classification
|
28 |
+
metrics:
|
29 |
+
- name: Morph (UFeats) Accuracy
|
30 |
+
type: accuracy
|
31 |
+
value: 0.9678932963
|
32 |
+
- task:
|
33 |
+
name: LEMMA
|
34 |
+
type: token-classification
|
35 |
+
metrics:
|
36 |
+
- name: Lemma Accuracy
|
37 |
+
type: accuracy
|
38 |
+
value: 0.964639444
|
39 |
+
- task:
|
40 |
+
name: UNLABELED_DEPENDENCIES
|
41 |
+
type: token-classification
|
42 |
+
metrics:
|
43 |
+
- name: Unlabeled Attachment Score (UAS)
|
44 |
+
type: f_score
|
45 |
+
value: 0.9465618861
|
46 |
+
- task:
|
47 |
+
name: LABELED_DEPENDENCIES
|
48 |
+
type: token-classification
|
49 |
+
metrics:
|
50 |
+
- name: Labeled Attachment Score (LAS)
|
51 |
+
type: f_score
|
52 |
+
value: 0.9227973676
|
53 |
+
- task:
|
54 |
+
name: SENTS
|
55 |
+
type: token-classification
|
56 |
+
metrics:
|
57 |
+
- name: Sentences F-Score
|
58 |
+
type: f_score
|
59 |
+
value: 0.9084457062
|
60 |
+
---
|
61 |
+
UD v2.5 benchmarking pipeline for UD_Dutch-Alpino
|
62 |
+
|
63 |
+
| Feature | Description |
|
64 |
+
| --- | --- |
|
65 |
+
| **Name** | `nl_udv25_dutchalpino_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 (1712 labels for 6 components)</summary>
|
80 |
+
|
81 |
+
| Component | Labels |
|
82 |
+
| --- | --- |
|
83 |
+
| **`experimental_char_ner_tokenizer`** | `TOKEN` |
|
84 |
+
| **`senter`** | `I`, `S` |
|
85 |
+
| **`tagger`** | `ADJ\|nom\|basis\|met-e\|mv-n`, `ADJ\|nom\|basis\|met-e\|zonder-n\|stan`, `ADJ\|nom\|basis\|zonder\|zonder-n`, `ADJ\|nom\|comp\|met-e\|mv-n`, `ADJ\|nom\|comp\|met-e\|zonder-n\|stan`, `ADJ\|nom\|sup\|met-e\|mv-n`, `ADJ\|nom\|sup\|met-e\|zonder-n\|stan`, `ADJ\|nom\|sup\|zonder\|zonder-n`, `ADJ\|postnom\|basis\|met-s`, `ADJ\|postnom\|basis\|zonder`, `ADJ\|postnom\|comp\|met-s`, `ADJ\|prenom\|basis\|met-e\|stan`, `ADJ\|prenom\|basis\|zonder`, `ADJ\|prenom\|comp\|met-e\|stan`, `ADJ\|prenom\|comp\|zonder`, `ADJ\|prenom\|sup\|met-e\|stan`, `ADJ\|vrij\|basis\|zonder`, `ADJ\|vrij\|comp\|zonder`, `ADJ\|vrij\|dim\|zonder`, `ADJ\|vrij\|sup\|zonder`, `BW`, `LET`, `LID\|bep\|dat\|evmo`, `LID\|bep\|gen\|evmo`, `LID\|bep\|gen\|rest3`, `LID\|bep\|stan\|evon`, `LID\|bep\|stan\|rest`, `LID\|onbep\|stan\|agr`, `N\|eigen\|ev\|basis\|gen`, `N\|eigen\|ev\|basis\|genus\|stan`, `N\|eigen\|ev\|basis\|onz\|stan`, `N\|eigen\|ev\|basis\|zijd\|stan`, `N\|eigen\|ev\|dim\|onz\|stan`, `N\|eigen\|mv\|basis`, `N\|soort\|ev\|basis\|dat`, `N\|soort\|ev\|basis\|gen`, `N\|soort\|ev\|basis\|genus\|stan`, `N\|soort\|ev\|basis\|onz\|stan`, `N\|soort\|ev\|basis\|zijd\|stan`, `N\|soort\|ev\|dim\|onz\|stan`, `N\|soort\|mv\|basis`, `N\|soort\|mv\|dim`, `SPEC\|afgebr`, `SPEC\|afk`, `SPEC\|deeleigen`, `SPEC\|enof`, `SPEC\|meta`, `SPEC\|symb`, `SPEC\|vreemd`, `TSW`, `TW\|hoofd\|nom\|mv-n\|basis`, `TW\|hoofd\|nom\|mv-n\|dim`, `TW\|hoofd\|nom\|zonder-n\|basis`, `TW\|hoofd\|nom\|zonder-n\|dim`, `TW\|hoofd\|prenom\|stan`, `TW\|hoofd\|vrij`, `TW\|rang\|nom\|mv-n`, `TW\|rang\|nom\|zonder-n`, `TW\|rang\|prenom\|stan`, `VG\|neven`, `VG\|onder`, `VNW\|aanw\|adv-pron\|obl\|vol\|3o\|getal`, `VNW\|aanw\|adv-pron\|stan\|red\|3\|getal`, `VNW\|aanw\|det\|dat\|nom\|met-e\|zonder-n`, `VNW\|aanw\|det\|dat\|prenom\|met-e\|evmo`, `VNW\|aanw\|det\|gen\|prenom\|met-e\|rest3`, `VNW\|aanw\|det\|stan\|nom\|met-e\|mv-n`, `VNW\|aanw\|det\|stan\|nom\|met-e\|zonder-n`, `VNW\|aanw\|det\|stan\|prenom\|met-e\|rest`, `VNW\|aanw\|det\|stan\|prenom\|zonder\|agr`, `VNW\|aanw\|det\|stan\|prenom\|zonder\|evon`, `VNW\|aanw\|det\|stan\|prenom\|zonder\|rest`, `VNW\|aanw\|det\|stan\|vrij\|zonder`, `VNW\|aanw\|pron\|gen\|vol\|3m\|ev`, `VNW\|aanw\|pron\|stan\|vol\|3o\|ev`, `VNW\|aanw\|pron\|stan\|vol\|3\|getal`, `VNW\|betr\|det\|stan\|nom\|met-e\|zonder-n`, `VNW\|betr\|det\|stan\|nom\|zonder\|zonder-n`, `VNW\|betr\|pron\|stan\|vol\|3\|ev`, `VNW\|betr\|pron\|stan\|vol\|persoon\|getal`, `VNW\|bez\|det\|gen\|vol\|3\|ev\|prenom\|met-e\|rest3`, `VNW\|bez\|det\|stan\|nadr\|2v\|mv\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|red\|1\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|red\|2v\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|red\|3\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|1\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|1\|mv\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|1\|mv\|prenom\|zonder\|evon`, `VNW\|bez\|det\|stan\|vol\|2v\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|2\|getal\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|3m\|ev\|nom\|met-e\|zonder-n`, `VNW\|bez\|det\|stan\|vol\|3v\|ev\|nom\|met-e\|zonder-n`, `VNW\|bez\|det\|stan\|vol\|3\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|3\|mv\|prenom\|zonder\|agr`, `VNW\|onbep\|adv-pron\|gen\|red\|3\|getal`, `VNW\|onbep\|adv-pron\|obl\|vol\|3o\|getal`, `VNW\|onbep\|det\|stan\|nom\|met-e\|mv-n`, `VNW\|onbep\|det\|stan\|nom\|met-e\|zonder-n`, `VNW\|onbep\|det\|stan\|prenom\|met-e\|agr`, `VNW\|onbep\|det\|stan\|prenom\|met-e\|evz`, `VNW\|onbep\|det\|stan\|prenom\|met-e\|mv`, `VNW\|onbep\|det\|stan\|prenom\|met-e\|rest`, `VNW\|onbep\|det\|stan\|prenom\|zonder\|agr`, `VNW\|onbep\|det\|stan\|prenom\|zonder\|evon`, `VNW\|onbep\|det\|stan\|vrij\|zonder`, `VNW\|onbep\|grad\|stan\|nom\|met-e\|mv-n\|basis`, `VNW\|onbep\|grad\|stan\|nom\|met-e\|mv-n\|sup`, `VNW\|onbep\|grad\|stan\|nom\|met-e\|zonder-n\|basis`, `VNW\|onbep\|grad\|stan\|nom\|met-e\|zonder-n\|sup`, `VNW\|onbep\|grad\|stan\|prenom\|met-e\|agr\|basis`, `VNW\|onbep\|grad\|stan\|prenom\|met-e\|agr\|comp`, `VNW\|onbep\|grad\|stan\|prenom\|met-e\|agr\|sup`, `VNW\|onbep\|grad\|stan\|prenom\|met-e\|mv\|basis`, `VNW\|onbep\|grad\|stan\|prenom\|zonder\|agr\|basis`, `VNW\|onbep\|grad\|stan\|prenom\|zonder\|agr\|comp`, `VNW\|onbep\|grad\|stan\|vrij\|zonder\|basis`, `VNW\|onbep\|grad\|stan\|vrij\|zonder\|comp`, `VNW\|onbep\|grad\|stan\|vrij\|zonder\|sup`, `VNW\|onbep\|pron\|gen\|vol\|3p\|ev`, `VNW\|onbep\|pron\|stan\|vol\|3o\|ev`, `VNW\|onbep\|pron\|stan\|vol\|3p\|ev`, `VNW\|pers\|pron\|gen\|vol\|2\|getal`, `VNW\|pers\|pron\|nomin\|nadr\|3m\|ev\|masc`, `VNW\|pers\|pron\|nomin\|red\|1\|mv`, `VNW\|pers\|pron\|nomin\|red\|2v\|ev`, `VNW\|pers\|pron\|nomin\|red\|2\|getal`, `VNW\|pers\|pron\|nomin\|red\|3p\|ev\|masc`, `VNW\|pers\|pron\|nomin\|red\|3\|ev\|masc`, `VNW\|pers\|pron\|nomin\|vol\|1\|ev`, `VNW\|pers\|pron\|nomin\|vol\|1\|mv`, `VNW\|pers\|pron\|nomin\|vol\|2b\|getal`, `VNW\|pers\|pron\|nomin\|vol\|2v\|ev`, `VNW\|pers\|pron\|nomin\|vol\|2\|getal`, `VNW\|pers\|pron\|nomin\|vol\|3p\|mv`, `VNW\|pers\|pron\|nomin\|vol\|3v\|ev\|fem`, `VNW\|pers\|pron\|nomin\|vol\|3\|ev\|masc`, `VNW\|pers\|pron\|obl\|nadr\|3m\|ev\|masc`, `VNW\|pers\|pron\|obl\|red\|3\|ev\|masc`, `VNW\|pers\|pron\|obl\|vol\|2v\|ev`, `VNW\|pers\|pron\|obl\|vol\|3p\|mv`, `VNW\|pers\|pron\|obl\|vol\|3\|ev\|masc`, `VNW\|pers\|pron\|obl\|vol\|3\|getal\|fem`, `VNW\|pers\|pron\|stan\|nadr\|2v\|mv`, `VNW\|pers\|pron\|stan\|red\|3\|ev\|fem`, `VNW\|pers\|pron\|stan\|red\|3\|ev\|onz`, `VNW\|pers\|pron\|stan\|red\|3\|mv`, `VNW\|pr\|pron\|obl\|nadr\|1\|ev`, `VNW\|pr\|pron\|obl\|nadr\|2v\|getal`, `VNW\|pr\|pron\|obl\|nadr\|2\|getal`, `VNW\|pr\|pron\|obl\|red\|1\|ev`, `VNW\|pr\|pron\|obl\|red\|2v\|getal`, `VNW\|pr\|pron\|obl\|vol\|1\|ev`, `VNW\|pr\|pron\|obl\|vol\|1\|mv`, `VNW\|pr\|pron\|obl\|vol\|2\|getal`, `VNW\|recip\|pron\|gen\|vol\|persoon\|mv`, `VNW\|recip\|pron\|obl\|vol\|persoon\|mv`, `VNW\|refl\|pron\|obl\|nadr\|3\|getal`, `VNW\|refl\|pron\|obl\|red\|3\|getal`, `VNW\|vb\|adv-pron\|obl\|vol\|3o\|getal`, `VNW\|vb\|det\|stan\|nom\|met-e\|zonder-n`, `VNW\|vb\|det\|stan\|prenom\|met-e\|rest`, `VNW\|vb\|det\|stan\|prenom\|zonder\|evon`, `VNW\|vb\|pron\|gen\|vol\|3m\|ev`, `VNW\|vb\|pron\|gen\|vol\|3p\|mv`, `VNW\|vb\|pron\|gen\|vol\|3v\|ev`, `VNW\|vb\|pron\|stan\|vol\|3o\|ev`, `VNW\|vb\|pron\|stan\|vol\|3p\|getal`, `VZ\|fin`, `VZ\|init`, `VZ\|versm`, `WW\|inf\|nom\|zonder\|zonder-n`, `WW\|inf\|prenom\|met-e`, `WW\|inf\|vrij\|zonder`, `WW\|od\|nom\|met-e\|mv-n`, `WW\|od\|nom\|met-e\|zonder-n`, `WW\|od\|prenom\|met-e`, `WW\|od\|prenom\|zonder`, `WW\|od\|vrij\|zonder`, `WW\|pv\|conj\|ev`, `WW\|pv\|tgw\|ev`, `WW\|pv\|tgw\|met-t`, `WW\|pv\|tgw\|mv`, `WW\|pv\|verl\|ev`, `WW\|pv\|verl\|mv`, `WW\|vd\|nom\|met-e\|mv-n`, `WW\|vd\|nom\|met-e\|zonder-n`, `WW\|vd\|prenom\|met-e`, `WW\|vd\|prenom\|zonder`, `WW\|vd\|vrij\|zonder` |
|
86 |
+
