Add nl_udv25_dutchalpino_trf-0.0.1

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
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 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.whl filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*strings.json filter=lfs diff=lfs merge=lfs -text
+vectors filter=lfs diff=lfs merge=lfs -text
+model filter=lfs diff=lfs merge=lfs -text

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README.md

@@ -0,0 +1,108 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- nl
+license: cc-by-sa-4.0
+model-index:
+- name: nl_udv25_dutchalpino_trf
+  results:
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9559890516
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.9766694183
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9678932963
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.964639444
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.9465618861
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.9227973676
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9084457062
+---
+UD v2.5 benchmarking pipeline for UD_Dutch-Alpino
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `nl_udv25_dutchalpino_trf` |
+| **Version** | `0.0.1` |
+| **spaCy** | `>=3.2.1,<3.3.0` |
+| **Default Pipeline** | `experimental_char_ner_tokenizer`, `transformer`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` |
+| **Components** | `experimental_char_ner_tokenizer`, `transformer`, `senter`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | [Universal Dependencies v2.5](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105) (Zeman, Daniel; et al.) |
+| **License** | `CC BY-SA 4.0` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (1712 labels for 6 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`experimental_char_ner_tokenizer`** | `TOKEN` |
+| **`senter`** | `I`, `S` |
+| **`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` |
+| **`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` |
+| **`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` |
+| **`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`, 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+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TOKEN_F` | 98.65 |
+| `TOKEN_P` | 98.49 |
+| `TOKEN_R` | 98.82 |
+| `TOKEN_ACC` | 99.87 |
+| `SENTS_F` | 90.84 |
+| `SENTS_P` | 92.62 |
+| `SENTS_R` | 89.14 |
+| `TAG_ACC` | 95.60 |
+| `POS_ACC` | 97.67 |
+| `MORPH_ACC` | 96.79 |
+| `DEP_UAS` | 94.66 |
+| `DEP_LAS` | 92.28 |
+| `LEMMA_ACC` | 96.46 |

config.cfg

@@ -0,0 +1,254 @@
+[paths]
+train = "corpus/UD_Dutch-Alpino/train.spacy"
+dev = "corpus/UD_Dutch-Alpino/dev.spacy"
+vectors = null
+init_tok2vec = null
+tokenizer_source = "training/UD_Dutch-Alpino/tokenizer/model-best"
+transformer_source = "training/UD_Dutch-Alpino/transformer/model-best"
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "nl"
+pipeline = ["experimental_char_ner_tokenizer","transformer","senter","tagger","morphologizer","parser","experimental_edit_tree_lemmatizer"]
+batch_size = 64
+disabled = ["senter"]
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy-experimental.char_pretokenizer.v1"}
+
+[components]
+
+[components.experimental_char_ner_tokenizer]
+factory = "experimental_char_ner_tokenizer"
+scorer = {"@scorers":"spacy-experimental.tokenizer_scorer.v1"}
+
+[components.experimental_char_ner_tokenizer.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = true
+nO = null
+
+[components.experimental_char_ner_tokenizer.model.tok2vec]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.experimental_char_ner_tokenizer.model.tok2vec.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 128
+attrs = ["ORTH","LOWER","IS_DIGIT","IS_ALPHA","IS_SPACE","IS_PUNCT"]
+rows = [1000,500,50,50,50,50]
+include_static_vectors = false
+
+[components.experimental_char_ner_tokenizer.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 128
+depth = 4
+window_size = 4
+maxout_pieces = 2
+
+[components.experimental_edit_tree_lemmatizer]
+factory = "experimental_edit_tree_lemmatizer"
+backoff = "orth"
+min_tree_freq = 1
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 1
+
+[components.experimental_edit_tree_lemmatizer.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.experimental_edit_tree_lemmatizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+overwrite = false
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.parser]
+factory = "parser"
+learn_tokens = false
+min_action_freq = 5
+moves = null
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.parser.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.senter]
+factory = "senter"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
+
+[components.senter.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.senter.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.tagger]
+factory = "tagger"
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "xlm-roberta-base"
+mixed_precision = true
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.transformer.model.grad_scaler_config]
+
+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[components.transformer.model.transformer_config]
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+train_corpus = "corpora.train"
+dev_corpus = "corpora.dev"
+seed = ${system:seed}
+gpu_allocator = ${system:gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 3
+patience = 5000
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+before_to_disk = null
+annotating_components = []
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+get_length = null
+size = 2000
+buffer = 256
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = true
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+token_f = 0.0
+token_p = null
+token_r = null
+token_acc = null
+sents_f = 0.05
+sents_p = 0.0
+sents_r = 0.0
+tag_acc = 0.11
+pos_acc = 0.05
+morph_acc = 0.05
+morph_per_feat = null
+dep_uas = 0.11
+dep_las = 0.11
+dep_las_per_type = null
+lemma_acc = 0.52
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

