Update spaCy pipeline

.gitattributes

@@ -19,3 +19,4 @@
 *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
+vocab/key2row filter=lfs diff=lfs merge=lfs -text

LICENSES_SOURCES

@@ -878,446 +878,6 @@ Creative Commons may be contacted at creativecommons.org.
 
 
 
-# UD Dutch LassySmall v2.8
-
-* Author: Bouma, Gosse; van Noord, Gertjan
-* URL: https://github.com/UniversalDependencies/UD_Dutch-LassySmall
-* License: CC BY-SA 4.0
-
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-
 # UD Dutch Alpino v2.8
 
 * Author: Zeman, Daniel; Žabokrtský, Zdeněk; Bouma, Gosse; van Noord, Gertjan

README.md

@@ -14,62 +14,62 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.7652916074
+      value: 0.7845934379
     - name: NER Recall
       type: recall
-      value: 0.7441217151
+      value: 0.7607192254
     - name: NER F Score
       type: f_score
-      value: 0.7545582048
+      value: 0.7724719101
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9534133043
+      value: 0.9538495093
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9661941112
+      value: 0.9666739368
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9635947213
+      value: 0.9639000982
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9417537126
+      value: 0.9568877162
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.8698053923
+      value: 0.8682669641
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.8235860531
+      value: 0.8246685762
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.8749559704
+      value: 0.8765867419
 ---
 ### Details: https://spacy.io/models/nl#nl_core_news_lg
 
@@ -78,12 +78,12 @@ Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, pa
 | Feature | Description |
 | --- | --- |
 | **Name** | `nl_core_news_lg` |
-| **Version** | `3.3.0` |
-| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
+| **Version** | `3.4.0` |
+| **spaCy** | `>=3.4.0,<3.5.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
 | **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
-| **Sources** | [UD Dutch LassySmall v2.8](https://github.com/UniversalDependencies/UD_Dutch-LassySmall) (Bouma, Gosse; van Noord, Gertjan)<br />[Dutch NER Annotations for UD LassySmall](https://nlp.town) (NLP Town)<br />[UD Dutch LassySmall v2.8](https://github.com/UniversalDependencies/UD_Dutch-LassySmall) (Bouma, Gosse; van Noord, Gertjan)<br />[UD Dutch Alpino v2.8](https://github.com/UniversalDependencies/UD_Dutch-Alpino) (Zeman, Daniel; Žabokrtský, Zdeněk; Bouma, Gosse; van Noord, Gertjan)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
+| **Sources** | [UD Dutch LassySmall v2.8](https://github.com/UniversalDependencies/UD_Dutch-LassySmall) (Bouma, Gosse; van Noord, Gertjan)<br />[Dutch NER Annotations for UD LassySmall](https://nlp.town) (NLP Town)<br />[UD Dutch Alpino v2.8](https://github.com/UniversalDependencies/UD_Dutch-Alpino) (Zeman, Daniel; Žabokrtský, Zdeněk; Bouma, Gosse; van Noord, Gertjan)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
 | **License** | `CC BY-SA 4.0` |
 | **Author** | [Explosion](https://explosion.ai) |
 
