osanseviero HF staff commited on Nov 11, 2021

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9a9994d

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1 Parent(s): d9fe28f

Update spaCy pipeline

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LICENSES_SOURCES +3 -3
README.md +32 -26
accuracy.json +170 -164
attribute_ruler/patterns +0 -0
ca_core_news_md-any-py3-none-any.whl +2 -2
config.cfg +30 -26
lemmatizer/lookups/lookups.bin +2 -2
meta.json +222 -238
morphologizer/cfg +95 -137
morphologizer/model +0 -0
ner/model +0 -0
ner/moves +1 -1
parser/model +0 -0
parser/moves +1 -1
senter/cfg +1 -1
senter/model +0 -0
tok2vec/model +0 -0
tokenizer +2 -2
vocab/strings.json +2 -2
vocab/vectors.cfg +3 -0

LICENSES_SOURCES CHANGED Viewed

@@ -1,4 +1,4 @@
-# UD Catalan AnCora v2.7
 * Author: Martínez Alonso, Héctor; Pascual, Elena; Zeman, Daniel
 * URL: https://github.com/UniversalDependencies/UD_Catalan-AnCora
@@ -11,10 +11,10 @@ http://www.gnu.org/licenses/gpl.html```
-# NER4conllu (Named Entites from Ancora Corpus) v1.0.1
 * Author: Carlos Rodríguez-Penagos and Carme Armentano-Oller
-* URL: http://doi.org/10.5281/zenodo.4761746
 * License: CC BY 4.0
 ```

+# UD Catalan AnCora v2.8
 * Author: Martínez Alonso, Héctor; Pascual, Elena; Zeman, Daniel
 * URL: https://github.com/UniversalDependencies/UD_Catalan-AnCora
+# UD Catalan AnCora v2.8 + NER v3.2.8
 * Author: Carlos Rodríguez-Penagos and Carme Armentano-Oller
+* URL: https://github.com/TeMU-BSC/spacy/releases/tag/3.2.8
 * License: CC BY 4.0
 ```

README.md CHANGED Viewed

@@ -14,47 +14,47 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.8389803162
     - name: NER Recall
       type: recall
-      value: 0.8411517308
     - name: NER F Score
       type: f_score
-      value: 0.8400646204
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
-      value: 0.9776467349
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
-      value: 0.9900642899
     - name: SENTER Recall
       type: recall
-      value: 0.9912229374
     - name: SENTER F Score
       type: f_score
-      value: 0.9906432749
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.9132771587
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
-      value: 0.9132771587
 ---
 ### Details: https://spacy.io/models/ca#ca_core_news_md
@@ -63,12 +63,12 @@ Catalan pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 | Feature | Description |
 | --- | --- |
 | **Name** | `ca_core_news_md` |
-| **Version** | `3.1.0` |
-| **spaCy** | `>=3.1.0,<3.2.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
-| **Sources** | [UD Catalan AnCora v2.7](https://github.com/UniversalDependencies/UD_Catalan-AnCora) (Martínez Alonso, Héctor; Pascual, Elena; Zeman, Daniel)<br />[NER4conllu (Named Entites from Ancora Corpus) v1.0.1](http://doi.org/10.5281/zenodo.4761746) (Carlos Rodríguez-Penagos and Carme Armentano-Oller)<br />[Catalan Lemmatizer](https://github.com/explosion/spacy-lookups-data) (Text Mining Unit, Barcelona Supercomputing Center)<br />[Catalan Word Embeddings in FastText (Version 1.0)](http://doi.org/10.5281/zenodo.4522041) (Gutiérrez-Fandiño, Asier, Armengol-Estapé, Jordi, Gonzalez-Agirre, Aitor, Carrino, Casimiro Pio, de Gibert, Ona, & Villegas, Marta) |
 | **License** | `GNU GPL 3.0` |
 | **Author** | [Explosion](https://explosion.ai) |
@@ -76,11 +76,11 @@ Catalan pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 <details>
-<summary>View label scheme (340 labels for 4 components)</summary>
 | Component | Labels |
 | --- | --- |
-| **`morphologizer`** | `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=PROPN`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Brck`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Brck`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `AdpType=Prep\|POS=ADP`, `NumType=Card\|Number=Plur\|POS=NUM`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=ADJ`, `POS=CCONJ`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `NumForm=Digit\|NumType=Card\|POS=NUM`, `NumForm=Digit\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Comm`, `POS=AUX\|Person=3\|VerbForm=Inf`, `AdpType=Preppron\|POS=ADP`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Peri`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `POS=SCONJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=AUX\|VerbForm=Inf`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Acc,Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=VERB\|VerbForm=Ger`, `POS=VERB\|VerbForm=Inf`, `POS=NOUN`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `POS=SYM`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=ADV\|Polarity=Neg`, `POS=ADV`, `Number=Sing\|POS=PRON\|PronType=Dem`, `Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `AdpType=Prep\|Degree=Cmp\|POS=ADV`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `NumType=Card\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADV`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=DET\|PronType=Ind`, `POS=PUNCT`, `Number=Sing\|POS=DET\|PronType=Rel`, `POS=PRON\|Person=3`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `AdvType=Tim\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=VERB\|Person=3\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=PUNCT\|PunctType=Semi`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `AdpType=Prep\|POS=ADV`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NUM`, `POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `NumForm=Digit\|POS=SYM`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=PART`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `AdpType=Preppron\|Degree=Cmp\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Dash`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PUNCT\|PunctType=Colo`, `Gender=Masc\|NumType=Card\|POS=NUM`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Sing\|POS=PRON\|PronType=Int`, `POS=PUNCT\|PunctType=Quot`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `POS=AUX\|VerbForm=Ger`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AdpType=Preppron\|POS=ADV`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `NumForm=Digit\|NumType=Frac\|POS=NUM`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|POS=NOUN`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=VERB\|Person=3\|VerbForm=Ger`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `POS=X`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=DET\|PronType=Dem`, `POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=DET\|PronType=Art`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `POS=PRON\|PronType=Ind`, `Case=Acc,Dat\|Number=Plur\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=AUX\|Person=3\|VerbForm=Ger`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Qest`, `NumForm=Digit\|NumType=Ord\|POS=ADJ`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `NumForm=Digit\|NumType=Frac\|POS=SYM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Qest`, `NumType=Card\|Number=Sing\|POS=NUM`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Excl`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Excl`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `Case=Acc,Nom\|Number=Plur\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Mood=Sub\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Comm`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Comm`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc,Nom\|Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Nom\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|NumType=Card\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `AdvType=Tim\|Degree=Cmp\|POS=ADV`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `POS=DET\|PronType=Rel`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `POS=INTJ`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=VERB\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Ger`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|POS=SYM`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `AdpType=Prep\|POS=ADJ`, `Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Sing\|POS=AUX\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Inf`, `Degree=Cmp\|POS=ADJ`, `AdvType=Tim\|POS=SYM`, `Number=Plur\|POS=DET\|PronType=Dem` |
 | **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl:pass`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` |
 | **`senter`** | `I`, `S` |
 | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
@@ -91,16 +91,22 @@ Catalan pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 | Type | Score |
 | --- | --- |
-| `TOKEN_ACC` | 99.98 |
-| `TAG_ACC` | 97.76 |
-| `POS_ACC` | 98.34 |
-| `MORPH_ACC` | 97.84 |
-| `LEMMA_ACC` | 87.48 |
-| `DEP_UAS` | 91.33 |
-| `DEP_LAS` | 88.18 |
-| `ENTS_P` | 83.90 |
-| `ENTS_R` | 84.12 |
-| `ENTS_F` | 84.01 |
-| `SENTS_P` | 99.01 |
-| `SENTS_R` | 99.12 |
 | `SENTS_F` | 99.06 |

     metrics:
     - name: NER Precision
       type: precision
+      value: 0.8397144711
     - name: NER Recall
       type: recall
+      value: 0.8372694921
     - name: NER F Score
       type: f_score
+      value: 0.8384901993
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
+      value: 0.9839336996
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
+      value: 0.9912126538
     - name: SENTER Recall
       type: recall
+      value: 0.9900526624
     - name: SENTER F Score
       type: f_score
+      value: 0.9906323185
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
+      value: 0.9175138874
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
+      value: 0.9175138874
 ---
 ### Details: https://spacy.io/models/ca#ca_core_news_md
 | Feature | Description |
 | --- | --- |
 | **Name** | `ca_core_news_md` |
+| **Version** | `3.2.0` |
+| **spaCy** | `>=3.2.0,<3.3.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
+| **Sources** | [UD Catalan AnCora v2.8](https://github.com/UniversalDependencies/UD_Catalan-AnCora) (Martínez Alonso, Héctor; Pascual, Elena; Zeman, Daniel)<br />[UD Catalan AnCora v2.8 + NER v3.2.8](https://github.com/TeMU-BSC/spacy/releases/tag/3.2.8) (Carlos Rodríguez-Penagos and Carme Armentano-Oller)<br />[Catalan Lemmatizer](https://github.com/explosion/spacy-lookups-data) (Text Mining Unit, Barcelona Supercomputing Center)<br />[Catalan Word Embeddings in FastText (Version 1.0)](http://doi.org/10.5281/zenodo.4522041) (Gutiérrez-Fandiño, Asier, Armengol-Estapé, Jordi, Gonzalez-Agirre, Aitor, Carrino, Casimiro Pio, de Gibert, Ona, & Villegas, Marta) |
 | **License** | `GNU GPL 3.0` |
 | **Author** | [Explosion](https://explosion.ai) |
 <details>
+<summary>View label scheme (318 labels for 4 components)</summary>
 | Component | Labels |
 | --- | --- |
+| **`morphologizer`** | `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=PROPN`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Brck`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Brck`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=ADP`, `NumType=Card\|Number=Plur\|POS=NUM`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=ADJ`, `POS=CCONJ`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `NumForm=Digit\|NumType=Card\|POS=NUM`, `NumForm=Digit\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Comm`, `POS=AUX\|VerbForm=Inf`, `Case=Acc,Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=VERB\|VerbForm=Inf`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Peri`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `POS=SCONJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=VERB\|VerbForm=Ger`, `POS=NOUN`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `POS=SYM`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=ADV\|Polarity=Neg`, `POS=ADV`, `Number=Sing\|POS=PRON\|PronType=Dem`, `Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Case=Loc\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Degree=Cmp\|POS=ADV`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `NumType=Card\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=DET\|PronType=Ind`, `POS=PUNCT`, `Number=Sing\|POS=DET\|PronType=Rel`, `Case=Gen\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=DET\|PronType=Ind`, `POS=AUX`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Number=Sing\|POS=VERB`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem,Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `AdvType=Tim\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `POS=PUNCT\|PunctType=Semi`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `NumForm=Digit\|POS=SYM`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=PART`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Dash`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `POS=PUNCT\|PunctType=Colo`, `Gender=Masc\|NumType=Card\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Int`, `POS=PUNCT\|PunctType=Quot`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `POS=AUX\|VerbForm=Ger`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|Polite=Infm\|PrepCase=Npr\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `NumForm=Digit\|NumType=Frac\|POS=NUM`, `POS=VERB`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|POS=NOUN`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|Polite=Infm\|PronType=Prs`, `POS=X`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Dem`, `POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Qest`, `NumForm=Digit\|NumType=Ord\|POS=ADJ`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `NumForm=Digit\|NumType=Frac\|POS=SYM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Qest`, `NumType=Card\|Number=Sing\|POS=NUM`, `Foreign=Yes\|POS=PRON\|PronType=Int`, `Foreign=Yes\|Mood=Ind\|POS=VERB\|VerbForm=Fin`, `Foreign=Yes\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Excl`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Excl`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Mood=Sub\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Comm`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Comm`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Nom\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|NumType=Card\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `AdvType=Tim\|Degree=Cmp\|POS=ADV`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|Polite=Infm\|PrepCase=Pre\|PronType=Prs`, `POS=DET\|PronType=Rel`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `POS=INTJ`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=VERB\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Foreign=Yes\|POS=NOUN`, `Foreign=Yes\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Foreign=Yes\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Foreign=Yes\|POS=SCONJ`, `Foreign=Yes\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|POS=SYM`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Definite=Def\|Foreign=Yes\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Foreign=Yes\|POS=VERB`, `Foreign=Yes\|POS=ADJ`, `Foreign=Yes\|POS=DET`, `Foreign=Yes\|POS=ADV`, `POS=PUNCT\|PunctSide=Fin\|Punta d'aignctType=Brck`, `Degree=Cmp\|POS=ADJ`, `AdvType=Tim\|POS=SYM`, `Number=Plur\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin` |
 | **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl:pass`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` |
 | **`senter`** | `I`, `S` |
 | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
 | Type | Score |
 | --- | --- |
+| `TOKEN_ACC` | 99.97 |
+| `TOKEN_P` | 99.78 |
+| `TOKEN_R` | 99.79 |
+| `TOKEN_F` | 99.79 |
+| `POS_ACC` | 98.39 |
+| `MORPH_ACC` | 98.01 |
+| `MORPH_MICRO_P` | 99.47 |
+| `MORPH_MICRO_R` | 98.89 |
+| `MORPH_MICRO_F` | 99.18 |
+| `SENTS_P` | 99.12 |
+| `SENTS_R` | 99.01 |
 | `SENTS_F` | 99.06 |
+| `DEP_UAS` | 91.75 |
+| `DEP_LAS` | 88.76 |
+| `TAG_ACC` | 98.39 |
+| `LEMMA_ACC` | 97.54 |
+| `ENTS_P` | 83.97 |
+| `ENTS_R` | 83.73 |
+| `ENTS_F` | 83.85 |