experimental_char_ner_tokenizer/cfg

@@ -0,0 +1,13 @@
+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":1,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

experimental_char_ner_tokenizer/model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c1d57d23d6207bbca32fc512922bb4fc2e9707790041710e5efe08dfd3b88b20
+size 6922248

experimental_char_ner_tokenizer/moves

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experimental_edit_tree_lemmatizer/cfg

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+size 4365445

meta.json

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+  "lang":"nl",
+  "name":"udv25_dutchalpino_trf",
+  "version":"0.0.1",
+  "description":"UD v2.5 benchmarking pipeline for UD_Dutch-Alpino",
+  "author":"Explosion",
+  "email":"contact@explosion.ai",
+  "url":"https://explosion.ai",
+  "license":"CC BY-SA 4.0",
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+      "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"
+    ],
+    "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"
+    ],
+    "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"
+    ],
+    "experimental_edit_tree_lemmatizer":[
+      1,
+      4,
+      5,
+      10,
+      12,
+      14,
+      16,
+      20,
+      24,
+      25,
+      28,
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+      96,
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+      104,
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+      114,
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+      123,
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+      145,
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+      154,
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+      160,
+      163,
+      165,
+      98,
+      168,
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+      191,
+      194,
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+      199,
+      202,
+      206,
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+      211,
+      212,
+      214,
+      217,
+      61,
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+      224,
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+      231,
+      235,
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+      253,
+      257,
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+      264,
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+      352,
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+      362,
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+      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,
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+      463,
+      464,
+      466,
+      468,
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+      473,
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+      500,
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+      531,
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+      579,
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+      587,
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+      601,
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+      611,
+      614,
+      616,
+      617,
+      618,
+      620,
+      621,
+      622,
+      623,
+      625,
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+      629,
+      632,
+      634,
+      636,
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+      654,
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+      33,
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+      733,
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+      764,
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+      899,
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+      904,
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+      913,
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+      916,
+      918,
+      921,
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+      926,
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+      988,
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+      290,
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+      1003,
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+      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,
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+      1077,
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+      1087,