@@ -91,12 +91,12 @@ Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, pa
 
 <details>
 
-<summary>View label scheme (321 labels for 4 components)</summary>
+<summary>View label scheme (323 labels for 4 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`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`, `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=INTJ`, `Case=Acc\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=PRON\|PronType=Int`, `POS=PRON\|Person=2\|PronType=Prs`, `POS=PRON\|Person=3`, `Case=Gen\|POS=PRON\|Person=2\|PronType=Prs`, `POS=X` |
-| **`tagger`** | `ADJ\|nom\|basis\|met-e\|mv-n`, `ADJ\|nom\|basis\|met-e\|zonder-n\|bijz`, `ADJ\|nom\|basis\|met-e\|zonder-n\|stan`, `ADJ\|nom\|basis\|zonder\|mv-n`, `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\|bijz`, `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\|bijz`, `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\|prenom\|sup\|zonder`, `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\|met-e\|rest`, `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\|3m\|ev\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3p\|mv\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3v\|ev\|nom\|met-e\|zonder-n`, `VNW\|bez\|det\|stan\|vol\|3v\|ev\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|3\|mv\|prenom\|zonder\|agr`, `VNW\|excl\|pron\|stan\|vol\|3\|getal`, `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\|nom\|zonder\|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\|gen\|nom\|met-e\|mv-n\|basis`, `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\|nadr\|3v\|ev\|fem`, `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`, `POS=ADJ`, `Number=Sing\|POS=PROPN`, `POS=PRON\|PronType=Dem`, `POS=AUX\|VerbForm=Part`, `POS=SPACE`, `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=INTJ`, `Case=Acc\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=PRON\|PronType=Int`, `POS=PRON\|Person=2\|PronType=Prs`, `POS=PRON\|Person=3`, `Case=Gen\|POS=PRON\|Person=2\|PronType=Prs`, `POS=X` |
+| **`tagger`** | `ADJ\|nom\|basis\|met-e\|mv-n`, `ADJ\|nom\|basis\|met-e\|zonder-n\|bijz`, `ADJ\|nom\|basis\|met-e\|zonder-n\|stan`, `ADJ\|nom\|basis\|zonder\|mv-n`, `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\|bijz`, `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\|bijz`, `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\|prenom\|sup\|zonder`, `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\|met-e\|rest`, `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\|3m\|ev\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3p\|mv\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3v\|ev\|nom\|met-e\|zonder-n`, `VNW\|bez\|det\|stan\|vol\|3v\|ev\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|3\|mv\|prenom\|zonder\|agr`, `VNW\|excl\|pron\|stan\|vol\|3\|getal`, `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\|nom\|zonder\|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\|gen\|nom\|met-e\|mv-n\|basis`, `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\|nadr\|3v\|ev\|fem`, `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`, `_SP` |
 | **`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` |
 | **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
 
@@ -106,22 +106,22 @@ Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, pa
 
 | Type | Score |
 | --- | --- |
-| `TAG_ACC` | 95.34 |
-| `SENTS_P` | 85.95 |
-| `SENTS_R` | 89.10 |
-| `SENTS_F` | 87.50 |
-| `DEP_UAS` | 86.98 |
-| `DEP_LAS` | 82.36 |
-| `ENTS_P` | 76.53 |
-| `ENTS_R` | 74.41 |
-| `ENTS_F` | 75.46 |
+| `TAG_ACC` | 95.38 |
+| `SENTS_P` | 86.20 |
+| `SENTS_R` | 89.17 |
+| `SENTS_F` | 87.66 |
+| `DEP_UAS` | 86.83 |
+| `DEP_LAS` | 82.47 |
+| `ENTS_P` | 78.46 |
+| `ENTS_R` | 76.07 |
+| `ENTS_F` | 77.25 |
 | `TOKEN_ACC` | 99.97 |
 | `TOKEN_P` | 99.74 |
 | `TOKEN_R` | 99.76 |
 | `TOKEN_F` | 99.75 |
-| `POS_ACC` | 96.62 |
-| `MORPH_ACC` | 96.36 |
-| `MORPH_MICRO_P` | 97.22 |
-| `MORPH_MICRO_R` | 95.52 |
-| `MORPH_MICRO_F` | 96.36 |
-| `LEMMA_ACC` | 94.18 |
+| `POS_ACC` | 96.67 |
+| `MORPH_ACC` | 96.39 |
+| `MORPH_MICRO_P` | 97.41 |
+| `MORPH_MICRO_R` | 95.71 |
+| `MORPH_MICRO_F` | 96.56 |
+| `LEMMA_ACC` | 95.69 |