| **`morphologizer`** | `POS=PRON\|Person=3\|PronType=Dem`, `Number=Sing\|POS=AUX\|Tense=Pres\|VerbForm=Fin`, `POS=ADV`, `POS=VERB\|VerbForm=Part`, `POS=PUNCT`, `Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin`, `POS=ADP`, `POS=NUM`, `Number=Plur\|POS=NOUN`, `POS=VERB\|VerbForm=Inf`, `POS=SCONJ`, `Definite=Def\|POS=DET`, `Gender=Com\|Number=Sing\|POS=NOUN`, `Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Degree=Pos\|POS=ADJ`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Gender=Com\|Number=Sing\|POS=PROPN`, `POS=AUX\|VerbForm=Inf`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `POS=DET`, `Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PRON\|Person=3\|PronType=Prs`, `POS=CCONJ`, `Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Ind`, `Degree=Cmp\|POS=ADJ`, `Case=Nom\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Ind\|POS=DET`, `Case=Nom\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Number=Plur\|POS=AUX\|Tense=Pres\|VerbForm=Fin`, `POS=PRON\|PronType=Rel`, `Case=Acc\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `Gender=Com,Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PROPN`, `POS=PRON\|PronType=Ind`, `POS=PRON\|Person=3\|PronType=Int`, `Case=Acc\|POS=PRON\|PronType=Rcp`, `Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=NOUN`, `POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=SYM`, `Abbr=Yes\|POS=X`, `Gender=Com,Neut\|Number=Sing\|POS=PROPN`, `Degree=Sup\|POS=ADJ`, `Foreign=Yes\|POS=X`, `POS=ADJ`, `Number=Sing\|POS=PROPN`, `POS=PRON\|PronType=Dem`, `POS=AUX\|VerbForm=Part`, `POS=PRON\|Person=3\|PronType=Rel`, `Number=Plur\|POS=PROPN`, `POS=PRON\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Dat\|POS=PRON\|PronType=Dem`, `Case=Nom\|POS=PRON\|Person=2\|PronType=Prs`, `POS=X`, `POS=INTJ`, `Case=Gen\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=PRON\|PronType=Int`, `Case=Acc\|POS=PRON\|Person=2\|PronType=Prs`, `POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|POS=PRON\|Person=2\|PronType=Prs` |
|
87 |
+
| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound:prt`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl`, `expl:pv`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `orphan`, `parataxis`, `punct`, `xcomp` |
|
88 |
+
| **`experimental_edit_tree_lemmatizer`** | `1`, `4`, `5`, `10`, `12`, `14`, `16`, `20`, `24`, `25`, `28`, `30`, `32`, `34`, `38`, `40`, `42`, `45`, `47`, `48`, `51`, `52`, `54`, `55`, `57`, `59`, `62`, `64`, `66`, `68`, `70`, `72`, `76`, `78`, `81`, `83`, `84`, `86`, `89`, `91`, `92`, `96`, `99`, `101`, `104`, `106`, `109`, `114`, `115`, `117`, `118`, `120`, `121`, `123`, `126`, `129`, `131`, `133`, `137`, `139`, `141`, `143`, `145`, `146`, `148`, `151`, `154`, `158`, `160`, `163`, `165`, `98`, `168`, `169`, `171`, `174`, `177`, `181`, `183`, `185`, `187`, `191`, `194`, `196`, `199`, `202`, `206`, `209`, `211`, `212`, `214`, `217`, `61`, `219`, `221`, `224`, `226`, `227`, `229`, `231`, `235`, `236`, `238`, `240`, `242`, `245`, `247`, `251`, `253`, `257`, `260`, `262`, `264`, `263`, `266`, `267`, `271`, `273`, `274`, `275`, `278`, `280`, `281`, `282`, `284`, `286`, `291`, `293`, `296`, `298`, `299`, `301`, `303`, `307`, `308`, `310`, `312`, `314`, `316`, `318`, `320`, `322`, `324`, `325`, `328`, `330`, `332`, `333`, `336`, `337`, `339`, `342`, `344`, `345`, `349`, `352`, `353`, `354`, `355`, `357`, `360`, `362`, `363`, `365`, `368`, `372`, `373`, `375`, `377`, `379`, `383`, `385`, `387`, `389`, `390`, `392`, `394`, `396`, `398`, `402`, `404`, `407`, `409`, `9`, `411`, `412`, `414`, `417`, `418`, `420`, `422`, `423`, `425`, `429`, `431`, `432`, `435`, `437`, `438`, `440`, `442`, `444`, `448`, `450`, `451`, `454`, `456`, `457`, `459`, `461`, `463`, `464`, `466`, `468`, `469`, `472`, `473`, `476`, `477`, `478`, `480`, `484`, `487`, `489`, `491`, `493`, `496`, `497`, `500`, `502`, `505`, `506`, `508`, `510`, `511`, `512`, `515`, `518`, `523`, `525`, `528`, `531`, `532`, `534`, `306`, `535`, `537`, `539`, `542`, `544`, `548`, `552`, `555`, `556`, `557`, `558`, `559`, `560`, `564`, `566`, `538`, `567`, `569`, `570`, `572`, `573`, `575`, `577`, `579`, `580`, `582`, `583`, `584`, `587`, `588`, `591`, `593`, `595`, `597`, `599`, `601`, `602`, `605`, `607`, `609`, `611`, `614`, `616`, `617`, `618`, `620`, `621`, `622`, `623`, `625`, `626`, `629`, `632`, `634`, `636`, `638`, `641`, `642`, `644`, `647`, `648`, `650`, `651`, `654`, `655`, `657`, `659`, `660`, `663`, `664`, `665`, `666`, `668`, `671`, `673`, `675`, `676`, `677`, `678`, `33`, `681`, `683`, `686`, `688`, `691`, `692`, `694`, `697`, `698`, `699`, `700`, `701`, `702`, `703`, `706`, `709`, `712`, `713`, `714`, `717`, `720`, `721`, `682`, `723`, `725`, `728`, `730`, `733`, `735`, `738`, `740`, `741`, `743`, `744`, `745`, `748`, `750`, `751`, `753`, `756`, `759`, `760`, `762`, `763`, `764`, `767`, `771`, `773`, `774`, `776`, `234`, `777`, `779`, `364`, `781`, `382`, `783`, `784`, `785`, `786`, `788`, `791`, `793`, `794`, `796`, `799`, `693`, `801`, `804`, `805`, `807`, `808`, `811`, `813`, `814`, `815`, `816`, `818`, `820`, `821`, `824`, `825`, `826`, `827`, `828`, `829`, `830`, `833`, `834`, `836`, `839`, `841`, `845`, `847`, `848`, `849`, `850`, `851`, `856`, `858`, `859`, `860`, `861`, `862`, `864`, `866`, `869`, `871`, `873`, `875`, `876`, `877`, `878`, `881`, `882`, `883`, `884`, `885`, `887`, `889`, `890`, `670`, `891`, `894`, `896`, `899`, `900`, `902`, `904`, `908`, `910`, `913`, `915`, `916`, `918`, `921`, `923`, `924`, `926`, `927`, `931`, `934`, `936`, `938`, `940`, `942`, `943`, `946`, `949`, `950`, `951`, `952`, `953`, `954`, `955`, `958`, `959`, `961`, `962`, `963`, `69`, `964`, `967`, `969`, `972`, `973`, `975`, `977`, `978`, `980`, `982`, `983`, `984`, `986`, `988`, `989`, `991`, `992`, `993`, `995`, `996`, `290`, `998`, `999`, `1000`, `1001`, `1003`, `1005`, `1007`, `1008`, `1009`, `1011`, `1014`, `1015`, `1016`, `1017`, `1018`, `1019`, `1021`, `1022`, `1023`, `1024`, `1025`, `1027`, `1030`, `1031`, `1032`, `1033`, `1036`, `1038`, `1041`, `1045`, `1046`, `1048`, `1052`, `1053`, `1055`, `1056`, `1057`, `1059`, `1060`, `1062`, `1064`, `1068`, `1069`, `1070`, `1073`, `1075`, `1076`, `1077`, `1080`, `1083`, `1086`, `1087`, `1088`, `1091`, `1092`, `1095`, `1098`, `1099`, `1100`, `1101`, `1104`, `1108`, `1109`, `1111`, `1113`, `1114`, `1115`, `1116`, `1118`, `1120`, `1121`, `1122`, `1125`, `1126`, `1129`, `1132`, `1133`, `1136`, `1137`, `1138`, `1140`, `1141`, `1142`, `1143`, `1144`, `1146`, `1147`, `1148`, `1149`, `1150`, `71`, `1151`, `1154`, `1155`, `1156`, `1158`, `1160`, `1161`, `1162`, `1163`, `1164`, `1165`, `1166`, `1168`, `1171`, `1172`, `1174`, `1175`, `1176`, `1177`, `1178`, `1180`, `1183`, `1185`, `1189`, `1192`, `1194`, `1195`, `1196`, `1198`, `1199`, `1200`, `1201`, `1202`, `981`, `1203`, `1204`, `1208`, `1209`, `1210`, `1211`, `1212`, `1213`, `1215`, `1216`, `1218`, `1219`, `1221`, `1223`, `1224`, `1225`, `1227`, `1228`, `1230`, `1231`, `1232`, `1234`, `1235`, `1236`, `1237`, `1239`, `1241`, `1243`, `1245`, `1247`, `1248`, `1249`, `1250`, `1252`, `1253`, `1254`, `1255`, `1256`, `1257`, `1258`, `1259`, `1261`, `1263`, `1265`, `1266`, `1267`, `1270`, `1271`, `1272`, `1273`, `1275`, `1276`, `1277`, `1280`, `53`, `1281`, `1285`, `1286`, `1287`, `1288`, `1291`, `1292`, `1294`, `1296`, `1298`, `1300`, `1301`, `1303`, `1305`, `1306`, `1308`, `1309`, `1311`, `1312`, `1315`, `1318`, `1321`, `1322`, `1323`, `1326`, `1328`, `1330`, `1332`, `1334`, `1335`, `1337`, `1338`, `1340`, `1342`, `1343`, `1344`, `1346`, `1347`, `1348`, `1349`, `1350`, `1351`, `1353`, `1355`, `1356`, `1357`, `1359`, `1361`, `1362`, `1364`, `1365`, `1368`, `1369`, `1370`, `1371`, `1372`, `1376`, `1377`, `1380`, `1381`, `1382`, `1385`, `1386`, `1387`, `1388`, `1389`, `1390`, `1391`, `1392`, `1393`, `1394`, `1396`, `1397`, `1399`, `1398`, `1403`, `1405`, `1407`, `1411`, `1413`, `1415`, `1416`, `1417`, `1418`, `1421`, `1422`, `1424`, `1425`, `1426`, `1427`, `1428`, `1429`, `1431`, `1432`, `1434`, `803`, `1435`, `1436`, `1437`, `1439`, `1441`, `1445`, `1448`, `1449`, `1450`, `1451`, `1453`, `1454`, `1456`, `1459`, `1460`, `1461`, `1464`, `1466`, `1467`, `1470`, `1473`, `1477`, `1479`, `1481`, `1482`, `1485`, `1487`, `1488`, `1490`, `1495`, `1496`, `1497`, `1499`, `1500`, `1501`, `1503`, `1504`, `1505`, `1506`, `1508`, `1509`, `1512`, `1514`, `1515`, `1516`, `1517`, `1269`, `1518`, `1520`, `1521`, `1523`, `1524`, `1526`, `1528`, `1529`, `1531`, `1532`, `1534`, `1536`, `1537`, `1538`, `1539`, `1540`, `1541`, `294`, `1542`, `1544`, `1546`, `1548`, `1549`, `1551`, `1554`, `1555`, `1556`, `1557`, `1559`, `1560`, `1563`, `1565`, `1566`, `1567`, `1568`, `1569`, `1570`, `1571`, `1572`, `1575`, `1576`, `1577`, `1578`, `1580`, `1582`, `1583`, `1586`, `1589`, `1592`, `1593`, `1594`, `1595`, `1596`, `1597`, `1598`, `1600`, `1601`, `1602`, `1604`, `1605`, `1606`, `1607`, `1608`, `1609`, `1610`, `1611`, `1612`, `1614`, `1615`, `1617`, `1619`, `1620`, `1621`, `1622`, `1623`, `1626`, `1628`, `1629`, `1630`, `1631`, `1632`, `1634`, `1636`, `1638`, `1639`, `1641`, `1643`, `1644`, `1646`, `1647`, `1648`, `1649`, `1222`, `1650`, `1652`, `1653`, `1655`, `1656`, `1657`, `1659`, `1661`, `1662`, `1664`, `1667`, `1668`, `1670`, `1671`, `1673`, `1676`, `1677`, `1679`, `1680`, `1682`, `1685`, `1687`, `1689`, `1691`, `1692`, `1695`, `1696`, `1699`, `1701`, `1703`, `1705`, `1707`, `1708`, `1709`, `1710`, `1712`, `1714`, `1715`, `1718`, `1720`, `1721`, `1722`, `1724`, `1725`, `1726`, `1728`, `1729`, `1731`, `1732`, `1733`, `1734`, `1736`, `1739`, `1742`, `1743`, `1746`, `1748`, `1749`, `1751`, `1752`, `1753`, `1754`, `1395`, `1756`, `1759`, `1760`, `1761`, `1762`, `1764`, `1766`, `1768`, `1770`, `1772`, `1773`, `1774`, `1775`, `1776`, `1777`, `1779`, `1233`, `1781`, `1782`, `1783`, `1785`, `1786`, `1787`, `1789`, `1790`, `1791`, `1543`, `1