accuracy.json CHANGED Viewed

@@ -1,113 +1,103 @@
 {
-  "token_acc": 0.9998490968,
-  "tag_acc": 0.9776467349,
-  "pos_acc": 0.983437092,
-  "morph_acc": 0.9784104937,
-  "lemma_acc": 0.8747669525,
-  "dep_uas": 0.9132771587,
-  "dep_las": 0.8818410898,
-  "ents_p": 0.8389803162,
-  "ents_r": 0.8411517308,
-  "ents_f": 0.8400646204,
-  "sents_p": 0.9900642899,
-  "sents_r": 0.9912229374,
-  "sents_f": 0.9906432749,
-  "speed": 5743.5244213567,
   "morph_per_feat": {
-    "AdpType": {
-      "p": 0.9983977783,
-      "r": 0.9960571185,
-      "f": 0.9972260749
-    },
     "Mood": {
-      "p": 0.9933217907,
-      "r": 0.9879458795,
-      "f": 0.9906265417
     },
     "Number": {
-      "p": 0.9977429227,
-      "r": 0.9906183531,
-      "f": 0.9941678738
     },
     "Person": {
-      "p": 0.9958736993,
-      "r": 0.9882499555,
-      "f": 0.9920471808
     },
     "Tense": {
-      "p": 0.9882278747,
-      "r": 0.9855345912,
-      "f": 0.9868793954
     },
     "VerbForm": {
-      "p": 0.9905320709,
-      "r": 0.989344699,
-      "f": 0.9899380289
     },
     "Gender": {
-      "p": 0.9933816577,
-      "r": 0.9848461178,
-      "f": 0.9890954734
     },
     "NumType": {
-      "p": 0.9721955896,
-      "r": 0.9557021678,
-      "f": 0.963878327
     },
     "Definite": {
-      "p": 0.9903225806,
-      "r": 0.9931493815,
-      "f": 0.9917339667
     },
     "PronType": {
-      "p": 0.9946860854,
-      "r": 0.9907861204,
-      "f": 0.9927322726
     },
     "PunctType": {
-      "p": 0.9998172515,
-      "r": 0.9972657674,
-      "f": 0.9985398795
     },
     "NumForm": {
-      "p": 0.9832167832,
-      "r": 0.9873595506,
-      "f": 0.9852838122
     },
     "Polarity": {
-      "p": 0.9967213115,
-      "r": 0.9838187702,
-      "f": 0.990228013
     },
     "Case": {
-      "p": 0.9967462039,
-      "r": 0.9913700108,
-      "f": 0.9940508383
     },
     "PrepCase": {
-      "p": 1.0,
-      "r": 0.9983766234,
-      "f": 0.9991876523
     },
     "Reflex": {
-      "p": 1.0,
-      "r": 0.9983579639,
-      "f": 0.9991783073
     },
     "Degree": {
-      "p": 0.9929577465,
       "r": 0.9964664311,
-      "f": 0.9947089947
     },
     "Poss": {
       "p": 1.0,
-      "r": 0.9971509972,
-      "f": 0.9985734665
     },
     "AdvType": {
-      "p": 0.9448818898,
-      "r": 0.8759124088,
-      "f": 0.9090909091
     },
     "PunctSide": {
       "p": 0.9975786925,
@@ -118,133 +108,143 @@
       "p": 1.0,
       "r": 1.0,
       "f": 1.0
     }
   },
   "dep_las_per_type": {
     "nsubj": {
-      "p": 0.8816199377,
-      "r": 0.8773682398,
-      "f": 0.8794889503
     },
     "flat": {
-      "p": 0.8604525862,
-      "r": 0.8712493181,
-      "f": 0.8658172947
     },
     "case": {
-      "p": 0.9694312508,
-      "r": 0.9700219352,
-      "f": 0.969726503
     },
     "aux": {
-      "p": 0.9626421224,
       "r": 0.9492792312,
-      "f": 0.9559139785
     },
     "root": {
-      "p": 0.9368790181,
-      "r": 0.9379754242,
-      "f": 0.9374269006
     },
     "nummod": {
-      "p": 0.9281867145,
-      "r": 0.9102112676,
-      "f": 0.9191111111
     },
     "obj": {
-      "p": 0.8428425879,
-      "r": 0.8504240555,
-      "f": 0.846616349
     },
     "det": {
-      "p": 0.9856465462,
-      "r": 0.988306348,
-      "f": 0.9869746551
     },
     "nmod": {
-      "p": 0.8228150076,
-      "r": 0.8127677806,
-      "f": 0.8177605345
     },
     "amod": {
-      "p": 0.9189086775,
-      "r": 0.9154397886,
-      "f": 0.9171709531
     },
     "obl": {
-      "p": 0.7076177895,
-      "r": 0.7347965249,
-      "f": 0.7209510991
     },
     "cc": {
-      "p": 0.9239543726,
-      "r": 0.9169811321,
-      "f": 0.9204545455
     },
     "fixed": {
-      "p": 0.9154275093,
-      "r": 0.9095106187,
-      "f": 0.912459472
     },
     "conj": {
-      "p": 0.6722063037,
-      "r": 0.6718213058,
-      "f": 0.6720137496
     },
     "advmod": {
-      "p": 0.8542274052,
-      "r": 0.848783314,
-      "f": 0.8514966579
     },
     "advcl": {
-      "p": 0.6209876543,
-      "r": 0.62875,
-      "f": 0.6248447205
     },
     "compound": {
-      "p": 0.8684210526,
-      "r": 0.816254417,
-      "f": 0.8415300546
     },
     "mark": {
-      "p": 0.8895315211,
-      "r": 0.8895315211,
-      "f": 0.8895315211
     },
     "cop": {
-      "p": 0.8448979592,
-      "r": 0.8961038961,
-      "f": 0.8697478992
     },
     "ccomp": {
-      "p": 0.7922374429,
-      "r": 0.7745535714,
-      "f": 0.7832957111
     },
     "acl": {
-      "p": 0.7246511628,
-      "r": 0.7519305019,
-      "f": 0.7380388441
     },
     "expl:pass": {
-      "p": 0.7,
-      "r": 0.4666666667,
-      "f": 0.56
     },
     "appos": {
-      "p": 0.664556962,
-      "r": 0.6679389313,
-      "f": 0.6662436548
     },
     "xcomp": {
-      "p": 0.8089622642,
-      "r": 0.8032786885,
-      "f": 0.8061104583
     },
     "iobj": {
-      "p": 0.7435897436,
-      "r": 0.4806629834,
-      "f": 0.5838926174
     },
     "dep": {
       "p": 0.0,
@@ -252,14 +252,14 @@
       "f": 0.0
     },
     "csubj": {
-      "p": 0.6346153846,
-      "r": 0.6226415094,
-      "f": 0.6285714286
     },
     "parataxis": {
-      "p": 0.6326530612,
-      "r": 0.4558823529,
-      "f": 0.5299145299
     },
     "nsubj:pass": {
       "p": 0.0,
@@ -272,26 +272,32 @@
       "f": 0.0
     }
   },
   "ents_per_type": {
     "ORG": {
-      "p": 0.8502722323,
-      "r": 0.8449053201,
-      "f": 0.8475802804
     },
     "LOC": {
-      "p": 0.8653846154,
-      "r": 0.8690987124,
-      "f": 0.8672376874
     },
     "MISC": {
-      "p": 0.6901408451,
-      "r": 0.6396866841,
-      "f": 0.6639566396
     },
     "PER": {
-      "p": 0.8611898017,
-      "r": 0.9115442279,
-      "f": 0.8856518572
     }
-  }
 }

