Update spaCy pipeline

README.md

@@ -14,62 +14,62 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.8517793013
+      value: 0.8483365949
     - name: NER Recall
       type: recall
-      value: 0.8440634099
+      value: 0.8414752507
     - name: NER F Score
       type: f_score
-      value: 0.8479038024
+      value: 0.8448919929
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9850805478
+      value: 0.9851667874
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9850805478
+      value: 0.9851667874
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9816911733
+      value: 0.9822603596
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9758524074
+      value: 0.9759558602
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.9181896141
+      value: 0.9191074185
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.8892848295
+      value: 0.8895833532
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.9915179877
+      value: 0.9880081895
 ---
 ### Details: https://spacy.io/models/ca#ca_core_news_lg
 
@@ -78,8 +78,8 @@ Catalan pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 | Feature | Description |
 | --- | --- |
 | **Name** | `ca_core_news_lg` |
-| **Version** | `3.3.0` |
-| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
+| **Version** | `3.4.0` |
+| **spaCy** | `>=3.4.0,<3.5.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
@@ -91,11 +91,11 @@ Catalan pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 
 <details>
 
-<summary>View label scheme (316 labels for 3 components)</summary>
+<summary>View label scheme (317 labels for 3 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` |
+| **`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`, `POS=SPACE`, `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` |
 | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
 
@@ -109,18 +109,18 @@ Catalan pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 | `TOKEN_P` | 99.78 |
 | `TOKEN_R` | 99.79 |
 | `TOKEN_F` | 99.79 |
-| `POS_ACC` | 98.51 |
-| `MORPH_ACC` | 98.17 |
+| `POS_ACC` | 98.52 |
+| `MORPH_ACC` | 98.23 |
 | `MORPH_MICRO_P` | 99.57 |
-| `MORPH_MICRO_R` | 99.00 |
-| `MORPH_MICRO_F` | 99.28 |
-| `SENTS_P` | 99.12 |
-| `SENTS_R` | 99.18 |
-| `SENTS_F` | 99.15 |
-| `DEP_UAS` | 91.82 |
-| `DEP_LAS` | 88.93 |
-| `TAG_ACC` | 98.51 |
-| `LEMMA_ACC` | 97.59 |
-| `ENTS_P` | 85.18 |
-| `ENTS_R` | 84.41 |
-| `ENTS_F` | 84.79 |
+| `MORPH_MICRO_R` | 99.08 |
+| `MORPH_MICRO_F` | 99.33 |
+| `SENTS_P` | 98.77 |
+| `SENTS_R` | 98.83 |
+| `SENTS_F` | 98.80 |
+| `DEP_UAS` | 91.91 |
+| `DEP_LAS` | 88.96 |
+| `TAG_ACC` | 98.52 |
+| `LEMMA_ACC` | 97.60 |
+| `ENTS_P` | 84.83 |
+| `ENTS_R` | 84.15 |
+| `ENTS_F` | 84.49 |