792`, `1794`, `1795`, `1796`, `1798`, `1800`, `1801`, `1802`, `1804`, `1806`, `1807`, `1809`, `1812`, `1814`, `1817`, `1818`, `1738`, `1819`, `1822`, `1824`, `1825`, `1827`, `1828`, `0`, `1829`, `1830`, `1831`, `1833`, `1834`, `1835`, `1837`, `1839`, `1841`, `1844`, `1845`, `1846`, `1847`, `1848`, `1581`, `1849`, `1850`, `1852`, `1854`, `1855`, `1856`, `1857`, `1858`, `1859`, `1860`, `1862`, `1864`, `1866`, `1867`, `1868`, `1869`, `1788`, `1871`, `77`, `1872`, `1873`, `1875`, `1877`, `1878`, `1879`, `1883`, `674`, `1884`, `1886`, `1887`, `1888`, `1889`, `1891`, `1892`, `1894`, `1895`, `1898`, `1899`, `1901`, `1902`, `1903`, `1905`, `1908`, `1911`, `1913`, `1915`, `1916`, `1917`, `1920`, `1921`, `1922`, `1923`, `1924`, `1925`, `1926`, `1927`, `1929`, `1930`, `1931`, `1932`, `1934`, `1935`, `1938`, `1940`, `1941`, `1942`, `1944`, `1945`, `1946`, `1948`, `1949`, `1950`, `1952`, `1953`, `1954`, `1955`, `1956`, `1957`, `1958`, `1959`, `1960`, `1962`, `1963`, `1964`, `1966`, `1968`, `1970`, `1971`, `1972`, `1973`, `1976`, `1978`, `1979`, `1980`, `1981`, `1982`, `1984`, `1985`, `1986`, `1987`, `1988`, `1990`, `237`, `1992`, `1993`, `1994`, `1995`, `1996`, `1997`, `1998`, `1999`, `2000`, `2002`, `2005`, `2007`, `2009`, `2010`, `2011`, `2012`, `2013`, `2014`, `2015`, `2016`, `2017`, `2019`, `2020`, `2021`, `2023`, `2025`, `2026`, `2028`, `2029`, `2032`, `1511`, `2034`, `2036`, `2038`, `2040`, `2042`, `2043`, `2045`, `2046`, `2047`, `2048`, `2049`, `2051`, `2052`, `2053`, `2054`, `2055`, `2056`, `2057`, `2058`, `2059`, `2060`, `2062`, `2064`, `2065`, `2066`, `2067`, `2068`, `2069`, `2071`, `2072`, `2073`, `2074`, `2075`, `2077`, `2078`, `182`, `2081`, `2082`, `2083`, `2084`, `2087`, `2088`, `2089`, `2091`, `2094`, `2096`, `2098`, `1533`, `2099`, `2100`, `2101`, `2103`, `2105`, `2106`, `2107`, `2108`, `2109`, `2110`, `2111`, `2112`, `2113`, `2114`, `2115`, `2116`, `2117`, `2118`, `2120`, `2123`, `2124`, `2126`, `2128`, `2130`, `2132`, `2133`, `2136`, `2139`, `2140`, `39`, `2141`, `130`, `2142`, `2144`, `2145`, `2146`, `2149`, `2150`, `2152`, `2153`, `2154`, `2155`, `2157`, `2158`, `2159`, `2161`, `2162`, `2163`, `2164`, `2166`, `2169`, `2171`, `2173`, `2174`, `2175`, `2176`, `2178`, `2179`, `2180`, `2181`, `2182`, `2183`, `2184`, `2185`, `2186`, `2187`, `2188`, `2190`, `2191`, `2192`, `2193`, `2194`, `2196`, `2198`, `2199`, `2201`, `2204`, `2205`, `2207`, `2209`, `2212`, `2214`, `2216`, `2217`, `2218`, `2219`, `2220`, `2221`, `1730`, `2222`, `2223`, `501`, `2224`, `2225`, `2227`, `2229`, `2230`, `2232`, `2233`, `2234`, `2235`, `2237`, `2239`, `2241`, `2243`, `2244`, `2246`, `2247`, `2248`, `2249`, `2250`, `2251`, `2253`, `2254`, `2257`, `2259`, `2261`, `2264`, `2265`, `2266`, `2269`, `2270`, `2271`, `2273`, `2276`, `2278`, `2280`, `2281`, `2283`, `2285`, `2287`, `2288`, `2289`, `2290`, `2291`, `2292`, `2294`, `2297`, `2298`, `2300`, `2301`, `2302`, `2303`, `2304`, `2305`, `2307`, `2309`, `2312`, `1933`, `2313`, `2314`, `1423`, `2315`, `2316`, `2319`, `2321`, `2322`, `2323`, `2326`, `2328`, `2330`, `2331`, `2332`, `2334`, `63`, `2335`, `2336`, `2338`, `2339`, `2341`, `2343`, `2272`, `2344`, `2346`, `2347`, `2349`, `2350`, `2351`, `2353`, `2354`, `2355`, `2356`, `2357`, `2358`, `195` |
|
89 |
+
|
90 |
+
</details>
|
91 |
+
|
92 |
+
### Accuracy
|
93 |
+
|
94 |
+
| Type | Score |
|
95 |
+
| --- | --- |
|
96 |
+
| `TOKEN_F` | 98.65 |
|
97 |
+
| `TOKEN_P` | 98.49 |
|
98 |
+
| `TOKEN_R` | 98.82 |
|
99 |
+
| `TOKEN_ACC` | 99.87 |
|
100 |
+
| `SENTS_F` | 90.84 |
|
101 |
+
| `SENTS_P` | 92.62 |
|
102 |
+
| `SENTS_R` | 89.14 |
|
103 |
+
| `TAG_ACC` | 95.60 |
|
104 |
+
| `POS_ACC` | 97.67 |
|
105 |
+
| `MORPH_ACC` | 96.79 |
|
106 |
+
| `DEP_UAS` | 94.66 |
|
107 |
+
| `DEP_LAS` | 92.28 |
|
108 |
+
| `LEMMA_ACC` | 96.46 |
|
config.cfg
ADDED
@@ -0,0 +1,254 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
[paths]
|
2 |
+
train = "corpus/UD_Dutch-Alpino/train.spacy"
|
3 |
+
dev = "corpus/UD_Dutch-Alpino/dev.spacy"
|
4 |
+
vectors = null
|
5 |
+
init_tok2vec = null
|
6 |
+
tokenizer_source = "training/UD_Dutch-Alpino/tokenizer/model-best"
|
7 |
+
transformer_source = "training/UD_Dutch-Alpino/transformer/model-best"
|
8 |
+
|
9 |
+
[system]
|
10 |
+
gpu_allocator = "pytorch"
|
11 |
+
seed = 0
|
12 |
+
|
13 |
+
[nlp]
|
14 |
+
lang = "nl"
|
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:c1d57d23d6207bbca32fc512922bb4fc2e9707790041710e5efe08dfd3b88b20
|
3 |
+
size 6922248
|
experimental_char_ner_tokenizer/moves
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
��moves�l{"0":{},"1":{"TOKEN":873612},"2":{"TOKEN":873612},"3":{"TOKEN":873612},"4":{"TOKEN":873612,"":1},"5":{"":1}}�cfg��neg_key�
|
experimental_edit_tree_lemmatizer/cfg
ADDED
@@ -0,0 +1,1423 @@
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|
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|
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|
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|
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|
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|
1096 |
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|
1097 |
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|
1098 |
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|
1099 |
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|
1100 |
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1915,
|
1101 |
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|
1102 |
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1917,
|
1103 |
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1920,
|
1104 |
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1921,
|
1105 |
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1922,
|
1106 |
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1923,
|
1107 |
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1924,
|
1108 |
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1925,
|
1109 |
+
1926,
|
1110 |
+
1927,
|
1111 |
+
1929,
|
1112 |
+
1930,
|
1113 |
+
1931,
|
1114 |
+
1932,
|
1115 |
+
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|
1116 |
+
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|
1117 |
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1938,
|
1118 |
+
1940,
|
1119 |
+
1941,
|
1120 |
+
1942,
|
1121 |
+
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|
1122 |
+
1945,
|
1123 |
+
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|
1124 |
+
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|
1125 |
+
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|
1126 |
+
1950,
|
1127 |
+
1952,
|
1128 |
+
1953,
|
1129 |
+
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|
1130 |
+
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|
1131 |
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|
1132 |
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|
1133 |
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|
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|
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|
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|
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|
1138 |
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|
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|
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|
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|
1142 |
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|
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|
1144 |
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|
1145 |
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|
1146 |
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|
1147 |
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|
1148 |
+
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|
1149 |
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|
1150 |
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|
1151 |
+
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|
1152 |
+
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|
1153 |
+
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|
1154 |
+
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|
1155 |
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|
1156 |
+
1990,
|
1157 |
+
237,
|
1158 |
+
1992,
|
1159 |
+
1993,
|
1160 |
+
1994,
|
1161 |
+
1995,
|
1162 |
+
1996,
|
1163 |
+
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|
1164 |
+
1998,
|
1165 |
+
1999,
|
1166 |
+
2000,
|
1167 |
+
2002,
|
1168 |
+
2005,
|
1169 |
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|
1170 |
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2009,
|
1171 |
+
2010,
|
1172 |
+
2011,
|
1173 |
+
2012,
|
1174 |
+
2013,
|
1175 |
+
2014,
|
1176 |
+
2015,
|
1177 |
+
2016,
|
1178 |
+
2017,
|
1179 |
+
2019,
|
1180 |
+
2020,
|
1181 |
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2021,
|
1182 |
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2023,
|
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2025,
|
1184 |
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|