 {
+  "token_acc": 0.9996638134,
+  "token_p": 0.9978112128,
+  "token_r": 0.9979488063,
+  "token_f": 0.9978800048,
+  "pos_acc": 0.9839336996,
+  "morph_acc": 0.9800786505,
+  "morph_micro_p": 0.9946844119,
+  "morph_micro_r": 0.9889335916,
+  "morph_micro_f": 0.9918006655,
   "morph_per_feat": {
     "Mood": {
+      "p": 0.9933250927,
+      "r": 0.9886811024,
+      "f": 0.9909976569
     },
     "Number": {
+      "p": 0.9977591441,
+      "r": 0.9907762983,
+      "f": 0.9942554609
     },
     "Person": {
+      "p": 0.9957333333,
+      "r": 0.9904509284,
+      "f": 0.9930851064
     },
     "Tense": {
+      "p": 0.9884186144,
+      "r": 0.9842734326,
+      "f": 0.9863416684
     },
     "VerbForm": {
+      "p": 0.9921291355,
+      "r": 0.9906753697,
+      "f": 0.9914017197
     },
     "Gender": {
+      "p": 0.993537729,
+      "r": 0.9846865068,
+      "f": 0.9890923163
     },
     "NumType": {
+      "p": 0.969348659,
+      "r": 0.9538171536,
+      "f": 0.96152019
     },
     "Definite": {
+      "p": 0.9929078014,
+      "r": 0.9899823217,
+      "f": 0.9914429035
     },
     "PronType": {
+      "p": 0.9950805768,
+      "r": 0.9908783784,
+      "f": 0.9929750317
     },
     "PunctType": {
+      "p": 0.9994516542,
+      "r": 0.9970824216,
+      "f": 0.9982656321
     },
     "NumForm": {
+      "p": 0.9817158931,
+      "r": 0.9803370787,
+      "f": 0.9810260014
     },
     "Polarity": {
+      "p": 1.0,
+      "r": 0.9870550162,
+      "f": 0.993485342
     },
     "Case": {
+      "p": 0.9949790795,
+      "r": 0.9900083264,
+      "f": 0.9924874791
     },
     "PrepCase": {
+      "p": 0.9972375691,
+      "r": 0.9972375691,
+      "f": 0.9972375691
     },
     "Reflex": {
+      "p": 0.998603352,
+      "r": 0.9972105997,
+      "f": 0.9979064899
     },
     "Degree": {
+      "p": 1.0,
       "r": 0.9964664311,
+      "f": 0.9982300885
     },
     "Poss": {
       "p": 1.0,
+      "r": 0.9886039886,
+      "f": 0.994269341
     },
     "AdvType": {
+      "p": 0.9402985075,
+      "r": 0.9197080292,
+      "f": 0.9298892989
     },
     "PunctSide": {
       "p": 0.9975786925,
       "p": 1.0,
       "r": 1.0,
       "f": 1.0
+    },
+    "Polite": {
+      "p": 1.0,
+      "r": 0.75,
+      "f": 0.8571428571
     }
   },
+  "sents_p": 0.9912126538,
+  "sents_r": 0.9900526624,
+  "sents_f": 0.9906323185,
+  "dep_uas": 0.9175138874,
+  "dep_las": 0.8876269604,
   "dep_las_per_type": {
     "nsubj": {
+      "p": 0.8927203065,
+      "r": 0.8828797795,
+      "f": 0.8877727745
     },
     "flat": {
+      "p": 0.8611702128,
+      "r": 0.8846994536,
+      "f": 0.8727762803
     },
     "case": {
+      "p": 0.9696275762,
+      "r": 0.9672959,
+      "f": 0.9684603347
     },
     "aux": {
+      "p": 0.964208243,
       "r": 0.9492792312,
+      "f": 0.9566854991
     },
     "root": {
+      "p": 0.9436950147,
+      "r": 0.9414862493,
+      "f": 0.942589338
     },
     "nummod": {
+      "p": 0.921005386,
+      "r": 0.9031690141,
+      "f": 0.912
     },
     "obj": {
+      "p": 0.8467702768,
+      "r": 0.8641883519,
+      "f": 0.8553906537
     },
     "det": {
+      "p": 0.9821811936,
+      "r": 0.9823920979,
+      "f": 0.9822866345
     },
     "nmod": {
+      "p": 0.8269023496,
+      "r": 0.8215892054,
+      "f": 0.8242372153
     },
     "amod": {
+      "p": 0.9207132018,
+      "r": 0.9158490566,
+      "f": 0.9182746879
     },
     "obl": {
+      "p": 0.7274384686,
+      "r": 0.7267759563,
+      "f": 0.7271070615
     },
     "cc": {
+      "p": 0.9284357188,
+      "r": 0.9237555135,
+      "f": 0.9260897031
     },
     "fixed": {
+      "p": 0.899009901,
+      "r": 0.902584493,
+      "f": 0.9007936508
     },
     "conj": {
+      "p": 0.6830537883,
+      "r": 0.6764032073,
+      "f": 0.6797122302
     },
     "advmod": {
+      "p": 0.8654524089,
+      "r": 0.8573923166,
+      "f": 0.8614035088
     },
     "advcl": {
+      "p": 0.6379100851,
+      "r": 0.65625,
+      "f": 0.6469500924
     },
     "compound": {
+      "p": 0.8825757576,
+      "r": 0.8411552347,
+      "f": 0.8613678373
     },
     "mark": {
+      "p": 0.8910482921,
+      "r": 0.8853130486,
+      "f": 0.8881714118
     },
     "cop": {
+      "p": 0.8377281947,
+      "r": 0.8939393939,
+      "f": 0.864921466
     },
     "ccomp": {
+      "p": 0.8120805369,
+      "r": 0.8120805369,
+      "f": 0.8120805369
     },
     "acl": {
+      "p": 0.7249310028,
+      "r": 0.7591522158,
+      "f": 0.7416470588
     },
     "expl:pass": {
+      "p": 0.7037037037,
+      "r": 0.4130434783,
+      "f": 0.5205479452
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     "appos": {
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 }

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config.cfg CHANGED Viewed

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/ca-core-news/train.spacy"
-dev = "corpus/ca-core-news/dev.spacy"
-vectors = "corpus/ca_vectors"
-raw = null
 init_tok2vec = null
-vocab_data = null
 [system]
 gpu_allocator = null
@@ -24,6 +22,7 @@ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 [components.attribute_ruler]
 factory = "attribute_ruler"
 validate = false
 [components.lemmatizer]
@@ -31,9 +30,13 @@ factory = "lemmatizer"
 mode = "rule"
 model = null
 overwrite = false
 [components.morphologizer]
 factory = "morphologizer"
 [components.morphologizer.model]
 @architectures = "spacy.Tagger.v1"
@@ -48,6 +51,7 @@ upstream = "tok2vec"
 factory = "ner"
 incorrect_spans_key = null
 moves = null
 update_with_oracle_cut_size = 100
 [components.ner.model]
@@ -65,8 +69,8 @@ nO = null
 [components.ner.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
 include_static_vectors = true
 [components.ner.model.tok2vec.encode]
@@ -81,6 +85,7 @@ factory = "parser"
 learn_tokens = false
 min_action_freq = 30
 moves = null
 update_with_oracle_cut_size = 100
 [components.parser.model]
@@ -99,6 +104,8 @@ upstream = "tok2vec"
 [components.senter]
 factory = "senter"
 [components.senter.model]
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@@ -110,8 +117,8 @@ nO = null
 [components.senter.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 16
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [1000,500,500,500]
 include_static_vectors = true
 [components.senter.model.tok2vec.encode]
@@ -130,8 +137,8 @@ factory = "tok2vec"
 [components.tok2vec.model.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
 include_static_vectors = true
 [components.tok2vec.model.encode]
@@ -145,22 +152,19 @@ maxout_pieces = 3
 [corpora.dev]
 @readers = "spacy.Corpus.v1"
-limit = 0
-max_length = 0
-path = ${paths:dev}
 gold_preproc = false
 augmenter = null
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 gold_preproc = false
 limit = 0
-[corpora.train.augmenter]
-@augmenters = "spacy.lower_case.v1"
-level = 0.1
 [training]
 train_corpus = "corpora.train"
@@ -191,9 +195,8 @@ compound = 1.001
 t = 0.0
 [training.logger]
-@loggers = "spacy.WandbLogger.v1"
-project_name = "spacy-v3.0.0a2"
-remove_config_values = []
 [training.optimizer]
 @optimizers = "Adam.v1"
@@ -216,16 +219,17 @@ dep_las_per_type = null
 sents_p = null
 sents_r = null
 sents_f = 0.02
-lemma_acc = 0.33
-ents_f = 0.33
 ents_p = 0.0
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 ents_per_type = null
 [pretraining]
 [initialize]
-vocab_data = ${paths.vocab_data}
 vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 before_init = null

 [paths]
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 init_tok2vec = null
 [system]
 gpu_allocator = null
 [components.attribute_ruler]
 factory = "attribute_ruler"
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 validate = false
 [components.lemmatizer]
 mode = "rule"
 model = null
 overwrite = false
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 [components.morphologizer]
 factory = "morphologizer"
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 [components.morphologizer.model]
 @architectures = "spacy.Tagger.v1"
 factory = "ner"
 incorrect_spans_key = null
 moves = null
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 update_with_oracle_cut_size = 100
 [components.ner.model]
 [components.ner.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 [components.ner.model.tok2vec.encode]
 learn_tokens = false
 min_action_freq = 30
 moves = null
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
 update_with_oracle_cut_size = 100
 [components.parser.model]
 [components.senter]
 factory = "senter"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
 [components.senter.model]
 @architectures = "spacy.Tagger.v1"
 [components.senter.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 16
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [1000,500,500,500,50]
 include_static_vectors = true
 [components.senter.model.tok2vec.encode]
 [components.tok2vec.model.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 [components.tok2vec.model.encode]
 [corpora.dev]
 @readers = "spacy.Corpus.v1"
+path = ${paths.dev}
 gold_preproc = false
+max_length = 0
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 augmenter = null
 [corpora.train]
 @readers = "spacy.Corpus.v1"
+path = ${paths.train}
 gold_preproc = false
+max_length = 0
 limit = 0
+augmenter = null
 [training]
 train_corpus = "corpora.train"
 t = 0.0
 [training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
 [training.optimizer]
 @optimizers = "Adam.v1"
 sents_p = null
 sents_r = null
 sents_f = 0.02
+lemma_acc = 0.5
+ents_f = 0.16
 ents_p = 0.0
 ents_r = 0.0
 ents_per_type = null
+speed = 0.0
 [pretraining]
 [initialize]
+vocab_data = null
 vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 before_init = null