accuracy.json

@@ -3,66 +3,66 @@
   "token_p": 0.9978112128,
   "token_r": 0.9979488063,
   "token_f": 0.9978800048,
-  "pos_acc": 0.9850805478,
-  "morph_acc": 0.9816911733,
-  "morph_micro_p": 0.9956538681,
-  "morph_micro_r": 0.9899567874,
-  "morph_micro_f": 0.9927971547,
+  "pos_acc": 0.9851667874,
+  "morph_acc": 0.9822603596,
+  "morph_micro_p": 0.9957073404,
+  "morph_micro_r": 0.9908210401,
+  "morph_micro_f": 0.9932581808,
   "morph_per_feat": {
     "Mood": {
-      "p": 0.9953132708,
-      "r": 0.9928641732,
-      "f": 0.9940872136
+      "p": 0.9955610358,
+      "r": 0.9933562992,
+      "f": 0.9944574455
     },
     "Number": {
-      "p": 0.9981916163,
-      "r": 0.9905250691,
-      "f": 0.9943435654
+      "p": 0.9983023911,
+      "r": 0.9919606647,
+      "f": 0.9951214243
     },
     "Person": {
-      "p": 0.9969831411,
-      "r": 0.9934571176,
-      "f": 0.9952170062
+      "p": 0.9973390101,
+      "r": 0.9941644562,
+      "f": 0.995749203
     },
     "Tense": {
-      "p": 0.9911671924,
-      "r": 0.9882574963,
-      "f": 0.9897102058
+      "p": 0.9897123662,
+      "r": 0.9884671839,
+      "f": 0.9890893831
     },
     "VerbForm": {
-      "p": 0.993469279,
-      "r": 0.9929399227,
-      "f": 0.9932045303
+      "p": 0.9920202155,
+      "r": 0.9936059678,
+      "f": 0.9928124584
     },
     "Gender": {
-      "p": 0.995235317,
-      "r": 0.9857459308,
-      "f": 0.9904678957
+      "p": 0.9958683712,
+      "r": 0.9866127324,
+      "f": 0.9912189458
     },
     "NumType": {
-      "p": 0.9695238095,
+      "p": 0.9732313576,
       "r": 0.959472196,
-      "f": 0.9644718143
+      "f": 0.9663028002
     },
     "Definite": {
-      "p": 0.9930586324,
-      "r": 0.9905715969,
-      "f": 0.9918135556
+      "p": 0.9927739271,
+      "r": 0.9917501473,
+      "f": 0.9922617732
     },
     "PronType": {
-      "p": 0.9955898567,
-      "r": 0.9914695946,
-      "f": 0.9935254539
+      "p": 0.995676867,
+      "r": 0.9920608108,
+      "f": 0.9938655498
     },
     "PunctType": {
-      "p": 0.9996345029,
-      "r": 0.9974471189,
-      "f": 0.998539613
+      "p": 0.9996345697,
+      "r": 0.9976294675,
+      "f": 0.9986310121
     },
     "NumForm": {
-      "p": 0.9790502793,
-      "r": 0.9845505618,
-      "f": 0.9817927171
+      "p": 0.981741573,
+      "r": 0.981741573,
+      "f": 0.981741573
     },
     "Polarity": {
       "p": 0.993442623,
@@ -70,9 +70,9 @@
       "f": 0.986970684
     },
     "Case": {
-      "p": 0.9974895397,
-      "r": 0.9925062448,
-      "f": 0.9949916528
+      "p": 0.9983263598,
+      "r": 0.9933388843,
+      "f": 0.9958263773
     },
     "PrepCase": {
       "p": 0.9986168741,
@@ -86,23 +86,23 @@
     },
     "Degree": {
       "p": 1.0,
-      "r": 0.9929328622,
-      "f": 0.9964539007
+      "r": 0.9893992933,
+      "f": 0.9946714032
     },
     "Poss": {
       "p": 1.0,
-      "r": 0.9914529915,
-      "f": 0.9957081545
+      "r": 0.9943019943,
+      "f": 0.9971428571
     },
     "AdvType": {
-      "p": 0.9677419355,
-      "r": 0.8759124088,
-      "f": 0.9195402299
+      "p": 0.9527559055,
+      "r": 0.8832116788,
+      "f": 0.9166666667
     },
     "PunctSide": {
-      "p": 0.9975786925,
-      "r": 0.9951690821,
-      "f": 0.9963724305
+      "p": 0.9975845411,
+      "r": 0.9975845411,
+      "f": 0.9975845411
     },
     "Number[psor]": {
       "p": 1.0,
@@ -115,136 +115,136 @@
       "f": 1.0
     }
   },
-  "sents_p": 0.9912280702,
-  "sents_r": 0.9918080749,
-  "sents_f": 0.9915179877,
-  "dep_uas": 0.9181896141,
-  "dep_las": 0.8892848295,
+  "sents_p": 0.9877192982,
+  "sents_r": 0.9882972499,
+  "sents_f": 0.9880081895,
+  "dep_uas": 0.9191074185,
+  "dep_las": 0.8895833532,
   "dep_las_per_type": {
     "nsubj": {
-      "p": 0.8844974446,
-      "r": 0.8942473303,
-      "f": 0.8893456663
+      "p": 0.8949913644,
+      "r": 0.8925249742,
+      "f": 0.8937564677
     },
     "flat": {
-      "p": 0.8623072834,
-      "r": 0.8863387978,
-      "f": 0.8741579089
+      "p": 0.8712080894,
+      "r": 0.8945355191,
+      "f": 0.8827177137
     },
     "case": {
-      "p": 0.9703543022,
-      "r": 0.9681375496,
-      "f": 0.9692446584
+      "p": 0.9707264185,
+      "r": 0.9688589636,
+      "f": 0.969791792
     },
     "aux": {
-      "p": 0.9632432432,
-      "r": 0.9514148425,
-      "f": 0.957292506
+      "p": 0.9627630869,
+      "r": 0.9524826482,
+      "f": 0.9575952764
     },
     "root": {
-      "p": 0.9368421053,
-      "r": 0.9373902867,
-      "f": 0.9371161158
+      "p": 0.9438596491,
+      "r": 0.9444119368,
+      "f": 0.9441357122
     },
     "nummod": {
-      "p": 0.9180035651,
-      "r": 0.9066901408,
-      "f": 0.9123117803
+      "p": 0.935483871,
+      "r": 0.9190140845,
+      "f": 0.9271758437
     },
     "obj": {
-      "p": 0.8565442445,