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1369 |
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|
1370 |
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|
1371 |
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|
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|
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|
1376 |
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|
1377 |
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|
1378 |
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|
1379 |
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|
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|
1381 |
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|
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|
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|
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|
1385 |
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|
1386 |
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|
1387 |
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|
1388 |
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|
1389 |
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|
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|
1391 |
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|
1392 |
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|
1393 |
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|
1394 |
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|
1395 |
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|
1396 |
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2328,
|
1397 |
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2330,
|
1398 |
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2331,
|
1399 |
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2332,
|
1400 |
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2334,
|
1401 |
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63,
|
1402 |
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2335,
|
1403 |
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2336,
|
1404 |
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2338,
|
1405 |
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|
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|
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2343,
|
1408 |
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2272,
|
1409 |
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2344,
|
1410 |
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2346,
|
1411 |
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2347,
|
1412 |
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2349,
|
1413 |
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|
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2351,
|
1415 |
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|
1416 |
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2354,
|
1417 |
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2355,
|
1418 |
+
2356,
|
1419 |
+
2357,
|
1420 |
+
2358,
|
1421 |
+
195
|
1422 |
+
]
|
1423 |
+
}
|
experimental_edit_tree_lemmatizer/model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e21d7f6bc48f9212f30a6a7fe1dbb18b2e941f3d57879870fc7afbb4865e64a4
|
3 |
+
size 4365445
|
experimental_edit_tree_lemmatizer/trees
ADDED
Binary file (209 kB). View file
|
|
meta.json
ADDED
@@ -0,0 +1,2032 @@
|
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|
1 |
+
{
|
2 |
+
"lang":"nl",
|
3 |
+
"name":"udv25_dutchalpino_trf",
|
4 |
+
"version":"0.0.1",
|
5 |
+
"description":"UD v2.5 benchmarking pipeline for UD_Dutch-Alpino",
|
6 |
+
"author":"Explosion",
|
7 |
+
"email":"[email protected]",
|
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|nom|basis|met-e|mv-n",
|
31 |
+
"ADJ|nom|basis|met-e|zonder-n|stan",
|
32 |
+
"ADJ|nom|basis|zonder|zonder-n",
|
33 |
+
"ADJ|nom|comp|met-e|mv-n",
|
34 |
+
"ADJ|nom|comp|met-e|zonder-n|stan",
|
35 |
+
"ADJ|nom|sup|met-e|mv-n",
|
36 |
+
"ADJ|nom|sup|met-e|zonder-n|stan",
|
37 |
+
"ADJ|nom|sup|zonder|zonder-n",
|
38 |
+
"ADJ|postnom|basis|met-s",
|
39 |
+
"ADJ|postnom|basis|zonder",
|
40 |
+
"ADJ|postnom|comp|met-s",
|
41 |
+
"ADJ|prenom|basis|met-e|stan",
|
42 |
+
"ADJ|prenom|basis|zonder",
|
43 |
+
"ADJ|prenom|comp|met-e|stan",
|
44 |
+
"ADJ|prenom|comp|zonder",
|
45 |
+
"ADJ|prenom|sup|met-e|stan",
|
46 |
+
"ADJ|vrij|basis|zonder",
|
47 |
+
"ADJ|vrij|comp|zonder",
|
48 |
+
"ADJ|vrij|dim|zonder",
|
49 |
+
"ADJ|vrij|sup|zonder",
|
50 |
+
"BW",
|
51 |
+
"LET",
|
52 |
+
"LID|bep|dat|evmo",
|
53 |
+
"LID|bep|gen|evmo",
|
54 |
+
"LID|bep|gen|rest3",
|
55 |
+
"LID|bep|stan|evon",
|
56 |
+
"LID|bep|stan|rest",
|
57 |
+
"LID|onbep|stan|agr",
|
58 |
+
"N|eigen|ev|basis|gen",
|
59 |
+
"N|eigen|ev|basis|genus|stan",
|
60 |
+
"N|eigen|ev|basis|onz|stan",
|
61 |
+
"N|eigen|ev|basis|zijd|stan",
|
62 |
+
"N|eigen|ev|dim|onz|stan",
|
63 |
+
"N|eigen|mv|basis",
|
64 |
+
"N|soort|ev|basis|dat",
|
65 |
+
"N|soort|ev|basis|gen",
|
66 |
+
"N|soort|ev|basis|genus|stan",
|
67 |
+
"N|soort|ev|basis|onz|stan",
|
68 |
+
"N|soort|ev|basis|zijd|stan",
|
69 |
+
"N|soort|ev|dim|onz|stan",
|
70 |
+
"N|soort|mv|basis",
|
71 |
+
"N|soort|mv|dim",
|
72 |
+
"SPEC|afgebr",
|
73 |
+
"SPEC|afk",
|
74 |
+
"SPEC|deeleigen",
|
75 |
+
"SPEC|enof",
|
76 |
+
"SPEC|meta",
|
77 |
+
"SPEC|symb",
|
78 |
+
"SPEC|vreemd",
|
79 |
+
"TSW",
|
80 |
+
"TW|hoofd|nom|mv-n|basis",
|
81 |
+
"TW|hoofd|nom|mv-n|dim",
|
82 |
+
"TW|hoofd|nom|zonder-n|basis",
|
83 |
+
"TW|hoofd|nom|zonder-n|dim",
|
84 |
+
"TW|hoofd|prenom|stan",
|
85 |
+
"TW|hoofd|vrij",
|
86 |
+
"TW|rang|nom|mv-n",
|
87 |
+
"TW|rang|nom|zonder-n",
|
88 |
+
"TW|rang|prenom|stan",
|
89 |
+
"VG|neven",
|
90 |
+
"VG|onder",
|
91 |
+
"VNW|aanw|adv-pron|obl|vol|3o|getal",
|
92 |
+
"VNW|aanw|adv-pron|stan|red|3|getal",
|
93 |
+
"VNW|aanw|det|dat|nom|met-e|zonder-n",
|
94 |
+
"VNW|aanw|det|dat|prenom|met-e|evmo",
|
95 |
+
"VNW|aanw|det|gen|prenom|met-e|rest3",
|
96 |
+
"VNW|aanw|det|stan|nom|met-e|mv-n",
|
97 |
+
"VNW|aanw|det|stan|nom|met-e|zonder-n",
|
98 |
+
"VNW|aanw|det|stan|prenom|met-e|rest",
|
99 |
+
"VNW|aanw|det|stan|prenom|zonder|agr",
|
100 |
+
"VNW|aanw|det|stan|prenom|zonder|evon",
|
101 |
+
"VNW|aanw|det|stan|prenom|zonder|rest",
|
102 |
+
"VNW|aanw|det|stan|vrij|zonder",
|
103 |
+
"VNW|aanw|pron|gen|vol|3m|ev",
|
104 |
+
"VNW|aanw|pron|stan|vol|3o|ev",
|
105 |
+
"VNW|aanw|pron|stan|vol|3|getal",
|
106 |
+
"VNW|betr|det|stan|nom|met-e|zonder-n",
|
107 |
+
"VNW|betr|det|stan|nom|zonder|zonder-n",
|
108 |
+
"VNW|betr|pron|stan|vol|3|ev",
|
109 |
+
"VNW|betr|pron|stan|vol|persoon|getal",
|
110 |
+
"VNW|bez|det|gen|vol|3|ev|prenom|met-e|rest3",
|
111 |
+
"VNW|bez|det|stan|nadr|2v|mv|prenom|zonder|agr",
|
112 |
+
"VNW|bez|det|stan|red|1|ev|prenom|zonder|agr",
|
113 |
+
"VNW|bez|det|stan|red|2v|ev|prenom|zonder|agr",
|
114 |
+
"VNW|bez|det|stan|red|3|ev|prenom|zonder|agr",
|
115 |
+
"VNW|bez|det|stan|vol|1|ev|prenom|zonder|agr",
|
116 |
+
"VNW|bez|det|stan|vol|1|mv|prenom|met-e|rest",
|
117 |
+
"VNW|bez|det|stan|vol|1|mv|prenom|zonder|evon",
|
118 |
+
"VNW|bez|det|stan|vol|2v|ev|prenom|zonder|agr",
|
119 |
+
"VNW|bez|det|stan|vol|2|getal|prenom|zonder|agr",
|
120 |
+
"VNW|bez|det|stan|vol|3m|ev|nom|met-e|zonder-n",
|
121 |
+
"VNW|bez|det|stan|vol|3v|ev|nom|met-e|zonder-n",
|
122 |
+
"VNW|bez|det|stan|vol|3|ev|prenom|zonder|agr",
|
123 |
+
"VNW|bez|det|stan|vol|3|mv|prenom|zonder|agr",
|
124 |
+
"VNW|onbep|adv-pron|gen|red|3|getal",
|
125 |
+
"VNW|onbep|adv-pron|obl|vol|3o|getal",
|
126 |
+
"VNW|onbep|det|stan|nom|met-e|mv-n",
|
127 |
+
"VNW|onbep|det|stan|nom|met-e|zonder-n",
|
128 |
+
"VNW|onbep|det|stan|prenom|met-e|agr",
|
129 |
+
"VNW|onbep|det|stan|prenom|met-e|evz",
|
130 |
+
"VNW|onbep|det|stan|prenom|met-e|mv",
|
131 |
+
"VNW|onbep|det|stan|prenom|met-e|rest",
|
132 |
+
"VNW|onbep|det|stan|prenom|zonder|agr",
|
133 |
+
"VNW|onbep|det|stan|prenom|zonder|evon",
|
134 |
+
"VNW|onbep|det|stan|vrij|zonder",
|
135 |
+
"VNW|onbep|grad|stan|nom|met-e|mv-n|basis",
|
136 |
+
"VNW|onbep|grad|stan|nom|met-e|mv-n|sup",
|
137 |
+
"VNW|onbep|grad|stan|nom|met-e|zonder-n|basis",
|
138 |
+
"VNW|onbep|grad|stan|nom|met-e|zonder-n|sup",
|
139 |
+
"VNW|onbep|grad|stan|prenom|met-e|agr|basis",
|
140 |
+
"VNW|onbep|grad|stan|prenom|met-e|agr|comp",
|
141 |
+
"VNW|onbep|grad|stan|prenom|met-e|agr|sup",
|
142 |
+
"VNW|onbep|grad|stan|prenom|met-e|mv|basis",
|
143 |
+
"VNW|onbep|grad|stan|prenom|zonder|agr|basis",
|
144 |
+
"VNW|onbep|grad|stan|prenom|zonder|agr|comp",
|
145 |
+
"VNW|onbep|grad|stan|vrij|zonder|basis",
|
146 |
+
"VNW|onbep|grad|stan|vrij|zonder|comp",
|
147 |
+
"VNW|onbep|grad|stan|vrij|zonder|sup",
|
148 |
+
"VNW|onbep|pron|gen|vol|3p|ev",
|
149 |
+
"VNW|onbep|pron|stan|vol|3o|ev",
|
150 |
+
"VNW|onbep|pron|stan|vol|3p|ev",
|
151 |
+
"VNW|pers|pron|gen|vol|2|getal",
|
152 |
+
"VNW|pers|pron|nomin|nadr|3m|ev|masc",
|
153 |
+
"VNW|pers|pron|nomin|red|1|mv",
|
154 |
+
"VNW|pers|pron|nomin|red|2v|ev",
|
155 |
+
"VNW|pers|pron|nomin|red|2|getal",
|
156 |
+
"VNW|pers|pron|nomin|red|3p|ev|masc",
|
157 |