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meta.json CHANGED Viewed

@@ -1,14 +1,14 @@
 {
   "lang":"ca",
   "name":"core_news_md",
-  "version":"3.1.0",
   "description":"Catalan pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"GNU GPL 3.0",
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-  "spacy_git_version":"caba63b74",
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@@ -28,7 +28,7 @@
       "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
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@@ -38,8 +38,9 @@
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@@ -47,25 +48,22 @@
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@@ -85,9 +83,9 @@
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       "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
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       "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
@@ -99,27 +97,28 @@
       "Gender=Masc|Number=Sing|POS=DET|PronType=Art",
       "Number=Plur|POS=DET|PronType=Ind",
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       "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
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@@ -130,20 +129,17 @@
       "AdvType=Tim|POS=NOUN",
       "Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
       "Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
-      "POS=VERB|Person=3|VerbForm=Inf",
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       "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
       "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
@@ -157,72 +153,58 @@
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       "POS=PART",
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       "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
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-      "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
-      "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
       "POS=X",
       "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin",
-      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
       "Number=Sing|POS=DET|PronType=Dem",
       "POS=DET",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "POS=DET|PronType=Art",
-      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
       "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "NumType=Ord|Number=Sing|POS=ADJ",
       "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
@@ -232,19 +214,12 @@
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-      "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
-      "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
-      "POS=AUX|Person=3|VerbForm=Ger",
       "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
       "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
-      "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
-      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
-      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
       "POS=PUNCT|PunctSide=Fin|PunctType=Qest",
       "NumForm=Digit|NumType=Ord|POS=ADJ",
       "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
@@ -255,32 +230,31 @@
       "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "POS=PUNCT|PunctSide=Ini|PunctType=Qest",
       "NumType=Card|Number=Sing|POS=NUM",
       "POS=PUNCT|PunctSide=Ini|PunctType=Excl",
       "POS=PUNCT|PunctSide=Fin|PunctType=Excl",
       "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin",
-      "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs",
       "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
       "POS=PUNCT|PunctSide=Ini|PunctType=Comm",
       "POS=PUNCT|PunctSide=Fin|PunctType=Comm",
-      "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs",
       "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs",
       "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
       "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
-      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf",
-      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Ger",
       "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
-      "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
       "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
-      "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
       "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
       "POS=VERB|Tense=Past|VerbForm=Part",
-      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
       "Case=Nom|POS=PRON|Person=3|PronType=Prs",
-      "Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
       "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
@@ -293,10 +267,9 @@
       "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
-      "Case=Acc|Gender=Neut|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
       "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
       "AdvType=Tim|Degree=Cmp|POS=ADV",
-      "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
       "POS=DET|PronType=Rel",
       "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
       "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
@@ -304,27 +277,32 @@
       "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "POS=VERB|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
       "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger",
-      "Number=Plur|POS=PRON|Person=1|PronType=Prs",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
-      "Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Ger",
       "Gender=Masc|POS=SYM",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
-      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
-      "AdpType=Prep|POS=ADJ",
       "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
-      "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
-      "Gender=Masc|Number=Sing|POS=PROPN",
-      "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf",
       "Degree=Cmp|POS=ADJ",
       "AdvType=Tim|POS=SYM",
-      "Number=Plur|POS=DET|PronType=Dem"
     ],
     "parser":[
       "ROOT",
@@ -395,115 +373,105 @@
     "senter"
   ],
   "performance":{
-    "token_acc":0.9998490968,
-    "tag_acc":0.9776467349,
-    "pos_acc":0.983437092,
-    "morph_acc":0.9784104937,
-    "lemma_acc":0.8747669525,
-    "dep_uas":0.9132771587,
-    "dep_las":0.8818410898,
-    "ents_p":0.8389803162,
-    "ents_r":0.8411517308,
-    "ents_f":0.8400646204,
-    "sents_p":0.9900642899,
-    "sents_r":0.9912229374,
-    "sents_f":0.9906432749,
-    "speed":5743.5244213567,
     "morph_per_feat":{
-      "AdpType":{
-        "p":0.9983977783,
-        "r":0.9960571185,
-        "f":0.9972260749
-      },
       "Mood":{
-        "p":0.9933217907,
-        "r":0.9879458795,
-        "f":0.9906265417
       },
       "Number":{
-        "p":0.9977429227,
-        "r":0.9906183531,
-        "f":0.9941678738
       },
       "Person":{
-        "p":0.9958736993,
-        "r":0.9882499555,
-        "f":0.9920471808
       },
       "Tense":{
-        "p":0.9882278747,
-        "r":0.9855345912,
-        "f":0.9868793954
       },
       "VerbForm":{
-        "p":0.9905320709,
-        "r":0.989344699,
-        "f":0.9899380289
       },
       "Gender":{
-        "p":0.9933816577,
-        "r":0.9848461178,
-        "f":0.9890954734
       },
       "NumType":{
-        "p":0.9721955896,
-        "r":0.9557021678,
-        "f":0.963878327
       },
       "Definite":{
-        "p":0.9903225806,
-        "r":0.9931493815,
-        "f":0.9917339667
       },
       "PronType":{
-        "p":0.9946860854,
-        "r":0.9907861204,
-        "f":0.9927322726
       },
       "PunctType":{
-        "p":0.9998172515,
-        "r":0.9972657674,
-        "f":0.9985398795
       },
       "NumForm":{
-        "p":0.9832167832,
-        "r":0.9873595506,
-        "f":0.9852838122
       },
       "Polarity":{
-        "p":0.9967213115,
-        "r":0.9838187702,
-        "f":0.990228013
       },
       "Case":{
-        "p":0.9967462039,
-        "r":0.9913700108,
-        "f":0.9940508383
       },
       "PrepCase":{
-        "p":1.0,
-        "r":0.9983766234,
-        "f":0.9991876523
       },
       "Reflex":{
-        "p":1.0,
-        "r":0.9983579639,
-        "f":0.9991783073
       },
       "Degree":{
-        "p":0.9929577465,
         "r":0.9964664311,
-        "f":0.9947089947
       },
       "Poss":{
         "p":1.0,
-        "r":0.9971509972,
-        "f":0.9985734665
       },
       "AdvType":{
-        "p":0.9448818898,
-        "r":0.8759124088,
-        "f":0.9090909091
       },
       "PunctSide":{
         "p":0.9975786925,
@@ -514,133 +482,143 @@
         "p":1.0,
         "r":1.0,
         "f":1.0
       }
     },
     "dep_las_per_type":{
       "nsubj":{
-        "p":0.8816199377,
-        "r":0.8773682398,
-        "f":0.8794889503
       },
       "flat":{
-        "p":0.8604525862,
-        "r":0.8712493181,
-        "f":0.8658172947
       },
       "case":{
-        "p":0.9694312508,
-        "r":0.9700219352,
-        "f":0.969726503
       },
       "aux":{
-        "p":0.9626421224,
         "r":0.9492792312,
-        "f":0.9559139785
       },
       "root":{
-        "p":0.9368790181,
-        "r":0.9379754242,
-        "f":0.9374269006
       },
       "nummod":{
-        "p":0.9281867145,
-        "r":0.9102112676,
-        "f":0.9191111111
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       "obj":{
-        "p":0.8428425879,
-        "r":0.8504240555,
-        "f":0.846616349
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       "det":{
-        "p":0.9856465462,
-        "r":0.988306348,
-        "f":0.9869746551
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       "nmod":{
-        "p":0.8228150076,
-        "r":0.8127677806,
-        "f":0.8177605345
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       "amod":{
-        "p":0.9189086775,
-        "r":0.9154397886,
-        "f":0.9171709531
       },
       "obl":{
-        "p":0.7076177895,
-        "r":0.7347965249,
-        "f":0.7209510991
       },
       "cc":{
-        "p":0.9239543726,
-        "r":0.9169811321,
-        "f":0.9204545455
       },
       "fixed":{
-        "p":0.9154275093,
-        "r":0.9095106187,
-        "f":0.912459472
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       "conj":{
-        "p":0.6722063037,
-        "r":0.6718213058,
-        "f":0.6720137496
       },
       "advmod":{
-        "p":0.8542274052,
-        "r":0.848783314,
-        "f":0.8514966579
       },
       "advcl":{
-        "p":0.6209876543,
-        "r":0.62875,
-        "f":0.6248447205
       },
       "compound":{
-        "p":0.8684210526,
-        "r":0.816254417,
-        "f":0.8415300546
       },
       "mark":{
-        "p":0.8895315211,
-        "r":0.8895315211,
-        "f":0.8895315211
       },
       "cop":{
-        "p":0.8448979592,
-        "r":0.8961038961,
-        "f":0.8697478992
       },
       "ccomp":{
-        "p":0.7922374429,
-        "r":0.7745535714,
-        "f":0.7832957111
       },
       "acl":{
-        "p":0.7246511628,
-        "r":0.7519305019,
-        "f":0.7380388441
       },
       "expl:pass":{
-        "p":0.7,
-        "r":0.4666666667,
-        "f":0.56
       },
       "appos":{
-        "p":0.664556962,
-        "r":0.6679389313,
-        "f":0.6662436548
       },
       "xcomp":{
-        "p":0.8089622642,
-        "r":0.8032786885,
-        "f":0.8061104583
       },
       "iobj":{
-        "p":0.7435897436,
-        "r":0.4806629834,
-        "f":0.5838926174
       },
       "dep":{
         "p":0.0,
@@ -648,14 +626,14 @@
         "f":0.0
       },
       "csubj":{
-        "p":0.6346153846,
-        "r":0.6226415094,
-        "f":0.6285714286
       },
       "parataxis":{
-        "p":0.6326530612,
-        "r":0.4558823529,
-        "f":0.5299145299
       },
       "nsubj:pass":{
         "p":0.0,
@@ -668,39 +646,45 @@
         "f":0.0
       }
     },
     "ents_per_type":{
       "ORG":{
-        "p":0.8502722323,
-        "r":0.8449053201,
-        "f":0.8475802804
       },
       "LOC":{
-        "p":0.8653846154,
-        "r":0.8690987124,
-        "f":0.8672376874
       },
       "MISC":{
-        "p":0.6901408451,
-        "r":0.6396866841,
-        "f":0.6639566396
       },
       "PER":{
-        "p":0.8611898017,
-        "r":0.9115442279,
-        "f":0.8856518572
       }
-    }
   },
   "sources":[
     {
-      "name":"UD Catalan AnCora v2.7",
       "url":"https://github.com/UniversalDependencies/UD_Catalan-AnCora",
       "license":"GNU GPL 3.0",
       "author":"Mart\u00ednez Alonso, H\u00e9ctor; Pascual, Elena; Zeman, Daniel"
     },
     {
-      "name":"NER4conllu (Named Entites from Ancora Corpus) v1.0.1",
-      "url":"http://doi.org/10.5281/zenodo.4761746",
       "license":"CC BY 4.0",
       "author":"Carlos Rodr\u00edguez-Penagos and Carme Armentano-Oller"
     },