+      1088,
+      1091,
+      1092,
+      1095,
+      1098,
+      1099,
+      1100,
+      1101,
+      1104,
+      1108,
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+      1111,
+      1113,
+      1114,
+      1115,
+      1116,
+      1118,
+      1120,
+      1121,
+      1122,
+      1125,
+      1126,
+      1129,
+      1132,
+      1133,
+      1136,
+      1137,
+      1138,
+      1140,
+      1141,
+      1142,
+      1143,
+      1144,
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+      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,
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+  "requirements":[
+    "spacy-transformers>=1.1.3,<1.2.0",
+    "spacy-experimental>=0.2.0,<0.3.0"
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,138 @@
+{
+  "extend":false,
+  "labels_morph":{
+    "POS=PRON|Person=3|PronType=Dem":"Person=3|PronType=Dem",
+    "Number=Sing|POS=AUX|Tense=Pres|VerbForm=Fin":"Number=Sing|Tense=Pres|VerbForm=Fin",
+    "POS=ADV":"",
+    "POS=VERB|VerbForm=Part":"VerbForm=Part",
+    "POS=PUNCT":"",
+    "Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin":"Number=Sing|Tense=Past|VerbForm=Fin",
+    "POS=ADP":"",
+    "POS=NUM":"",
+    "Number=Plur|POS=NOUN":"Number=Plur",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "POS=SCONJ":"",
+    "Definite=Def|POS=DET":"Definite=Def",
+    "Gender=Com|Number=Sing|POS=NOUN":"Gender=Com|Number=Sing",
+    "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin":"Number=Sing|Tense=Pres|VerbForm=Fin",
+    "Degree=Pos|POS=ADJ":"Degree=Pos",
+    "Gender=Neut|Number=Sing|POS=PROPN":"Gender=Neut|Number=Sing",
+    "Gender=Com|Number=Sing|POS=PROPN":"Gender=Com|Number=Sing",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin":"Number=Sing|Tense=Past|VerbForm=Fin",
+    "POS=DET":"",
+    "Gender=Neut|Number=Sing|POS=NOUN":"Gender=Neut|Number=Sing",
+    "POS=PRON|Person=3|PronType=Prs":"Person=3|PronType=Prs",
+    "POS=CCONJ":"",
+    "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin":"Number=Plur|Tense=Pres|VerbForm=Fin",
+    "POS=PRON|Person=3|PronType=Ind":"Person=3|PronType=Ind",
+    "Degree=Cmp|POS=ADJ":"Degree=Cmp",
+    "Case=Nom|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Person=1|PronType=Prs",
+    "Definite=Ind|POS=DET":"Definite=Ind",
+    "Case=Nom|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Person=3|PronType=Prs",
+    "POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Person=3|Poss=Yes|PronType=Prs",
+    "Number=Plur|POS=AUX|Tense=Pres|VerbForm=Fin":"Number=Plur|Tense=Pres|VerbForm=Fin",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "Case=Acc|POS=PRON|Person=1|PronType=Prs":"Case=Acc|Person=1|PronType=Prs",
+    "Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":"Number=Plur|Tense=Past|VerbForm=Fin",
+    "Gender=Com,Neut|Number=Sing|POS=NOUN":"Gender=Com,Neut|Number=Sing",
+    "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PronType=Prs|Reflex=Yes",
+    "Case=Acc|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Person=3|PronType=Prs",
+    "POS=PROPN":"",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "POS=PRON|Person=3|PronType=Int":"Person=3|PronType=Int",
+    "Case=Acc|POS=PRON|PronType=Rcp":"Case=Acc|PronType=Rcp",
+    "Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin":"Number=Plur|Tense=Past|VerbForm=Fin",
+    "Number=Sing|POS=NOUN":"Number=Sing",
+    "POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Person=1|Poss=Yes|PronType=Prs",
+    "POS=SYM":"",
+    "Abbr=Yes|POS=X":"Abbr=Yes",
+    "Gender=Com,Neut|Number=Sing|POS=PROPN":"Gender=Com,Neut|Number=Sing",
+    "Degree=Sup|POS=ADJ":"Degree=Sup",
+    "Foreign=Yes|POS=X":"Foreign=Yes",
+    "POS=ADJ":"",
+    "Number=Sing|POS=PROPN":"Number=Sing",
+    "POS=PRON|PronType=Dem":"PronType=Dem",
+    "POS=AUX|VerbForm=Part":"VerbForm=Part",
+    "POS=PRON|Person=3|PronType=Rel":"Person=3|PronType=Rel",
+    "Number=Plur|POS=PROPN":"Number=Plur",
+    "POS=PRON|Person=2|Poss=Yes|PronType=Prs":"Person=2|Poss=Yes|PronType=Prs",
+    "Case=Dat|POS=PRON|PronType=Dem":"Case=Dat|PronType=Dem",
+    "Case=Nom|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Person=2|PronType=Prs",
+    "POS=X":"",
+    "POS=INTJ":"",
+    "Case=Gen|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Case=Gen|Person=3|Poss=Yes|PronType=Prs",