+
"VNW|pers|pron|nomin|red|3|ev|masc",
|
158 |
+
"VNW|pers|pron|nomin|vol|1|ev",
|
159 |
+
"VNW|pers|pron|nomin|vol|1|mv",
|
160 |
+
"VNW|pers|pron|nomin|vol|2b|getal",
|
161 |
+
"VNW|pers|pron|nomin|vol|2v|ev",
|
162 |
+
"VNW|pers|pron|nomin|vol|2|getal",
|
163 |
+
"VNW|pers|pron|nomin|vol|3p|mv",
|
164 |
+
"VNW|pers|pron|nomin|vol|3v|ev|fem",
|
165 |
+
"VNW|pers|pron|nomin|vol|3|ev|masc",
|
166 |
+
"VNW|pers|pron|obl|nadr|3m|ev|masc",
|
167 |
+
"VNW|pers|pron|obl|red|3|ev|masc",
|
168 |
+
"VNW|pers|pron|obl|vol|2v|ev",
|
169 |
+
"VNW|pers|pron|obl|vol|3p|mv",
|
170 |
+
"VNW|pers|pron|obl|vol|3|ev|masc",
|
171 |
+
"VNW|pers|pron|obl|vol|3|getal|fem",
|
172 |
+
"VNW|pers|pron|stan|nadr|2v|mv",
|
173 |
+
"VNW|pers|pron|stan|red|3|ev|fem",
|
174 |
+
"VNW|pers|pron|stan|red|3|ev|onz",
|
175 |
+
"VNW|pers|pron|stan|red|3|mv",
|
176 |
+
"VNW|pr|pron|obl|nadr|1|ev",
|
177 |
+
"VNW|pr|pron|obl|nadr|2v|getal",
|
178 |
+
"VNW|pr|pron|obl|nadr|2|getal",
|
179 |
+
"VNW|pr|pron|obl|red|1|ev",
|
180 |
+
"VNW|pr|pron|obl|red|2v|getal",
|
181 |
+
"VNW|pr|pron|obl|vol|1|ev",
|
182 |
+
"VNW|pr|pron|obl|vol|1|mv",
|
183 |
+
"VNW|pr|pron|obl|vol|2|getal",
|
184 |
+
"VNW|recip|pron|gen|vol|persoon|mv",
|
185 |
+
"VNW|recip|pron|obl|vol|persoon|mv",
|
186 |
+
"VNW|refl|pron|obl|nadr|3|getal",
|
187 |
+
"VNW|refl|pron|obl|red|3|getal",
|
188 |
+
"VNW|vb|adv-pron|obl|vol|3o|getal",
|
189 |
+
"VNW|vb|det|stan|nom|met-e|zonder-n",
|
190 |
+
"VNW|vb|det|stan|prenom|met-e|rest",
|
191 |
+
"VNW|vb|det|stan|prenom|zonder|evon",
|
192 |
+
"VNW|vb|pron|gen|vol|3m|ev",
|
193 |
+
"VNW|vb|pron|gen|vol|3p|mv",
|
194 |
+
"VNW|vb|pron|gen|vol|3v|ev",
|
195 |
+
"VNW|vb|pron|stan|vol|3o|ev",
|
196 |
+
"VNW|vb|pron|stan|vol|3p|getal",
|
197 |
+
"VZ|fin",
|
198 |
+
"VZ|init",
|
199 |
+
"VZ|versm",
|
200 |
+
"WW|inf|nom|zonder|zonder-n",
|
201 |
+
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202 |
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203 |
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204 |
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206 |
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207 |
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208 |
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209 |
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210 |
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211 |
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212 |
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213 |
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214 |
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215 |
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216 |
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217 |
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218 |
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219 |
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220 |
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221 |
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222 |
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223 |
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224 |
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225 |
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226 |
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236 |
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237 |
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238 |
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240 |
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247 |
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248 |
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254 |
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255 |
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256 |
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257 |
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258 |
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259 |
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260 |
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261 |
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262 |
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263 |
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264 |
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265 |
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266 |
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267 |
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268 |
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269 |
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270 |
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271 |
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272 |
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273 |
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274 |
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275 |
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276 |
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278 |
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279 |
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280 |
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281 |
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282 |
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283 |
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284 |
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285 |
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286 |
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287 |
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288 |
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"ROOT",
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289 |
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"acl",
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290 |
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291 |
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292 |
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293 |
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294 |
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295 |
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296 |
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297 |
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298 |
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299 |
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300 |
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301 |
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302 |
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303 |
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304 |
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305 |
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306 |
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307 |
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308 |
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310 |
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311 |
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312 |
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313 |
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314 |
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315 |
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316 |
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317 |
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318 |
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319 |
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320 |
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321 |
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322 |
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323 |
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324 |
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325 |
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195
|
1745 |
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]
|
1746 |
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},
|
1747 |
+
"pipeline":[
|
1748 |
+
"experimental_char_ner_tokenizer",
|
1749 |
+
"transformer",
|
1750 |
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"tagger",
|
1751 |
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"morphologizer",
|
1752 |
+
"parser",
|
1753 |
+
"experimental_edit_tree_lemmatizer"
|
1754 |
+
],
|
1755 |
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"components":[
|
1756 |
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"experimental_char_ner_tokenizer",
|
1757 |
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"transformer",
|
1758 |
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"senter",
|
1759 |
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"tagger",
|
1760 |
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"morphologizer",
|
1761 |
+
"parser",
|
1762 |
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"experimental_edit_tree_lemmatizer"
|
1763 |
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],
|
1764 |