 {
   "lang":"ca",
   "name":"core_news_md",
+  "version":"3.2.0",
   "description":"Catalan pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"GNU GPL 3.0",
+  "spacy_version":">=3.2.0,<3.3.0",
+  "spacy_git_version":"bb26550e2",
   "vectors":{
     "width":300,
     "vectors":20000,
       "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
       "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
       "Gender=Fem|Number=Sing|POS=NOUN",
+      "POS=ADP",
       "NumType=Card|Number=Plur|POS=NUM",
       "Gender=Masc|Number=Plur|POS=NOUN",
       "Number=Sing|POS=ADJ",
       "NumForm=Digit|POS=NOUN",
       "Gender=Masc|Number=Plur|POS=ADJ",
       "POS=PUNCT|PunctType=Comm",
+      "POS=AUX|VerbForm=Inf",
+      "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
       "POS=PRON|PronType=Rel",
       "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=DET|PronType=Art",
       "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
       "Gender=Fem|Number=Plur|POS=NOUN",
       "Gender=Fem|Number=Plur|POS=ADJ",
+      "POS=VERB|VerbForm=Inf",
+      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs",
       "Number=Plur|POS=ADJ",
       "POS=PUNCT|PunctType=Peri",
       "Number=Sing|POS=PRON|PronType=Rel",
       "Gender=Masc|Number=Sing|POS=NOUN",
       "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin",
       "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part",
       "POS=SCONJ",
       "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
       "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
       "Definite=Def|Number=Sing|POS=DET|PronType=Art",
       "Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
       "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part",
       "Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
       "POS=VERB|VerbForm=Ger",
       "POS=NOUN",
       "Gender=Fem|NumType=Card|Number=Sing|POS=NUM",
       "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part",
       "Gender=Fem|Number=Sing|POS=ADJ",
       "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
+      "Case=Loc|POS=PRON|Person=3|PronType=Prs",
       "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
+      "Degree=Cmp|POS=ADV",
       "Gender=Fem|Number=Plur|POS=DET|PronType=Art",
       "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
       "Gender=Masc|Number=Sing|POS=DET|PronType=Art",
       "Number=Plur|POS=DET|PronType=Ind",
       "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
       "Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
       "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
       "Gender=Masc|NumType=Card|Number=Sing|POS=NUM",
       "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Number=Sing|POS=DET|PronType=Ind",
       "POS=PUNCT",
       "Number=Sing|POS=DET|PronType=Rel",
+      "Case=Gen|POS=PRON|Person=3|PronType=Prs",
       "Gender=Fem|NumType=Card|Number=Plur|POS=NUM",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "POS=DET|PronType=Ind",
+      "POS=AUX",
       "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs",
       "Degree=Cmp|Number=Sing|POS=ADJ",
+      "Number=Sing|POS=VERB",
       "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
       "Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
       "Gender=Masc|Number=Plur|POS=DET|PronType=Art",
       "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
       "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
       "AdvType=Tim|POS=NOUN",
       "Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
       "Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
       "Gender=Masc|Number=Sing|POS=DET|PronType=Int",
       "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
       "Number=Sing|POS=DET|PronType=Art",
       "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
       "POS=PUNCT|PunctType=Semi",
       "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
       "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Gender=Masc|NumType=Card|Number=Plur|POS=NUM",
       "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
       "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
       "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
       "POS=PART",
       "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
       "Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
       "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
       "POS=ADJ",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
       "Degree=Cmp|Number=Plur|POS=ADJ",
       "POS=PUNCT|PunctType=Dash",
       "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
       "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Gender=Masc|POS=NOUN",
       "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
       "Gender=Fem|Number=Plur|POS=PRON|PronType=Int",
       "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
       "POS=PUNCT|PunctType=Colo",
       "Gender=Masc|NumType=Card|POS=NUM",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Number=Sing|POS=PRON|PronType=Int",
       "POS=PUNCT|PunctType=Quot",
       "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
       "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
       "POS=AUX|VerbForm=Ger",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
       "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
       "Number=Plur|POS=PRON|PronType=Ind",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Npr|PronType=Prs",
       "Gender=Masc|Number=Plur|POS=PRON|PronType=Int",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "NumForm=Digit|NumType=Frac|POS=NUM",
+      "POS=VERB",
       "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
       "Gender=Fem|POS=NOUN",
       "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin",
       "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Number=Plur|POS=PRON|Person=1|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Number=Sing|POS=PRON|Person=2|Polite=Infm|PronType=Prs",
       "POS=X",
       "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin",
       "Number=Sing|POS=DET|PronType=Dem",
       "POS=DET",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "POS=DET|PronType=Art",
       "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "NumType=Ord|Number=Sing|POS=ADJ",
       "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
       "Number=Plur|POS=PRON|PronType=Dem",
       "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
       "POS=PRON|PronType=Ind",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
       "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
       "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
       "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
       "POS=PUNCT|PunctSide=Fin|PunctType=Qest",
       "NumForm=Digit|NumType=Ord|POS=ADJ",
       "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
       "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "POS=PUNCT|PunctSide=Ini|PunctType=Qest",
       "NumType=Card|Number=Sing|POS=NUM",
+      "Foreign=Yes|POS=PRON|PronType=Int",
+      "Foreign=Yes|Mood=Ind|POS=VERB|VerbForm=Fin",
+      "Foreign=Yes|POS=ADP",
+      "Gender=Masc|Number=Sing|POS=PROPN",
       "POS=PUNCT|PunctSide=Ini|PunctType=Excl",
       "POS=PUNCT|PunctSide=Fin|PunctType=Excl",
       "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin",
+      "Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs",
       "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
       "POS=PUNCT|PunctSide=Ini|PunctType=Comm",
       "POS=PUNCT|PunctSide=Fin|PunctType=Comm",
+      "Number=Plur|POS=PRON|Person=2|PronType=Prs",
       "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs",
       "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
       "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
       "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
       "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
       "POS=VERB|Tense=Past|VerbForm=Part",
       "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
       "Case=Nom|POS=PRON|Person=3|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
       "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
       "AdvType=Tim|Degree=Cmp|POS=ADV",
+      "Case=Acc|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Pre|PronType=Prs",
       "POS=DET|PronType=Rel",
       "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
       "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
       "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "POS=VERB|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
       "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
       "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Foreign=Yes|POS=NOUN",
+      "Foreign=Yes|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Foreign=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Foreign=Yes|POS=SCONJ",
+      "Foreign=Yes|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
       "Gender=Masc|POS=SYM",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
       "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=PROPN",
       "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Definite=Def|Foreign=Yes|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Foreign=Yes|POS=VERB",
+      "Foreign=Yes|POS=ADJ",
+      "Foreign=Yes|POS=DET",
+      "Foreign=Yes|POS=ADV",
+      "POS=PUNCT|PunctSide=Fin|Punta d'aignctType=Brck",
       "Degree=Cmp|POS=ADJ",
       "AdvType=Tim|POS=SYM",
+      "Number=Plur|POS=DET|PronType=Dem",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin"
     ],
     "parser":[
       "ROOT",
     "senter"
   ],
   "performance":{
+    "token_acc":0.9996638134,
+    "token_p":0.9978112128,
+    "token_r":0.9979488063,
+    "token_f":0.9978800048,
+    "pos_acc":0.9839336996,
+    "morph_acc":0.9800786505,
+    "morph_micro_p":0.9946844119,
+    "morph_micro_r":0.9889335916,
+    "morph_micro_f":0.9918006655,
     "morph_per_feat":{
       "Mood":{
+        "p":0.9933250927,
+        "r":0.9886811024,
+        "f":0.9909976569
       },
       "Number":{
+        "p":0.9977591441,
+        "r":0.9907762983,
+        "f":0.9942554609
       },
       "Person":{
+        "p":0.9957333333,
+        "r":0.9904509284,
+        "f":0.9930851064
       },
       "Tense":{
+        "p":0.9884186144,
+        "r":0.9842734326,
+        "f":0.9863416684
       },
       "VerbForm":{
+        "p":0.9921291355,
+        "r":0.9906753697,
+        "f":0.9914017197
       },
       "Gender":{
+        "p":0.993537729,
+        "r":0.9846865068,
+        "f":0.9890923163
       },
       "NumType":{
+        "p":0.969348659,
+        "r":0.9538171536,
+        "f":0.96152019
       },
       "Definite":{
+        "p":0.9929078014,
+        "r":0.9899823217,
+        "f":0.9914429035
       },
       "PronType":{
+        "p":0.9950805768,
+        "r":0.9908783784,
+        "f":0.9929750317
       },
       "PunctType":{
+        "p":0.9994516542,
+        "r":0.9970824216,
+        "f":0.9982656321
       },
       "NumForm":{
+        "p":0.9817158931,
+        "r":0.9803370787,
+        "f":0.9810260014
       },
       "Polarity":{
+        "p":1.0,
+        "r":0.9870550162,
+        "f":0.993485342
       },
       "Case":{
+        "p":0.9949790795,
+        "r":0.9900083264,
+        "f":0.9924874791
       },
       "PrepCase":{
+        "p":0.9972375691,
+        "r":0.9972375691,
+        "f":0.9972375691
       },
       "Reflex":{
+        "p":0.998603352,
+        "r":0.9972105997,
+        "f":0.9979064899
       },
       "Degree":{
+        "p":1.0,
         "r":0.9964664311,
+        "f":0.9982300885
       },
       "Poss":{
         "p":1.0,
+        "r":0.9886039886,
+        "f":0.994269341
       },
       "AdvType":{
+        "p":0.9402985075,
+        "r":0.9197080292,
+        "f":0.9298892989
       },
       "PunctSide":{
         "p":0.9975786925,
         "p":1.0,
         "r":1.0,
         "f":1.0
+      },
+      "Polite":{
+        "p":1.0,
+        "r":0.75,
+        "f":0.8571428571
       }
     },
+    "sents_p":0.9912126538,
+    "sents_r":0.9900526624,
+    "sents_f":0.9906323185,
+    "dep_uas":0.9175138874,
+    "dep_las":0.8876269604,
     "dep_las_per_type":{
       "nsubj":{
+        "p":0.8927203065,
+        "r":0.8828797795,
+        "f":0.8877727745
       },
       "flat":{
+        "p":0.8611702128,
+        "r":0.8846994536,
+        "f":0.8727762803
       },
       "case":{
+        "p":0.9696275762,
+        "r":0.9672959,
+        "f":0.9684603347
       },
       "aux":{
+        "p":0.964208243,
         "r":0.9492792312,
+        "f":0.9566854991
       },
       "root":{
+        "p":0.9436950147,
+        "r":0.9414862493,
+        "f":0.942589338
       },
       "nummod":{
+        "p":0.921005386,
+        "r":0.9031690141,
+        "f":0.912
       },
       "obj":{
+        "p":0.8467702768,
+        "r":0.8641883519,
+        "f":0.8553906537
       },
       "det":{
+        "p":0.9821811936,
+        "r":0.9823920979,
+        "f":0.9822866345
       },
       "nmod":{
+        "p":0.8269023496,
+        "r":0.8215892054,
+        "f":0.8242372153
       },
       "amod":{
+        "p":0.9207132018,
+        "r":0.9158490566,
+        "f":0.9182746879
       },
       "obl":{
+        "p":0.7274384686,
+        "r":0.7267759563,
+        "f":0.7271070615
       },
       "cc":{
+        "p":0.9284357188,
+        "r":0.9237555135,
+        "f":0.9260897031
       },
       "fixed":{
+        "p":0.899009901,
+        "r":0.902584493,
+        "f":0.9007936508
       },
       "conj":{
+        "p":0.6830537883,
+        "r":0.6764032073,
+        "f":0.6797122302
       },
       "advmod":{
+        "p":0.8654524089,
+        "r":0.8573923166,
+        "f":0.8614035088
       },
       "advcl":{
+        "p":0.6379100851,
+        "r":0.65625,
+        "f":0.6469500924
       },
       "compound":{
+        "p":0.8825757576,
+        "r":0.8411552347,
+        "f":0.8613678373
       },
       "mark":{
+        "p":0.8910482921,
+        "r":0.8853130486,
+        "f":0.8881714118
       },
       "cop":{
+        "p":0.8377281947,
+        "r":0.8939393939,
+        "f":0.864921466
       },
       "ccomp":{
+        "p":0.8120805369,
+        "r":0.8120805369,
+        "f":0.8120805369
       },
       "acl":{
+        "p":0.7249310028,
+        "r":0.7591522158,
+        "f":0.7416470588
       },
       "expl:pass":{
+        "p":0.7037037037,
+        "r":0.4130434783,
+        "f":0.5205479452
       },
       "appos":{
+        "p":0.6875,
+        "r":0.6857506361,
+        "f":0.6866242038
       },
       "xcomp":{
+        "p":0.8199052133,
+        "r":0.8122065728,
+        "f":0.8160377358
       },
       "iobj":{
+        "p":0.8,
+        "r":0.4919786096,
+        "f":0.6092715232
       },
       "dep":{
         "p":0.0,
         "f":0.0
       },
       "csubj":{
+        "p":0.7083333333,
+        "r":0.641509434,
+        "f":0.6732673267
       },
       "parataxis":{
+        "p":0.652173913,
+        "r":0.4411764706,
+        "f":0.5263157895
       },
       "nsubj:pass":{
         "p":0.0,
         "f":0.0
       }
     },
+    "tag_acc":0.9839336996,
+    "lemma_acc":0.9753868701,
+    "ents_p":0.8397144711,
+    "ents_r":0.8372694921,
+    "ents_f":0.8384901993,
     "ents_per_type":{
       "ORG":{
+        "p":0.8489208633,
+        "r":0.8512173129,
+        "f":0.8500675371
       },
       "LOC":{
+        "p":0.8706411699,
+        "r":0.830472103,
+        "f":0.8500823723
       },
       "MISC":{
+        "p":0.686440678,
+        "r":0.634464752,
+        "f":0.6594301221
       },
       "PER":{
+        "p":0.8624484182,
+        "r":0.940029985,
+        "f":0.8995695839
       }
+    },
+    "speed":5166.5659961711
   },
   "sources":[
     {
+      "name":"UD Catalan AnCora v2.8",
       "url":"https://github.com/UniversalDependencies/UD_Catalan-AnCora",
       "license":"GNU GPL 3.0",
       "author":"Mart\u00ednez Alonso, H\u00e9ctor; Pascual, Elena; Zeman, Daniel"
     },
     {
+      "name":"UD Catalan AnCora v2.8 + NER v3.2.8",
+      "url":"https://github.com/TeMU-BSC/spacy/releases/tag/3.2.8",
       "license":"CC BY 4.0",
       "author":"Carlos Rodr\u00edguez-Penagos and Carme Armentano-Oller"
     },