accuracy.json

@@ -1,175 +1,175 @@
 {
-  "tag_acc": 0.9534133043,
-  "sents_p": 0.8595155709,
-  "sents_r": 0.8909612626,
-  "sents_f": 0.8749559704,
-  "dep_uas": 0.8698053923,
-  "dep_las": 0.8235860531,
+  "tag_acc": 0.9538495093,
+  "sents_p": 0.8619972261,
+  "sents_r": 0.8916786227,
+  "sents_f": 0.8765867419,
+  "dep_uas": 0.8682669641,
+  "dep_las": 0.8246685762,
   "dep_las_per_type": {
     "nmod:poss": {
-      "p": 0.9456521739,
-      "r": 0.9525547445,
-      "f": 0.9490909091
+      "p": 0.9522058824,
+      "r": 0.9452554745,
+      "f": 0.9487179487
     },
     "nsubj": {
-      "p": 0.8466494845,
-      "r": 0.8639053254,
-      "f": 0.8551903677
+      "p": 0.8483072917,
+      "r": 0.8566732413,
+      "f": 0.8524697416
     },
     "aux": {
-      "p": 0.9102990033,
-      "r": 0.9013157895,
-      "f": 0.905785124
+      "p": 0.9150326797,
+      "r": 0.9210526316,
+      "f": 0.9180327869
     },
     "advmod": {
-      "p": 0.7967269595,
-      "r": 0.8258928571,
-      "f": 0.8110477861
+      "p": 0.7968337731,
+      "r": 0.8089285714,
+      "f": 0.8028356225
     },
     "root": {
-      "p": 0.8636678201,
-      "r": 0.8952654232,
-      "f": 0.8791828108
+      "p": 0.8689320388,
+      "r": 0.8988522238,
+      "f": 0.8836389281
     },
     "det": {
-      "p": 0.946263644,
-      "r": 0.9753353527,
-      "f": 0.9605795866
+      "p": 0.9430724152,
+      "r": 0.9749026395,
+      "f": 0.9587234043
     },
     "amod": {
-      "p": 0.8720420684,
-      "r": 0.8915770609,
-      "f": 0.8817013735
+      "p": 0.8828193833,
+      "r": 0.8978494624,
+      "f": 0.8902709907
     },
     "obl": {
-      "p": 0.7456021651,
-      "r": 0.7461069736,
-      "f": 0.7458544839
+      "p": 0.7610619469,
+      "r": 0.7569397427,
+      "f": 0.7589952478
     },
     "mark": {
-      "p": 0.8880866426,
-      "r": 0.8945454545,
-      "f": 0.8913043478
+      "p": 0.8918918919,
+      "r": 0.9,
+      "f": 0.8959276018
     },
     "ccomp": {
-      "p": 0.6727272727,
-      "r": 0.691588785,
-      "f": 0.6820276498
+      "p": 0.6979166667,
+      "r": 0.6261682243,
+      "f": 0.6600985222
     },
     "case": {
-      "p": 0.9379652605,
-      "r": 0.9606099111,
-      "f": 0.9491525424
+      "p": 0.9368811881,
+      "r": 0.9618805591,
+      "f": 0.9492163009
     },
     "appos": {
-      "p": 0.7060702875,
-      "r": 0.6696969697,
-      "f": 0.6874027994
+      "p": 0.707165109,
+      "r": 0.6878787879,
+      "f": 0.6973886329
     },
     "obj": {
-      "p": 0.7875968992,
-      "r": 0.7755725191,
-      "f": 0.7815384615
+      "p": 0.7573529412,
+      "r": 0.786259542,
+      "f": 0.7715355805
     },
     "compound:prt": {
-      "p": 0.7755102041,
-      "r": 0.7136150235,
-      "f": 0.7432762836
+      "p": 0.7692307692,
+      "r": 0.7042253521,
+      "f": 0.7352941176
     },
     "xcomp": {
-      "p": 0.6765799257,
-      "r": 0.6618181818,
-      "f": 0.6691176471
+      "p": 0.6642599278,
+      "r": 0.6690909091,
+      "f": 0.6666666667
     },
     "flat": {
-      "p": 0.8115124153,
-      "r": 0.7624602333,
-      "f": 0.7862219792
+      "p": 0.8215527231,
+      "r": 0.7518557794,
+      "f": 0.7851605759
     },
     "expl:pv": {
-      "p": 0.7674418605,
-      "r": 0.75,
-      "f": 0.7586206897
+      "p": 0.7619047619,
+      "r": 0.7272727273,
+      "f": 0.7441860465
     },
     "acl": {
-      "p": 0.4615384615,
-      "r": 0.3673469388,
-      "f": 0.4090909091
+      "p": 0.4404761905,
+      "r": 0.3775510204,
+      "f": 0.4065934066
     },
     "advcl": {
-      "p": 0.5024875622,
-      "r": 0.454954955,
-      "f": 0.4775413712
+      "p": 0.5577889447,
+      "r": 0.5,
+      "f": 0.5273159145
     },
     "nummod": {
-      "p": 0.8141025641,