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"disabled":[
|
1765 |
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"senter"
|
1766 |
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],
|
1767 |
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"sources":[
|
1768 |
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{
|
1769 |
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"name":"Universal Dependencies v2.5",
|
1770 |
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"url":"https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105",
|
1771 |
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"author":"Zeman, Daniel; et al."
|
1772 |
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}
|
1773 |
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],
|
1774 |
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1775 |
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"morph_acc":0.9678932963,
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1785 |
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"morph_per_feat":{
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|
1800 |
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"Number":{
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"Degree":{
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|
1825 |
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1826 |
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"Definite":{
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|
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"Case":{
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"Reflex":{
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1837 |
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"p":1.0,
|
1838 |
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"r":1.0,
|
1839 |
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|
1840 |
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"Foreign":{
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"p":0.8571428571,
|
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"r":0.5,
|
1844 |
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"f":0.6315789474
|
1845 |
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1846 |
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"dep_uas":0.9465618861,
|
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"root":{
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"r":0.9777158774,
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"det":{
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"r":0.9860573199,
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|
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"amod":{
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"r":0.9404553415,
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"obl":{
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"r":0.8985680191,
|
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"f":0.9023367286
|
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"mark":{
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"r":0.9867986799,
|
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|
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1895 |
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"ccomp":{
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1896 |
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1897 |
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"r":0.8082191781,
|
1898 |
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"f":0.8368794326
|
1899 |
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},
|
1900 |
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"case":{
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1901 |
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"p":0.9732283465,
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1902 |
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"r":0.9786223278,
|
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"f":0.9759178839
|
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1905 |
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"appos":{
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1906 |
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|
1907 |
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"r":0.9032258065,
|
1908 |
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"f":0.9271523179
|
1909 |
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1910 |
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"obj":{
|
1911 |
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|
1912 |
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"r":0.9100529101,
|
1913 |
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"f":0.8993464052
|
1914 |
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1915 |
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"compound:prt":{
|
1916 |
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"p":0.8402777778,
|
1917 |
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"r":0.8832116788,
|
1918 |
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"f":0.8612099644
|
1919 |
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|
1920 |
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"xcomp":{
|
1921 |
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"p":0.8714285714,
|
1922 |
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"r":0.8026315789,
|
1923 |
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"f":0.8356164384
|
1924 |
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|
1925 |
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"flat":{
|
1926 |
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"p":0.9077380952,
|
1927 |
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"r":0.9298780488,
|
1928 |
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"f":0.9186746988
|
1929 |
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},
|
1930 |
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"expl:pv":{
|
1931 |
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"p":0.85,
|
1932 |
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"r":0.68,
|
1933 |
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"f":0.7555555556
|
1934 |
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},
|
1935 |
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"acl":{
|
1936 |
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"p":0.6829268293,
|
1937 |
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"r":0.7567567568,
|
1938 |
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"f":0.7179487179
|
1939 |
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},
|
1940 |
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"advcl":{
|
1941 |
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"p":0.7872340426,
|
1942 |
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"r":0.7474747475,
|
1943 |
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"f":0.7668393782
|
1944 |
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},
|
1945 |
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"nummod":{
|
1946 |
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"p":0.9337748344,
|
1947 |
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"r":0.9337748344,
|
1948 |
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"f":0.9337748344
|
1949 |
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},
|
1950 |
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"nmod":{
|
1951 |
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"p":0.8411053541,
|
1952 |
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"r":0.8665480427,
|
1953 |
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"f":0.8536371604
|
1954 |
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|
1955 |
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"cc":{
|
1956 |
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"p":0.9342105263,
|
1957 |
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"r":0.9424778761,
|
1958 |
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"f":0.9383259912
|
1959 |
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|
1960 |
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"conj":{
|
1961 |
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"p":0.8872180451,
|
1962 |
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"r":0.8708487085,
|
1963 |
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"f":0.8789571695
|
1964 |
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},
|
1965 |
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"nsubj:pass":{
|
1966 |
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"p":0.9027777778,
|
1967 |
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"r":0.9027777778,
|
1968 |
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"f":0.9027777778
|
1969 |
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},
|
1970 |
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"aux:pass":{
|