morphologizer/cfg CHANGED Viewed

@@ -1,4 +1,5 @@
 {
   "labels_morph":{
     "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
     "POS=PROPN":"",
@@ -8,7 +9,7 @@
     "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
     "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
     "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing",
-    "AdpType=Prep|POS=ADP":"AdpType=Prep",
     "NumType=Card|Number=Plur|POS=NUM":"NumType=Card|Number=Plur",
     "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur",
     "Number=Sing|POS=ADJ":"Number=Sing",
@@ -18,8 +19,9 @@
     "NumForm=Digit|POS=NOUN":"NumForm=Digit",
     "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur",
     "POS=PUNCT|PunctType=Comm":"PunctType=Comm",
-    "POS=AUX|Person=3|VerbForm=Inf":"Person=3|VerbForm=Inf",
-    "AdpType=Preppron|POS=ADP":"AdpType=Preppron",
     "POS=PRON|PronType=Rel":"PronType=Rel",
     "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Gender=Fem|Number=Sing|PronType=Art",
@@ -27,25 +29,22 @@
     "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
     "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur",
     "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
     "Number=Plur|POS=ADJ":"Number=Plur",
     "POS=PUNCT|PunctType=Peri":"PunctType=Peri",
     "Number=Sing|POS=PRON|PronType=Rel":"Number=Sing|PronType=Rel",
     "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
     "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
-    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
     "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Plur|VerbForm=Part",
     "POS=SCONJ":"",
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
-    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
     "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
     "Definite=Def|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
     "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Plur|VerbForm=Part",
-    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
     "POS=VERB|VerbForm=Ger":"VerbForm=Ger",
-    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
     "POS=NOUN":"",
     "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":"Gender=Fem|NumType=Card|Number=Sing",
     "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Sing|VerbForm=Part",
@@ -65,9 +64,9 @@
     "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing",
     "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
-    "POS=PRON|Person=3|PronType=Prs":"Person=3|PronType=Prs",
     "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing",
-    "AdpType=Prep|Degree=Cmp|POS=ADV":"AdpType=Prep|Degree=Cmp",
     "Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Gender=Fem|Number=Plur|PronType=Art",
     "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
@@ -79,27 +78,28 @@
     "Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Gender=Masc|Number=Sing|PronType=Art",
     "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
     "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
-    "Degree=Cmp|POS=ADV":"Degree=Cmp",
     "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
     "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":"Gender=Masc|NumType=Card|Number=Sing",
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
-    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
     "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind",
     "POS=PUNCT":"",
     "Number=Sing|POS=DET|PronType=Rel":"Number=Sing|PronType=Rel",
-    "POS=PRON|Person=3":"Person=3",
     "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":"Gender=Fem|NumType=Card|Number=Plur",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "POS=DET|PronType=Ind":"PronType=Ind",
     "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs",
     "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs",
     "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing",
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
     "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
     "Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Gender=Masc|Number=Plur|PronType=Art",
     "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
-    "Number=Sing|POS=PRON|Person=3|PronType=Prs":"Number=Sing|Person=3|PronType=Prs",
     "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
@@ -110,20 +110,17 @@
     "AdvType=Tim|POS=NOUN":"AdvType=Tim",
     "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
     "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
-    "POS=VERB|Person=3|VerbForm=Inf":"Person=3|VerbForm=Inf",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
     "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "Number=Sing|POS=DET|PronType=Art":"Number=Sing|PronType=Art",
     "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
-    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
     "POS=PUNCT|PunctType=Semi":"PunctType=Semi",
     "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
     "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
-    "AdpType=Prep|POS=ADV":"AdpType=Prep",
     "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":"Gender=Masc|NumType=Card|Number=Plur",
-    "POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Person=3|PronType=Prs|VerbForm=Inf",
     "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
@@ -137,72 +134,58 @@
     "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
     "POS=PART":"",
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
-    "AdpType=Preppron|Degree=Cmp|POS=ADV":"AdpType=Preppron|Degree=Cmp",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
     "POS=ADJ":"",
-    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
     "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
     "POS=PUNCT|PunctType=Dash":"PunctType=Dash",
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
-    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
-    "POS=PRON":"",
     "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
-    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
-    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|PronType=Prs",
     "Gender=Masc|POS=NOUN":"Gender=Masc",
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
     "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur",
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
-    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
     "POS=PUNCT|PunctType=Colo":"PunctType=Colo",
     "Gender=Masc|NumType=Card|POS=NUM":"Gender=Masc|NumType=Card",
-    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs",
-    "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
-    "POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Person=3|PronType=Prs|VerbForm=Ger",
-    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
     "Number=Sing|POS=PRON|PronType=Int":"Number=Sing|PronType=Int",
     "POS=PUNCT|PunctType=Quot":"PunctType=Quot",
     "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
     "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
     "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
-    "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
     "POS=AUX|VerbForm=Ger":"VerbForm=Ger",
-    "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
     "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
     "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
-    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs",
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
-    "AdpType=Preppron|POS=ADV":"AdpType=Preppron",
-    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
     "NumForm=Digit|NumType=Frac|POS=NUM":"NumForm=Digit|NumType=Frac",
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
     "Gender=Fem|POS=NOUN":"Gender=Fem",
     "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs",
     "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
-    "POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Person=3|PronType=Prs|VerbForm=Inf",
     "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
-    "POS=VERB|Person=3|VerbForm=Ger":"Person=3|VerbForm=Ger",
-    "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Plur|Person=1|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
-    "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs",
     "POS=X":"",
     "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
-    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
     "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem",
     "POS=DET":"",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "POS=DET|PronType=Art":"PronType=Art",
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf",
     "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
     "NumType=Ord|Number=Sing|POS=ADJ":"NumType=Ord|Number=Sing",
     "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
@@ -212,19 +195,12 @@
     "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem",
     "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
     "POS=PRON|PronType=Ind":"PronType=Ind",
-    "Case=Acc,Dat|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
-    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
     "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
-    "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
     "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
-    "POS=AUX|Person=3|VerbForm=Ger":"Person=3|VerbForm=Ger",
     "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
     "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=1|PrepCase=Pre|PronType=Prs",
-    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
-    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
     "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
-    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
     "POS=PUNCT|PunctSide=Fin|PunctType=Qest":"PunctSide=Fin|PunctType=Qest",
     "NumForm=Digit|NumType=Ord|POS=ADJ":"NumForm=Digit|NumType=Ord",
     "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
@@ -235,32 +211,31 @@
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "POS=PUNCT|PunctSide=Ini|PunctType=Qest":"PunctSide=Ini|PunctType=Qest",
     "NumType=Card|Number=Sing|POS=NUM":"NumType=Card|Number=Sing",
     "POS=PUNCT|PunctSide=Ini|PunctType=Excl":"PunctSide=Ini|PunctType=Excl",
     "POS=PUNCT|PunctSide=Fin|PunctType=Excl":"PunctSide=Fin|PunctType=Excl",
     "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
-    "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc,Nom|Number=Plur|Person=2|Polite=Form|PronType=Prs",
     "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Person=1|Tense=Imp|VerbForm=Fin",
     "POS=PUNCT|PunctSide=Ini|PunctType=Comm":"PunctSide=Ini|PunctType=Comm",
     "POS=PUNCT|PunctSide=Fin|PunctType=Comm":"PunctSide=Fin|PunctType=Comm",
-    "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Plur|Person=2|PronType=Prs",
     "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
     "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=2|PronType=Prs",
     "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
     "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
-    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
-    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
     "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
-    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
     "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
-    "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc,Nom|Number=Sing|Person=2|Polite=Form|PronType=Prs",
     "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
     "POS=VERB|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
-    "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
     "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
     "Case=Nom|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Person=3|PronType=Prs",
-    "Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
     "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
     "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":"Gender=Masc|Number=Sing|PronType=Rel",
@@ -273,10 +248,9 @@
     "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
-    "Case=Acc|Gender=Neut|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
     "AdvType=Tim|Degree=Cmp|POS=ADV":"AdvType=Tim|Degree=Cmp",
-    "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=2|PrepCase=Pre|PronType=Prs",
     "POS=DET|PronType=Rel":"PronType=Rel",
     "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
     "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
@@ -284,27 +258,32 @@
     "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "POS=VERB|VerbForm=Fin":"VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
-    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
     "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
     "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs|VerbForm=Ger",
-    "Number=Plur|POS=PRON|Person=1|PronType=Prs":"Number=Plur|Person=1|PronType=Prs",
     "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
     "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
-    "Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Ger":"Number=Sing|Person=1,3|PronType=Prs|VerbForm=Ger",