-      "r": 0.8612143742,
-      "f": 0.8588729609
+      "p": 0.8457407859,
+      "r": 0.8587360595,
+      "f": 0.8521888834
     },
     "det": {
-      "p": 0.9828344598,
-      "r": 0.9835731157,
-      "f": 0.983203649
+      "p": 0.9831653442,
+      "r": 0.9844320378,
+      "f": 0.9837982833
     },
     "nmod": {
-      "p": 0.8323249784,
-      "r": 0.8250160634,
-      "f": 0.8286544046
+      "p": 0.8331892826,
+      "r": 0.8258727779,
+      "f": 0.8295148973
     },
     "amod": {
-      "p": 0.9262917933,
-      "r": 0.92,
-      "f": 0.9231351761
+      "p": 0.9226393629,
+      "r": 0.9181132075,
+      "f": 0.9203707206
     },
     "obl": {
-      "p": 0.7212230216,
-      "r": 0.7304189435,
-      "f": 0.7257918552
+      "p": 0.7245401525,
+      "r": 0.735428051,
+      "f": 0.7299435028
     },
     "cc": {
-      "p": 0.9185091598,
-      "r": 0.9161940769,
-      "f": 0.9173501577
+      "p": 0.9220125786,
+      "r": 0.9237555135,
+      "f": 0.9228832232
     },
     "fixed": {
-      "p": 0.8998015873,
-      "r": 0.9015904573,
-      "f": 0.9006951341
+      "p": 0.9030969031,
+      "r": 0.8986083499,
+      "f": 0.9008470354
     },
     "conj": {
-      "p": 0.6917647059,
-      "r": 0.6735395189,
-      "f": 0.6825304701
+      "p": 0.6917688266,
+      "r": 0.6786941581,
+      "f": 0.685169124
     },
     "advmod": {
-      "p": 0.8581436077,
-      "r": 0.8556461001,
-      "f": 0.8568930341
+      "p": 0.8542274052,
+      "r": 0.8527357392,
+      "f": 0.8534809205
     },
     "advcl": {
-      "p": 0.6313253012,
-      "r": 0.655,
-      "f": 0.6429447853
+      "p": 0.6285377358,
+      "r": 0.66625,
+      "f": 0.6468446602
     },
     "compound": {
-      "p": 0.8754578755,
-      "r": 0.8628158845,
-      "f": 0.8690909091
+      "p": 0.8867924528,
+      "r": 0.8483754513,
+      "f": 0.8671586716
     },
     "mark": {
-      "p": 0.8977541371,
-      "r": 0.8888238736,
-      "f": 0.8932666863
+      "p": 0.8923076923,
+      "r": 0.882387361,
+      "f": 0.8873197999
     },
     "cop": {
-      "p": 0.837398374,
-      "r": 0.8917748918,
-      "f": 0.8637316562
+      "p": 0.8404040404,
+      "r": 0.9004329004,
+      "f": 0.8693834901
     },
     "ccomp": {
-      "p": 0.8022222222,
-      "r": 0.807606264,
-      "f": 0.8049052397
+      "p": 0.8036951501,
+      "r": 0.7785234899,
+      "f": 0.7909090909
     },
     "acl": {
-      "p": 0.7309124767,
-      "r": 0.7562620424,
-      "f": 0.7433712121
+      "p": 0.7555771096,
+      "r": 0.7504816956,
+      "f": 0.753020783
     },
     "expl:pass": {
-      "p": 0.7692307692,
-      "r": 0.4347826087,
-      "f": 0.5555555556
+      "p": 0.7307692308,
+      "r": 0.4130434783,
+      "f": 0.5277777778
     },
     "appos": {
-      "p": 0.7246753247,
-      "r": 0.7099236641,
-      "f": 0.7172236504
+      "p": 0.7103896104,
+      "r": 0.6959287532,
+      "f": 0.7030848329
     },
     "xcomp": {
-      "p": 0.829736211,
-      "r": 0.8122065728,
-      "f": 0.8208778173
+      "p": 0.8135198135,
+      "r": 0.8192488263,
+      "f": 0.816374269
     },
     "iobj": {
-      "p": 0.7833333333,
-      "r": 0.5026737968,
-      "f": 0.6123778502
+      "p": 0.7478991597,
+      "r": 0.4759358289,
+      "f": 0.5816993464
     },
     "dep": {
       "p": 0.0,
@@ -252,14 +252,14 @@
       "f": 0.0
     },
     "csubj": {
-      "p": 0.6868686869,
-      "r": 0.641509434,
-      "f": 0.6634146341
+      "p": 0.6442307692,
+      "r": 0.6320754717,
+      "f": 0.6380952381
     },
     "parataxis": {
-      "p": 0.6140350877,
-      "r": 0.5147058824,
-      "f": 0.56
+      "p": 0.7142857143,
+      "r": 0.4411764706,
+      "f": 0.5454545455
     },
     "nsubj:pass": {
       "p": 0.0,
@@ -272,32 +272,32 @@
       "f": 0.0
     }
   },
-  "tag_acc": 0.9850805478,
-  "lemma_acc": 0.9758524074,
-  "ents_p": 0.8517793013,
-  "ents_r": 0.8440634099,
-  "ents_f": 0.8479038024,
+  "tag_acc": 0.9851667874,
+  "lemma_acc": 0.9759558602,
+  "ents_p": 0.8483365949,
+  "ents_r": 0.8414752507,
+  "ents_f": 0.8448919929,
   "ents_per_type": {
     "ORG": {
-      "p": 0.8488687783,
-      "r": 0.8458070334,
-      "f": 0.84733514
+      "p": 0.8468468468,
+      "r": 0.8476104599,
+      "f": 0.8472284813
     },
     "LOC": {
-      "p": 0.8853362734,
-      "r": 0.8615879828,
-      "f": 0.8733007069
+      "p": 0.8906426156,
+      "r": 0.847639485,
+      "f": 0.8686091259
     },
     "MISC": {
-      "p": 0.7210682493,
-      "r": 0.634464752,
-      "f": 0.675
+      "p": 0.7077363897,
+      "r": 0.6449086162,
+      "f": 0.674863388
     },
     "PER": {
-      "p": 0.8753501401,
-      "r": 0.9370314843,
-      "f": 0.905141202
+      "p": 0.8666666667,
+      "r": 0.9355322339,
+      "f": 0.8997837058
     }
   },
-  "speed": 5495.4128643387
+  "speed": 6379.2212982198
 }