1971 |
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"p":0.9493670886,
|
1972 |
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"r":0.9259259259,
|
1973 |
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"f":0.9375
|
1974 |
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},
|
1975 |
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"acl:relcl":{
|
1976 |
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"p":0.8205128205,
|
1977 |
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"r":0.8533333333,
|
1978 |
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"f":0.8366013072
|
1979 |
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},
|
1980 |
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"parataxis":{
|
1981 |
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"p":0.6626506024,
|
1982 |
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"r":0.4471544715,
|
1983 |
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"f":0.5339805825
|
1984 |
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},
|
1985 |
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"cop":{
|
1986 |
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"p":0.9259259259,
|
1987 |
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"r":0.9615384615,
|
1988 |
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"f":0.9433962264
|
1989 |
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},
|
1990 |
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"fixed":{
|
1991 |
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"p":0.8198757764,
|
1992 |
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"r":0.6376811594,
|
1993 |
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"f":0.7173913043
|
1994 |
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},
|
1995 |
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"iobj":{
|
1996 |
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"p":0.9,
|
1997 |
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"r":0.7826086957,
|
1998 |
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"f":0.8372093023
|
1999 |
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},
|
2000 |
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"obl:agent":{
|
2001 |
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"p":1.0,
|
2002 |
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"r":0.9333333333,
|
2003 |
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"f":0.9655172414
|
2004 |
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},
|
2005 |
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"expl":{
|
2006 |
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"p":0.8571428571,
|
2007 |
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"r":0.8,
|
2008 |
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"f":0.8275862069
|
2009 |
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},
|
2010 |
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"csubj":{
|
2011 |
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"p":0.8,
|
2012 |
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"r":0.8571428571,
|
2013 |
+
"f":0.8275862069
|
2014 |
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},
|
2015 |
+
"orphan":{
|
2016 |
+
"p":0.0,
|
2017 |
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"r":0.0,
|
2018 |
+
"f":0.0
|
2019 |
+
},
|
2020 |
+
"dep":{
|
2021 |
+
"p":0.0,
|
2022 |
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"r":0.0,
|
2023 |
+
"f":0.0
|
2024 |
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}
|
2025 |
+
},
|
2026 |
+
"lemma_acc":0.964639444
|
2027 |
+
},
|
2028 |
+
"requirements":[
|
2029 |
+
"spacy-transformers>=1.1.3,<1.2.0",
|
2030 |
+
"spacy-experimental>=0.2.0,<0.3.0"
|
2031 |
+
]
|
2032 |
+
}
|
morphologizer/cfg
ADDED
@@ -0,0 +1,138 @@
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"extend":false,
|
3 |
+
"labels_morph":{
|
4 |
+
"POS=PRON|Person=3|PronType=Dem":"Person=3|PronType=Dem",
|
5 |
+
"Number=Sing|POS=AUX|Tense=Pres|VerbForm=Fin":"Number=Sing|Tense=Pres|VerbForm=Fin",
|
6 |
+
"POS=ADV":"",
|
7 |
+
"POS=VERB|VerbForm=Part":"VerbForm=Part",
|
8 |
+
"POS=PUNCT":"",
|
9 |
+
"Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin":"Number=Sing|Tense=Past|VerbForm=Fin",
|
10 |
+
"POS=ADP":"",
|
11 |
+
"POS=NUM":"",
|
12 |
+
"Number=Plur|POS=NOUN":"Number=Plur",
|
13 |
+
"POS=VERB|VerbForm=Inf":"VerbForm=Inf",
|
14 |
+
"POS=SCONJ":"",
|
15 |
+
"Definite=Def|POS=DET":"Definite=Def",
|
16 |
+
"Gender=Com|Number=Sing|POS=NOUN":"Gender=Com|Number=Sing",
|
17 |
+
"Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin":"Number=Sing|Tense=Pres|VerbForm=Fin",
|
18 |
+
"Degree=Pos|POS=ADJ":"Degree=Pos",
|
19 |
+
"Gender=Neut|Number=Sing|POS=PROPN":"Gender=Neut|Number=Sing",
|
20 |
+
"Gender=Com|Number=Sing|POS=PROPN":"Gender=Com|Number=Sing",
|
21 |
+
"POS=AUX|VerbForm=Inf":"VerbForm=Inf",
|
22 |
+
"Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin":"Number=Sing|Tense=Past|VerbForm=Fin",
|
23 |
+
"POS=DET":"",
|
24 |
+
"Gender=Neut|Number=Sing|POS=NOUN":"Gender=Neut|Number=Sing",
|
25 |
+
"POS=PRON|Person=3|PronType=Prs":"Person=3|PronType=Prs",
|
26 |
+
"POS=CCONJ":"",
|
27 |
+
"Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin":"Number=Plur|Tense=Pres|VerbForm=Fin",
|
28 |
+
"POS=PRON|Person=3|PronType=Ind":"Person=3|PronType=Ind",
|
29 |
+
"Degree=Cmp|POS=ADJ":"Degree=Cmp",
|
30 |
+
"Case=Nom|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Person=1|PronType=Prs",
|
31 |
+
"Definite=Ind|POS=DET":"Definite=Ind",
|
32 |
+
"Case=Nom|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Person=3|PronType=Prs",
|
33 |
+
"POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Person=3|Poss=Yes|PronType=Prs",
|
34 |
+
"Number=Plur|POS=AUX|Tense=Pres|VerbForm=Fin":"Number=Plur|Tense=Pres|VerbForm=Fin",
|
35 |
+
"POS=PRON|PronType=Rel":"PronType=Rel",
|
36 |
+
"Case=Acc|POS=PRON|Person=1|PronType=Prs":"Case=Acc|Person=1|PronType=Prs",
|
37 |
+
"Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":"Number=Plur|Tense=Past|VerbForm=Fin",
|
38 |
+
"Gender=Com,Neut|Number=Sing|POS=NOUN":"Gender=Com,Neut|Number=Sing",
|
39 |
+
"Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PronType=Prs|Reflex=Yes",
|
40 |
+
"Case=Acc|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Person=3|PronType=Prs",
|
41 |
+
"POS=PROPN":"",
|
42 |
+
"POS=PRON|PronType=Ind":"PronType=Ind",
|
43 |
+
"POS=PRON|Person=3|PronType=Int":"Person=3|PronType=Int",
|
44 |
+
"Case=Acc|POS=PRON|PronType=Rcp":"Case=Acc|PronType=Rcp",
|
45 |
+
"Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin":"Number=Plur|Tense=Past|VerbForm=Fin",
|
46 |
+
"Number=Sing|POS=NOUN":"Number=Sing",
|
47 |
+
"POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Person=1|Poss=Yes|PronType=Prs",
|
48 |
+
"POS=SYM":"",
|
49 |
+
"Abbr=Yes|POS=X":"Abbr=Yes",
|
50 |
+
"Gender=Com,Neut|Number=Sing|POS=PROPN":"Gender=Com,Neut|Number=Sing",
|
51 |
+
"Degree=Sup|POS=ADJ":"Degree=Sup",
|
52 |
+
"Foreign=Yes|POS=X":"Foreign=Yes",
|
53 |
+
"POS=ADJ":"",
|
54 |
+
"Number=Sing|POS=PROPN":"Number=Sing",
|
55 |
+
"POS=PRON|PronType=Dem":"PronType=Dem",
|
56 |
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{
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{
|
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|
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|
4 |
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5 |
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|
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|
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|
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|
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|
12 |
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|
13 |
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|
14 |
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|
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|
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|
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|
20 |
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|
21 |
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22 |
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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|
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29 |
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30 |
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|
31 |
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|
32 |
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33 |
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34 |
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35 |
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|
36 |
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37 |
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38 |
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39 |
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40 |
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41 |