     "Gender=Masc|POS=SYM":"Gender=Masc",
     "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
-    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
-    "AdpType=Prep|POS=ADJ":"AdpType=Prep",
     "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Sing|Person=3|Poss=Yes|PronType=Prs",
     "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
-    "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
-    "Gender=Masc|Number=Sing|POS=PROPN":"Gender=Masc|Number=Sing",
-    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Neut|Number=Sing|Person=1,3|PronType=Prs|VerbForm=Inf",
     "Degree=Cmp|POS=ADJ":"Degree=Cmp",
     "AdvType=Tim|POS=SYM":"AdvType=Tim",
-    "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem"
   },
   "labels_pos":{
     "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
@@ -315,7 +294,7 @@
     "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
     "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
     "Gender=Fem|Number=Sing|POS=NOUN":92,
-    "AdpType=Prep|POS=ADP":85,
     "NumType=Card|Number=Plur|POS=NUM":93,
     "Gender=Masc|Number=Plur|POS=NOUN":92,
     "Number=Sing|POS=ADJ":84,
@@ -325,8 +304,9 @@
     "NumForm=Digit|POS=NOUN":92,
     "Gender=Masc|Number=Plur|POS=ADJ":84,
     "POS=PUNCT|PunctType=Comm":97,
-    "POS=AUX|Person=3|VerbForm=Inf":87,
-    "AdpType=Preppron|POS=ADP":85,
     "POS=PRON|PronType=Rel":95,
     "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
     "Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
@@ -334,25 +314,22 @@
     "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
     "Gender=Fem|Number=Plur|POS=NOUN":92,
     "Gender=Fem|Number=Plur|POS=ADJ":84,
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
     "Number=Plur|POS=ADJ":84,
     "POS=PUNCT|PunctType=Peri":97,
     "Number=Sing|POS=PRON|PronType=Rel":95,
     "Gender=Masc|Number=Sing|POS=NOUN":92,
     "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":100,
-    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":84,
     "POS=SCONJ":98,
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
-    "POS=AUX|VerbForm=Inf":87,
     "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
     "Definite=Def|Number=Sing|POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":90,
     "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":84,
-    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":95,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
     "POS=VERB|VerbForm=Ger":100,
-    "POS=VERB|VerbForm=Inf":100,
     "POS=NOUN":92,
     "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":93,
     "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":84,
@@ -372,9 +349,9 @@
     "Gender=Fem|Number=Sing|POS=ADJ":84,
     "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":95,
-    "POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":84,
-    "AdpType=Prep|Degree=Cmp|POS=ADV":86,
     "Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
     "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":100,
@@ -386,27 +363,28 @@
     "Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
     "Number=Plur|POS=DET|PronType=Ind":90,
     "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
-    "Degree=Cmp|POS=ADV":86,
     "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":90,
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":87,
     "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":93,
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
-    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
     "Number=Sing|POS=DET|PronType=Ind":90,
     "POS=PUNCT":97,
     "Number=Sing|POS=DET|PronType=Rel":90,
-    "POS=PRON|Person=3":95,
     "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":93,
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
     "POS=DET|PronType=Ind":90,
     "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
     "Degree=Cmp|Number=Sing|POS=ADJ":84,
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":95,
     "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":90,
     "Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
-    "Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":95,
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":95,
@@ -417,20 +395,17 @@
     "AdvType=Tim|POS=NOUN":92,
     "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":90,
     "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":90,
-    "POS=VERB|Person=3|VerbForm=Inf":100,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Int":90,
     "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
     "Number=Sing|POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":95,
-    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
     "POS=PUNCT|PunctType=Semi":97,
     "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":87,
     "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
-    "AdpType=Prep|POS=ADV":86,
     "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":93,
-    "POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
     "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":95,
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
@@ -444,72 +419,58 @@
     "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
     "POS=PART":94,
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":95,
-    "AdpType=Preppron|Degree=Cmp|POS=ADV":86,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":90,
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":95,
     "POS=ADJ":84,
-    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
     "Degree=Cmp|Number=Plur|POS=ADJ":84,
     "POS=PUNCT|PunctType=Dash":97,
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
-    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
-    "POS=PRON":95,
     "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
     "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
-    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
-    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Masc|POS=NOUN":92,
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":95,
     "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":84,
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":87,
-    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "POS=PUNCT|PunctType=Colo":97,
     "Gender=Masc|NumType=Card|POS=NUM":93,
-    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
-    "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
-    "POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
-    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
     "Number=Sing|POS=PRON|PronType=Int":95,
     "POS=PUNCT|PunctType=Quot":97,
     "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":100,
     "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
     "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
-    "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":100,
     "POS=AUX|VerbForm=Ger":87,
-    "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
     "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
     "Number=Plur|POS=PRON|PronType=Ind":95,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":95,
-    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":95,
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":95,
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
-    "AdpType=Preppron|POS=ADV":86,
-    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
     "NumForm=Digit|NumType=Frac|POS=NUM":93,
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":95,
     "Gender=Fem|POS=NOUN":92,
     "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":95,
     "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
     "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":87,
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
-    "POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
     "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
-    "POS=VERB|Person=3|VerbForm=Ger":100,
-    "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
-    "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
     "POS=X":101,
     "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":87,
-    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
     "Number=Sing|POS=DET|PronType=Dem":90,
     "POS=DET":90,
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":100,
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
     "POS=DET|PronType=Art":90,
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf":100,
     "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
     "NumType=Ord|Number=Sing|POS=ADJ":84,
     "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
@@ -519,19 +480,12 @@
     "Number=Plur|POS=PRON|PronType=Dem":95,
     "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":100,
     "POS=PRON|PronType=Ind":95,
-    "Case=Acc,Dat|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
-    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":87,
     "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
-    "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf":100,
     "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
-    "POS=AUX|Person=3|VerbForm=Ger":87,
     "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
     "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":95,
-    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
-    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
     "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
-    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
     "POS=PUNCT|PunctSide=Fin|PunctType=Qest":97,
     "NumForm=Digit|NumType=Ord|POS=ADJ":84,
     "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":95,
@@ -542,32 +496,31 @@
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
     "POS=PUNCT|PunctSide=Ini|PunctType=Qest":97,
     "NumType=Card|Number=Sing|POS=NUM":93,
     "POS=PUNCT|PunctSide=Ini|PunctType=Excl":97,
     "POS=PUNCT|PunctSide=Fin|PunctType=Excl":97,
     "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":87,
-    "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs":95,
     "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
     "POS=PUNCT|PunctSide=Ini|PunctType=Comm":97,
     "POS=PUNCT|PunctSide=Fin|PunctType=Comm":97,
-    "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
     "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
     "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
     "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":100,
     "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":100,
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
-    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf":95,
-    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Ger":95,
     "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
-    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
     "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
-    "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":95,
     "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
     "POS=VERB|Tense=Past|VerbForm=Part":100,
-    "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":87,
     "Case=Nom|POS=PRON|Person=3|PronType=Prs":95,
-    "Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
     "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":87,
     "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":95,
@@ -580,10 +533,9 @@
     "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
     "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":87,
-    "Case=Acc|Gender=Neut|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":87,
     "AdvType=Tim|Degree=Cmp|POS=ADV":86,
-    "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":95,
     "POS=DET|PronType=Rel":90,
     "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
     "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":100,
@@ -591,26 +543,32 @@
     "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
     "POS=VERB|VerbForm=Fin":100,
     "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
-    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
     "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
     "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger":100,
-    "Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
     "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
     "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
-    "Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Ger":100,
     "Gender=Masc|POS=SYM":99,
     "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
-    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":87,
-    "AdpType=Prep|POS=ADJ":84,
     "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
     "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
-    "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":87,
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
-    "Gender=Masc|Number=Sing|POS=PROPN":96,
-    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf":100,
     "Degree=Cmp|POS=ADJ":84,
     "AdvType=Tim|POS=SYM":99,
-    "Number=Plur|POS=DET|PronType=Dem":90
-  }
 }