-      "r": 0.8466666667,
-      "f": 0.8300653595
+      "p": 0.8291139241,
+      "r": 0.8733333333,
+      "f": 0.8506493506
     },
     "nmod": {
-      "p": 0.7278742763,
-      "r": 0.7652173913,
-      "f": 0.746078847
+      "p": 0.7201986755,
+      "r": 0.7565217391,
+      "f": 0.737913486
     },
     "cc": {
-      "p": 0.8544776119,
-      "r": 0.8674242424,
-      "f": 0.8609022556
+      "p": 0.8536585366,
+      "r": 0.8617424242,
+      "f": 0.8576814326
     },
     "conj": {
-      "p": 0.6463245492,
-      "r": 0.6331521739,
-      "f": 0.6396705559
+      "p": 0.6527777778,
+      "r": 0.6385869565,
+      "f": 0.6456043956
     },
     "nsubj:pass": {
-      "p": 0.8083832335,
-      "r": 0.8490566038,
-      "f": 0.8282208589
+      "p": 0.8128654971,
+      "r": 0.8742138365,
+      "f": 0.8424242424
     },
     "aux:pass": {
-      "p": 0.8871794872,
-      "r": 0.9611111111,
-      "f": 0.9226666667
-    },
-    "iobj": {
-      "p": 0.5652173913,
-      "r": 0.3939393939,
-      "f": 0.4642857143
+      "p": 0.9095744681,
+      "r": 0.95,
+      "f": 0.9293478261
     },
     "cop": {
-      "p": 0.7789473684,
+      "p": 0.7900355872,
       "r": 0.8131868132,
-      "f": 0.7956989247
+      "f": 0.8014440433
     },
     "parataxis": {
-      "p": 0.3663366337,
-      "r": 0.268115942,
-      "f": 0.309623431
+      "p": 0.3349282297,
+      "r": 0.2536231884,
+      "f": 0.2886597938
     },
     "acl:relcl": {
-      "p": 0.6956521739,
-      "r": 0.7044025157,
-      "f": 0.7
+      "p": 0.701863354,
+      "r": 0.7106918239,
+      "f": 0.70625
+    },
+    "expl": {
+      "p": 0.4166666667,
+      "r": 0.4761904762,
+      "f": 0.4444444444
+    },
+    "iobj": {
+      "p": 0.6470588235,
+      "r": 0.3333333333,
+      "f": 0.44
     },
     "fixed": {
-      "p": 0.721448468,
-      "r": 0.4683544304,
-      "f": 0.5679824561
+      "p": 0.7255434783,
+      "r": 0.4828209765,
+      "f": 0.5798045603
     },
     "obl:agent": {
-      "p": 0.9615384615,
-      "r": 0.8620689655,
-      "f": 0.9090909091
-    },
-    "expl": {
-      "p": 0.4,
-      "r": 0.4761904762,
-      "f": 0.4347826087
+      "p": 0.8387096774,
+      "r": 0.8965517241,
+      "f": 0.8666666667
     },
     "csubj": {
-      "p": 0.6111111111,
-      "r": 0.55,
-      "f": 0.5789473684
+      "p": 0.45,
+      "r": 0.45,
+      "f": 0.45
     },
     "dep": {
       "p": 0.0,
@@ -182,16 +182,16 @@
       "f": 0.0
     }
   },
-  "ents_p": 0.7652916074,
-  "ents_r": 0.7441217151,
-  "ents_f": 0.7545582048,
+  "ents_p": 0.7845934379,
+  "ents_r": 0.7607192254,
+  "ents_f": 0.7724719101,
   "ents_per_type": {
-    "ORG": {
+    "PERSON": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "PERSON": {
+    "GPE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
@@ -206,12 +206,17 @@
       "r": 0.0,
       "f": 0.0
     },
-    "NORP": {
+    "ORG": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "DATE": {
+    "WORK_OF_ART": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "PRODUCT": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
@@ -221,12 +226,12 @@
       "r": 0.0,
       "f": 0.0
     },
-    "PRODUCT": {
+    "NORP": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "GPE": {
+    "DATE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
@@ -246,12 +251,12 @@
       "r": 0.0,
       "f": 0.0
     },
-    "LOC": {
+    "PERCENT": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "WORK_OF_ART": {
+    "LOC": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
@@ -266,77 +271,72 @@
       "r": 0.0,
       "f": 0.0
     },
-    "PERCENT": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
-    },
     "LAW": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     }
   },
-  "speed": 10256.4374458498,