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|
42 |
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|
43 |
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"N|soort|mv|basis",
|
44 |
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"N|soort|mv|dim",
|
45 |
+
"SPEC|afgebr",
|
46 |
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"SPEC|afk",
|
47 |
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"SPEC|deeleigen",
|
48 |
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"SPEC|enof",
|
49 |
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|
50 |
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|
51 |
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"SPEC|vreemd",
|
52 |
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"TSW",
|
53 |
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"TW|hoofd|nom|mv-n|basis",
|
54 |
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|
55 |
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"TW|hoofd|nom|zonder-n|basis",
|
56 |
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"TW|hoofd|nom|zonder-n|dim",
|
57 |
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"TW|hoofd|prenom|stan",
|
58 |
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"TW|hoofd|vrij",
|
59 |
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"TW|rang|nom|mv-n",
|
60 |
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"TW|rang|nom|zonder-n",
|
61 |
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"TW|rang|prenom|stan",
|
62 |
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|
63 |
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|
64 |
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|
65 |
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"VNW|aanw|adv-pron|stan|red|3|getal",
|
66 |
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"VNW|aanw|det|dat|nom|met-e|zonder-n",
|
67 |
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"VNW|aanw|det|dat|prenom|met-e|evmo",
|
68 |
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"VNW|aanw|det|gen|prenom|met-e|rest3",
|
69 |
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"VNW|aanw|det|stan|nom|met-e|mv-n",
|
70 |
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71 |
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"VNW|aanw|det|stan|prenom|met-e|rest",
|
72 |
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|
73 |
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"VNW|aanw|det|stan|prenom|zonder|evon",
|
74 |
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"VNW|aanw|det|stan|prenom|zonder|rest",
|
75 |
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"VNW|aanw|det|stan|vrij|zonder",
|
76 |
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"VNW|aanw|pron|gen|vol|3m|ev",
|
77 |
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"VNW|aanw|pron|stan|vol|3o|ev",
|
78 |
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|
79 |
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"VNW|betr|det|stan|nom|met-e|zonder-n",
|
80 |
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"VNW|betr|det|stan|nom|zonder|zonder-n",
|
81 |
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"VNW|betr|pron|stan|vol|3|ev",
|
82 |
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"VNW|betr|pron|stan|vol|persoon|getal",
|
83 |
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|
84 |
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"VNW|bez|det|stan|nadr|2v|mv|prenom|zonder|agr",
|
85 |
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"VNW|bez|det|stan|red|1|ev|prenom|zonder|agr",
|
86 |
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"VNW|bez|det|stan|red|2v|ev|prenom|zonder|agr",
|
87 |
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"VNW|bez|det|stan|red|3|ev|prenom|zonder|agr",
|
88 |
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"VNW|bez|det|stan|vol|1|ev|prenom|zonder|agr",
|
89 |
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"VNW|bez|det|stan|vol|1|mv|prenom|met-e|rest",
|
90 |
+
"VNW|bez|det|stan|vol|1|mv|prenom|zonder|evon",
|
91 |
+
"VNW|bez|det|stan|vol|2v|ev|prenom|zonder|agr",
|
92 |
+
"VNW|bez|det|stan|vol|2|getal|prenom|zonder|agr",
|
93 |
+
"VNW|bez|det|stan|vol|3m|ev|nom|met-e|zonder-n",
|
94 |
+
"VNW|bez|det|stan|vol|3v|ev|nom|met-e|zonder-n",
|
95 |
+
"VNW|bez|det|stan|vol|3|ev|prenom|zonder|agr",
|
96 |
+
"VNW|bez|det|stan|vol|3|mv|prenom|zonder|agr",
|
97 |
+
"VNW|onbep|adv-pron|gen|red|3|getal",
|
98 |
+
"VNW|onbep|adv-pron|obl|vol|3o|getal",
|
99 |
+
"VNW|onbep|det|stan|nom|met-e|mv-n",
|
100 |
+
"VNW|onbep|det|stan|nom|met-e|zonder-n",
|
101 |
+
"VNW|onbep|det|stan|prenom|met-e|agr",
|
102 |
+
"VNW|onbep|det|stan|prenom|met-e|evz",
|
103 |
+
"VNW|onbep|det|stan|prenom|met-e|mv",
|
104 |
+
"VNW|onbep|det|stan|prenom|met-e|rest",
|
105 |
+
"VNW|onbep|det|stan|prenom|zonder|agr",
|
106 |
+
"VNW|onbep|det|stan|prenom|zonder|evon",
|
107 |
+
"VNW|onbep|det|stan|vrij|zonder",
|
108 |
+
"VNW|onbep|grad|stan|nom|met-e|mv-n|basis",
|
109 |
+
"VNW|onbep|grad|stan|nom|met-e|mv-n|sup",
|
110 |
+
"VNW|onbep|grad|stan|nom|met-e|zonder-n|basis",
|
111 |
+
"VNW|onbep|grad|stan|nom|met-e|zonder-n|sup",
|
112 |
+
"VNW|onbep|grad|stan|prenom|met-e|agr|basis",
|
113 |
+
"VNW|onbep|grad|stan|prenom|met-e|agr|comp",
|
114 |
+
"VNW|onbep|grad|stan|prenom|met-e|agr|sup",
|
115 |
+
"VNW|onbep|grad|stan|prenom|met-e|mv|basis",
|
116 |
+
"VNW|onbep|grad|stan|prenom|zonder|agr|basis",
|
117 |
+
"VNW|onbep|grad|stan|prenom|zonder|agr|comp",
|
118 |
+
"VNW|onbep|grad|stan|vrij|zonder|basis",
|
119 |
+
"VNW|onbep|grad|stan|vrij|zonder|comp",
|
120 |
+
"VNW|onbep|grad|stan|vrij|zonder|sup",
|
121 |
+
"VNW|onbep|pron|gen|vol|3p|ev",
|
122 |
+
"VNW|onbep|pron|stan|vol|3o|ev",
|
123 |
+
"VNW|onbep|pron|stan|vol|3p|ev",
|
124 |
+
"VNW|pers|pron|gen|vol|2|getal",
|
125 |
+
"VNW|pers|pron|nomin|nadr|3m|ev|masc",
|
126 |
+
"VNW|pers|pron|nomin|red|1|mv",
|
127 |
+
"VNW|pers|pron|nomin|red|2v|ev",
|
128 |
+
"VNW|pers|pron|nomin|red|2|getal",
|
129 |
+
"VNW|pers|pron|nomin|red|3p|ev|masc",
|
130 |
+
"VNW|pers|pron|nomin|red|3|ev|masc",
|
131 |
+
"VNW|pers|pron|nomin|vol|1|ev",
|
132 |
+
"VNW|pers|pron|nomin|vol|1|mv",
|
133 |
+
"VNW|pers|pron|nomin|vol|2b|getal",
|
134 |
+
"VNW|pers|pron|nomin|vol|2v|ev",
|
135 |
+
"VNW|pers|pron|nomin|vol|2|getal",
|
136 |
+
"VNW|pers|pron|nomin|vol|3p|mv",
|
137 |
+
"VNW|pers|pron|nomin|vol|3v|ev|fem",
|
138 |
+
"VNW|pers|pron|nomin|vol|3|ev|masc",
|
139 |
+
"VNW|pers|pron|obl|nadr|3m|ev|masc",
|
140 |
+
"VNW|pers|pron|obl|red|3|ev|masc",
|
141 |
+
"VNW|pers|pron|obl|vol|2v|ev",
|
142 |
+
"VNW|pers|pron|obl|vol|3p|mv",
|
143 |
+
"VNW|pers|pron|obl|vol|3|ev|masc",
|
144 |
+
"VNW|pers|pron|obl|vol|3|getal|fem",
|
145 |
+
"VNW|pers|pron|stan|nadr|2v|mv",
|
146 |
+
"VNW|pers|pron|stan|red|3|ev|fem",
|
147 |
+
"VNW|pers|pron|stan|red|3|ev|onz",
|
148 |
+
"VNW|pers|pron|stan|red|3|mv",
|
149 |
+
"VNW|pr|pron|obl|nadr|1|ev",
|
150 |
+
"VNW|pr|pron|obl|nadr|2v|getal",
|
151 |
+
"VNW|pr|pron|obl|nadr|2|getal",
|
152 |
+
"VNW|pr|pron|obl|red|1|ev",
|
153 |
+
"VNW|pr|pron|obl|red|2v|getal",
|
154 |
+
"VNW|pr|pron|obl|vol|1|ev",
|
155 |
+
"VNW|pr|pron|obl|vol|1|mv",
|
156 |
+
"VNW|pr|pron|obl|vol|2|getal",
|
157 |
+
"VNW|recip|pron|gen|vol|persoon|mv",
|
158 |
+
"VNW|recip|pron|obl|vol|persoon|mv",
|
159 |
+
"VNW|refl|pron|obl|nadr|3|getal",
|
160 |
+
"VNW|refl|pron|obl|red|3|getal",
|
161 |
+
"VNW|vb|adv-pron|obl|vol|3o|getal",
|
162 |
+
"VNW|vb|det|stan|nom|met-e|zonder-n",
|
163 |
+
"VNW|vb|det|stan|prenom|met-e|rest",
|
164 |
+
"VNW|vb|det|stan|prenom|zonder|evon",
|
165 |
+
"VNW|vb|pron|gen|vol|3m|ev",
|
166 |
+
"VNW|vb|pron|gen|vol|3p|mv",
|
167 |
+
"VNW|vb|pron|gen|vol|3v|ev",
|
168 |
+
"VNW|vb|pron|stan|vol|3o|ev",
|
169 |
+
"VNW|vb|pron|stan|vol|3p|getal",
|
170 |
+
"VZ|fin",
|
171 |
+
"VZ|init",
|
172 |
+
"VZ|versm",
|
173 |
+
"WW|inf|nom|zonder|zonder-n",
|
174 |
+
"WW|inf|prenom|met-e",
|
175 |
+
"WW|inf|vrij|zonder",
|
176 |
+
"WW|od|nom|met-e|mv-n",
|
177 |
+
"WW|od|nom|met-e|zonder-n",
|
178 |
+
"WW|od|prenom|met-e",
|
179 |
+
"WW|od|prenom|zonder",
|
180 |
+
"WW|od|vrij|zonder",
|
181 |
+
"WW|pv|conj|ev",
|
182 |
+
"WW|pv|tgw|ev",
|
183 |
+
"WW|pv|tgw|met-t",
|
184 |
+
"WW|pv|tgw|mv",
|
185 |
+
"WW|pv|verl|ev",
|
186 |
+
"WW|pv|verl|mv",
|
187 |
+
"WW|vd|nom|met-e|mv-n",
|
188 |
+
"WW|vd|nom|met-e|zonder-n",
|
189 |
+
"WW|vd|prenom|met-e",
|
190 |
+
"WW|vd|prenom|zonder",
|
191 |
+
"WW|vd|vrij|zonder"
|
192 |
+
],
|
193 |
+
"neg_prefix":"!",
|
194 |
+
"overwrite":false
|
195 |
+
}
|
tagger/model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4cf242597c1eabbacc93925161eaded6e5bac3ec9009e80d0476112005873506
|
3 |
+
size 581960
|
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 sha256:01d97346ad584865d853f8129ec43db69adba8c48679fa46be39dad0999625a4
|
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 sha256:23433c244a1c0b3ad77be2c090a12af9fc4c2ac4861583ee616942ad12ac7ab0
|
3 |
+
size 1146324
|
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 |
+
}
|