 {
+  "extend":false,
   "labels_morph":{
     "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
     "POS=PROPN":"",
     "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
     "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
     "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing",
+    "POS=ADP":"",
     "NumType=Card|Number=Plur|POS=NUM":"NumType=Card|Number=Plur",
     "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur",
     "Number=Sing|POS=ADJ":"Number=Sing",
     "NumForm=Digit|POS=NOUN":"NumForm=Digit",
     "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur",
     "POS=PUNCT|PunctType=Comm":"PunctType=Comm",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
     "POS=PRON|PronType=Rel":"PronType=Rel",
     "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Gender=Fem|Number=Sing|PronType=Art",
     "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
     "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur",
     "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs",
     "Number=Plur|POS=ADJ":"Number=Plur",
     "POS=PUNCT|PunctType=Peri":"PunctType=Peri",
     "Number=Sing|POS=PRON|PronType=Rel":"Number=Sing|PronType=Rel",
     "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
     "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
     "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Plur|VerbForm=Part",
     "POS=SCONJ":"",
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
     "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
     "Definite=Def|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
     "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Plur|VerbForm=Part",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
     "POS=VERB|VerbForm=Ger":"VerbForm=Ger",
     "POS=NOUN":"",
     "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":"Gender=Fem|NumType=Card|Number=Sing",
     "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Sing|VerbForm=Part",
     "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing",
     "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
+    "Case=Loc|POS=PRON|Person=3|PronType=Prs":"Case=Loc|Person=3|PronType=Prs",
     "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing",
+    "Degree=Cmp|POS=ADV":"Degree=Cmp",
     "Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Gender=Fem|Number=Plur|PronType=Art",
     "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Gender=Masc|Number=Sing|PronType=Art",
     "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
     "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
     "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
     "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":"Gender=Masc|NumType=Card|Number=Sing",
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
     "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind",
     "POS=PUNCT":"",
     "Number=Sing|POS=DET|PronType=Rel":"Number=Sing|PronType=Rel",
+    "Case=Gen|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Person=3|PronType=Prs",
     "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":"Gender=Fem|NumType=Card|Number=Plur",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "POS=DET|PronType=Ind":"PronType=Ind",
+    "POS=AUX":"",
     "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs",
     "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs",
     "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing",
+    "Number=Sing|POS=VERB":"Number=Sing",
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
     "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
     "Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Gender=Masc|Number=Plur|PronType=Art",
     "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem,Masc|Number=Sing|Person=3|PronType=Prs",
     "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
     "AdvType=Tim|POS=NOUN":"AdvType=Tim",
     "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
     "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
     "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "Number=Sing|POS=DET|PronType=Art":"Number=Sing|PronType=Art",
     "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
     "POS=PUNCT|PunctType=Semi":"PunctType=Semi",
     "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
     "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
     "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":"Gender=Masc|NumType=Card|Number=Plur",
     "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
     "POS=PART":"",
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
     "POS=ADJ":"",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|PronType=Prs",
     "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
     "POS=PUNCT|PunctType=Dash":"PunctType=Dash",
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
     "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|PronType=Prs",
     "Gender=Masc|POS=NOUN":"Gender=Masc",
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
     "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur",
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
     "POS=PUNCT|PunctType=Colo":"PunctType=Colo",
     "Gender=Masc|NumType=Card|POS=NUM":"Gender=Masc|NumType=Card",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|PronType=Prs",
     "Number=Sing|POS=PRON|PronType=Int":"Number=Sing|PronType=Int",
     "POS=PUNCT|PunctType=Quot":"PunctType=Quot",
     "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
     "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
     "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
     "POS=AUX|VerbForm=Ger":"VerbForm=Ger",
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|PronType=Prs",
     "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
     "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=2|Polite=Infm|PrepCase=Npr|PronType=Prs",
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "NumForm=Digit|NumType=Frac|POS=NUM":"NumForm=Digit|NumType=Frac",
+    "POS=VERB":"",
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
     "Gender=Fem|POS=NOUN":"Gender=Fem",
     "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs",
     "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
     "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs":"Number=Plur|Person=1|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Case=Nom|Number=Sing|POS=PRON|Person=2|Polite=Infm|PronType=Prs":"Case=Nom|Number=Sing|Person=2|Polite=Infm|PronType=Prs",
     "POS=X":"",
     "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
     "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem",
     "POS=DET":"",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "POS=DET|PronType=Art":"PronType=Art",
     "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
     "NumType=Ord|Number=Sing|POS=ADJ":"NumType=Ord|Number=Sing",
     "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
     "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem",
     "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
     "POS=PRON|PronType=Ind":"PronType=Ind",
     "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
     "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
     "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
     "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=1|PrepCase=Pre|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
     "POS=PUNCT|PunctSide=Fin|PunctType=Qest":"PunctSide=Fin|PunctType=Qest",
     "NumForm=Digit|NumType=Ord|POS=ADJ":"NumForm=Digit|NumType=Ord",
     "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "POS=PUNCT|PunctSide=Ini|PunctType=Qest":"PunctSide=Ini|PunctType=Qest",
     "NumType=Card|Number=Sing|POS=NUM":"NumType=Card|Number=Sing",
+    "Foreign=Yes|POS=PRON|PronType=Int":"Foreign=Yes|PronType=Int",
+    "Foreign=Yes|Mood=Ind|POS=VERB|VerbForm=Fin":"Foreign=Yes|Mood=Ind|VerbForm=Fin",
+    "Foreign=Yes|POS=ADP":"Foreign=Yes",
+    "Gender=Masc|Number=Sing|POS=PROPN":"Gender=Masc|Number=Sing",
     "POS=PUNCT|PunctSide=Ini|PunctType=Excl":"PunctSide=Ini|PunctType=Excl",
     "POS=PUNCT|PunctSide=Fin|PunctType=Excl":"PunctSide=Fin|PunctType=Excl",
     "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
+    "Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Number=Plur|Person=2|Polite=Form|PronType=Prs",
     "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Person=1|Tense=Imp|VerbForm=Fin",
     "POS=PUNCT|PunctSide=Ini|PunctType=Comm":"PunctSide=Ini|PunctType=Comm",
     "POS=PUNCT|PunctSide=Fin|PunctType=Comm":"PunctSide=Fin|PunctType=Comm",
+    "Number=Plur|POS=PRON|Person=2|PronType=Prs":"Number=Plur|Person=2|PronType=Prs",
     "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
     "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=2|PronType=Prs",
     "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
     "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
     "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
     "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+    "Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Number=Sing|Person=2|Polite=Form|PronType=Prs",
     "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
     "POS=VERB|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
     "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
     "Case=Nom|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Person=3|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
     "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":"Gender=Masc|Number=Sing|PronType=Rel",
     "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
     "AdvType=Tim|Degree=Cmp|POS=ADV":"AdvType=Tim|Degree=Cmp",
+    "Case=Acc|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=2|Polite=Infm|PrepCase=Pre|PronType=Prs",
     "POS=DET|PronType=Rel":"PronType=Rel",
     "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
     "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
     "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "POS=VERB|VerbForm=Fin":"VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
     "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
     "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
     "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PronType=Prs|Reflex=Yes",
+    "Foreign=Yes|POS=NOUN":"Foreign=Yes",
+    "Foreign=Yes|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Foreign=Yes|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Foreign=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Foreign=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Foreign=Yes|POS=SCONJ":"Foreign=Yes",
+    "Foreign=Yes|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Foreign=Yes|Gender=Fem|Number=Sing|PronType=Art",
     "Gender=Masc|POS=SYM":"Gender=Masc",
     "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
     "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Sing|Person=3|Poss=Yes|PronType=Prs",
     "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=PROPN":"Gender=Fem|Number=Sing",
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Definite=Def|Foreign=Yes|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Foreign=Yes|Gender=Masc|Number=Sing|PronType=Art",
+    "Foreign=Yes|POS=VERB":"Foreign=Yes",
+    "Foreign=Yes|POS=ADJ":"Foreign=Yes",
+    "Foreign=Yes|POS=DET":"Foreign=Yes",
+    "Foreign=Yes|POS=ADV":"Foreign=Yes",
+    "POS=PUNCT|PunctSide=Fin|Punta d'aignctType=Brck":"PunctSide=Fin|Punta d'aignctType=Brck",
     "Degree=Cmp|POS=ADJ":"Degree=Cmp",
     "AdvType=Tim|POS=SYM":"AdvType=Tim",
+    "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin"
   },
   "labels_pos":{
     "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
     "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
     "Gender=Fem|Number=Sing|POS=NOUN":92,
+    "POS=ADP":85,
     "NumType=Card|Number=Plur|POS=NUM":93,
     "Gender=Masc|Number=Plur|POS=NOUN":92,
     "Number=Sing|POS=ADJ":84,
     "NumForm=Digit|POS=NOUN":92,
     "Gender=Masc|Number=Plur|POS=ADJ":84,
     "POS=PUNCT|PunctType=Comm":97,
+    "POS=AUX|VerbForm=Inf":87,
+    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":95,
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
     "POS=PRON|PronType=Rel":95,
     "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
     "Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
     "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
     "Gender=Fem|Number=Plur|POS=NOUN":92,
     "Gender=Fem|Number=Plur|POS=ADJ":84,
+    "POS=VERB|VerbForm=Inf":100,
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
     "Number=Plur|POS=ADJ":84,
     "POS=PUNCT|PunctType=Peri":97,
     "Number=Sing|POS=PRON|PronType=Rel":95,
     "Gender=Masc|Number=Sing|POS=NOUN":92,
     "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":100,
     "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":84,
     "POS=SCONJ":98,
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
     "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
     "Definite=Def|Number=Sing|POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":90,
     "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":84,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
     "POS=VERB|VerbForm=Ger":100,
     "POS=NOUN":92,
     "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":93,
     "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":84,
     "Gender=Fem|Number=Sing|POS=ADJ":84,
     "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":95,
+    "Case=Loc|POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":84,
+    "Degree=Cmp|POS=ADV":86,
     "Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
     "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":100,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
     "Number=Plur|POS=DET|PronType=Ind":90,
     "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
     "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":90,
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":87,
     "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":93,
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Number=Sing|POS=DET|PronType=Ind":90,
     "POS=PUNCT":97,
     "Number=Sing|POS=DET|PronType=Rel":90,
+    "Case=Gen|POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":93,
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
     "POS=DET|PronType=Ind":90,
+    "POS=AUX":87,
     "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
     "Degree=Cmp|Number=Sing|POS=ADJ":84,
+    "Number=Sing|POS=VERB":100,
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":95,
     "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":90,
     "Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":95,
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":95,
     "AdvType=Tim|POS=NOUN":92,
     "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":90,
     "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":90,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Int":90,
     "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
     "Number=Sing|POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":95,
     "POS=PUNCT|PunctType=Semi":97,
     "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":87,
     "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":93,
     "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":95,
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
     "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
     "POS=PART":94,
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":95,
     "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":90,
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":95,
     "POS=ADJ":84,
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
     "Degree=Cmp|Number=Plur|POS=ADJ":84,
     "POS=PUNCT|PunctType=Dash":97,
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
     "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
     "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Gender=Masc|POS=NOUN":92,
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":95,
     "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":84,
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":87,
     "POS=PUNCT|PunctType=Colo":97,
     "Gender=Masc|NumType=Card|POS=NUM":93,
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
     "Number=Sing|POS=PRON|PronType=Int":95,
     "POS=PUNCT|PunctType=Quot":97,
     "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":100,
     "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
     "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":100,
     "POS=AUX|VerbForm=Ger":87,
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
     "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
     "Number=Plur|POS=PRON|PronType=Ind":95,
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":95,
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Npr|PronType=Prs":95,
     "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":95,
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
     "NumForm=Digit|NumType=Frac|POS=NUM":93,
+    "POS=VERB":100,
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":95,
     "Gender=Fem|POS=NOUN":92,
     "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":95,
     "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
     "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":87,
     "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Case=Nom|Number=Sing|POS=PRON|Person=2|Polite=Infm|PronType=Prs":95,
     "POS=X":101,
     "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":87,
     "Number=Sing|POS=DET|PronType=Dem":90,
     "POS=DET":90,
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":100,
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
     "POS=DET|PronType=Art":90,
     "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
     "NumType=Ord|Number=Sing|POS=ADJ":84,
     "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
     "Number=Plur|POS=PRON|PronType=Dem":95,
     "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":100,
     "POS=PRON|PronType=Ind":95,
     "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
     "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
     "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
     "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":95,
     "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
     "POS=PUNCT|PunctSide=Fin|PunctType=Qest":97,
     "NumForm=Digit|NumType=Ord|POS=ADJ":84,
     "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":95,
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
     "POS=PUNCT|PunctSide=Ini|PunctType=Qest":97,
     "NumType=Card|Number=Sing|POS=NUM":93,
+    "Foreign=Yes|POS=PRON|PronType=Int":95,
+    "Foreign=Yes|Mood=Ind|POS=VERB|VerbForm=Fin":100,
+    "Foreign=Yes|POS=ADP":85,
+    "Gender=Masc|Number=Sing|POS=PROPN":96,
     "POS=PUNCT|PunctSide=Ini|PunctType=Excl":97,
     "POS=PUNCT|PunctSide=Fin|PunctType=Excl":97,
     "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":87,
+    "Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs":95,
     "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
     "POS=PUNCT|PunctSide=Ini|PunctType=Comm":97,
     "POS=PUNCT|PunctSide=Fin|PunctType=Comm":97,
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