+    "POS=PRON|PronType=Int":"PronType=Int",
+    "Case=Acc|POS=PRON|Person=2|PronType=Prs":"Case=Acc|Person=2|PronType=Prs",
+    "POS=PRON|Person=2|PronType=Prs":"Person=2|PronType=Prs",
+    "Case=Gen|POS=PRON|Person=2|PronType=Prs":"Case=Gen|Person=2|PronType=Prs"
+  },
+  "labels_pos":{
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+    "Number=Sing|POS=AUX|Tense=Pres|VerbForm=Fin":87,
+    "POS=ADV":86,
+    "POS=VERB|VerbForm=Part":100,
+    "POS=PUNCT":97,
+    "Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin":87,
+    "POS=ADP":85,
+    "POS=NUM":93,
+    "Number=Plur|POS=NOUN":92,
+    "POS=VERB|VerbForm=Inf":100,
+    "POS=SCONJ":98,
+    "Definite=Def|POS=DET":90,
+    "Gender=Com|Number=Sing|POS=NOUN":92,
+    "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin":100,
+    "Degree=Pos|POS=ADJ":84,
+    "Gender=Neut|Number=Sing|POS=PROPN":96,
+    "Gender=Com|Number=Sing|POS=PROPN":96,
+    "POS=AUX|VerbForm=Inf":87,
+    "Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin":100,
+    "POS=DET":90,
+    "Gender=Neut|Number=Sing|POS=NOUN":92,
+    "POS=PRON|Person=3|PronType=Prs":95,
+    "POS=CCONJ":89,
+    "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin":100,
+    "POS=PRON|Person=3|PronType=Ind":95,
+    "Degree=Cmp|POS=ADJ":84,
+    "Case=Nom|POS=PRON|Person=1|PronType=Prs":95,
+    "Definite=Ind|POS=DET":90,
+    "Case=Nom|POS=PRON|Person=3|PronType=Prs":95,
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+    "Number=Plur|POS=AUX|Tense=Pres|VerbForm=Fin":87,
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+    "Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":100,
+    "Gender=Com,Neut|Number=Sing|POS=NOUN":92,
+    "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":95,
+    "Case=Acc|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=PROPN":96,
+    "POS=PRON|PronType=Ind":95,
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+    "Case=Acc|POS=PRON|PronType=Rcp":95,
+    "Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin":87,
+    "Number=Sing|POS=NOUN":92,
+    "POS=PRON|Person=1|Poss=Yes|PronType=Prs":95,
+    "POS=SYM":99,
+    "Abbr=Yes|POS=X":101,
+    "Gender=Com,Neut|Number=Sing|POS=PROPN":96,
+    "Degree=Sup|POS=ADJ":84,
+    "Foreign=Yes|POS=X":101,
+    "POS=ADJ":84,
+    "Number=Sing|POS=PROPN":96,
+    "POS=PRON|PronType=Dem":95,
+    "POS=AUX|VerbForm=Part":87,
+    "POS=PRON|Person=3|PronType=Rel":95,
+    "Number=Plur|POS=PROPN":96,
+    "POS=PRON|Person=2|Poss=Yes|PronType=Prs":95,
+    "Case=Dat|POS=PRON|PronType=Dem":95,
+    "Case=Nom|POS=PRON|Person=2|PronType=Prs":95,
+    "POS=X":101,
+    "POS=INTJ":91,
+    "Case=Gen|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
+    "POS=PRON|PronType=Int":95,
+    "Case=Acc|POS=PRON|Person=2|PronType=Prs":95,
+    "POS=PRON|Person=2|PronType=Prs":95,
+    "Case=Gen|POS=PRON|Person=2|PronType=Prs":95
+  },
+  "overwrite":false
+}

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nl_udv25_dutchalpino_trf-any-py3-none-any.whl

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parser/cfg

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+{
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+  "update_with_oracle_cut_size":100,
+  "multitasks":[
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+  ],
+  "min_action_freq":5,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

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senter/cfg

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+}

senter/model

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tagger/cfg

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+{
+  "labels":[
+    "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",
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+    "VNW|pr|pron|obl|vol|2|getal",
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+    "VNW|recip|pron|obl|vol|persoon|mv",
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+    "VZ|init",
+    "VZ|versm",
+    "WW|inf|nom|zonder|zonder-n",
+    "WW|inf|prenom|met-e",
+    "WW|inf|vrij|zonder",
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+    "WW|vd|prenom|met-e",
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+  ],
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+  "overwrite":false
+}

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