+  "speed": 10089.2857654723,
   "token_acc": 0.9997165842,
   "token_p": 0.9974281853,
   "token_r": 0.9975586363,
   "token_f": 0.9974934066,
-  "pos_acc": 0.9661941112,
-  "morph_acc": 0.9635947213,
-  "morph_micro_p": 0.9722389581,
-  "morph_micro_r": 0.9551518463,
-  "morph_micro_f": 0.9636196601,
+  "pos_acc": 0.9666739368,
+  "morph_acc": 0.9639000982,
+  "morph_micro_p": 0.9741415265,
+  "morph_micro_r": 0.9571096845,
+  "morph_micro_f": 0.965550503,
   "morph_per_feat": {
     "Person": {
-      "p": 0.9892891918,
-      "r": 0.9713193117,
-      "f": 0.9802219006
+      "p": 0.994157741,
+      "r": 0.9760994264,
+      "f": 0.9850458273
     },
     "Poss": {
-      "p": 0.9811320755,
-      "r": 0.9961685824,
-      "f": 0.9885931559
+      "p": 0.9886363636,
+      "r": 1.0,
+      "f": 0.9942857143
     },
     "PronType": {
-      "p": 0.9880647911,
-      "r": 0.9634247714,
-      "f": 0.9755892256
+      "p": 0.9914965986,
+      "r": 0.9692435578,
+      "f": 0.9802437999
     },
     "Gender": {
-      "p": 0.9345253747,
-      "r": 0.90409565,
-      "f": 0.9190587018
+      "p": 0.9321944809,
+      "r": 0.9023149326,
+      "f": 0.9170113754
     },
     "Number": {
-      "p": 0.9816793893,
-      "r": 0.9624307738,
-      "f": 0.9719597914
+      "p": 0.9844227245,
+      "r": 0.9648256249,
+      "f": 0.9745256633
     },
     "Tense": {
-      "p": 0.9805339266,
-      "r": 0.9692138538,
-      "f": 0.9748410285
+      "p": 0.9838530067,
+      "r": 0.9714128642,
+      "f": 0.977593361
     },
     "VerbForm": {
-      "p": 0.9623188406,
-      "r": 0.9557394746,
-      "f": 0.9590178733
+      "p": 0.9687726943,
+      "r": 0.9600575747,
+      "f": 0.9643954455
     },
     "Degree": {
-      "p": 0.9655677656,
-      "r": 0.9468390805,
-      "f": 0.9561117156
+      "p": 0.9598246896,
+      "r": 0.9439655172,
+      "f": 0.9518290474
     },
     "Definite": {
-      "p": 0.9942680776,
-      "r": 0.9925176056,
-      "f": 0.9933920705
+      "p": 0.9964757709,
+      "r": 0.9955985915,
+      "f": 0.9960369881
     },
     "Case": {
-      "p": 0.998,
-      "r": 0.9940239044,
-      "f": 0.996007984
+      "p": 0.998003992,
+      "r": 0.9960159363,
+      "f": 0.9970089731
     },
     "Reflex": {
       "p": 1.0,
@@ -345,9 +345,9 @@
     },
     "Abbr": {
       "p": 1.0,
-      "r": 0.5,
-      "f": 0.6666666667
+      "r": 0.5555555556,
+      "f": 0.7142857143
     }
   },
-  "lemma_acc": 0.9417537126
+  "lemma_acc": 0.9568877162
 }

lemmatizer/cfg

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 }

lemmatizer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a930ffab83ea245ace02a91e5b332dff291f73bdf2833e42950d3be6b47e65db
-size 463714
+oid sha256:a1187f468c84c03816a17d6c97a314c5cbaaa30b602717f50a7b7184431b285b
+size 408618

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"nl",
   "name":"core_news_lg",
-  "version":"3.3.0",
+  "version":"3.4.0",
   "description":"Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
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@@ -72,6 +72,7 @@
       "Number=Sing|POS=PROPN",
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       "POS=AUX|VerbForm=Part",
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       "WW|vd|nom|met-e|zonder-n",
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@@ -375,177 +377,177 @@
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@@ -558,16 +560,16 @@
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@@ -582,12 +584,17 @@
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@@ -597,12 +604,12 @@
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@@ -622,12 +629,12 @@
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@@ -642,77 +649,72 @@
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