ca_core_news_lg-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:739644f3f8c0527971cd139d1f5a892a817d9b01ac06b99476dd6555231e8b0d
-size 574008614
+oid sha256:73e7fe5d59896e9b3c154fe29adf18a7dd7e71d04e12064f5dded237613ed3f9
+size 574006607

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"ca",
   "name":"core_news_lg",
-  "version":"3.3.0",
+  "version":"3.4.0",
   "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":">=3.3.0.dev0,<3.4.0",
-  "spacy_git_version":"849bef2de",
+  "spacy_version":">=3.4.0,<3.5.0",
+  "spacy_git_version":"dd038b536",
   "vectors":{
     "width":300,
     "vectors":500000,
@@ -162,6 +162,7 @@
       "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",
+      "POS=SPACE",
       "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
       "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Gender=Masc|POS=NOUN",
@@ -373,66 +374,66 @@
     "token_p":0.9978112128,
     "token_r":0.9979488063,
     "token_f":0.9978800048,
-    "pos_acc":0.9850805478,
-    "morph_acc":0.9816911733,
-    "morph_micro_p":0.9956538681,
-    "morph_micro_r":0.9899567874,
-    "morph_micro_f":0.9927971547,
+    "pos_acc":0.9851667874,
+    "morph_acc":0.9822603596,
+    "morph_micro_p":0.9957073404,
+    "morph_micro_r":0.9908210401,
+    "morph_micro_f":0.9932581808,
     "morph_per_feat":{
       "Mood":{
-        "p":0.9953132708,
-        "r":0.9928641732,
-        "f":0.9940872136
+        "p":0.9955610358,
+        "r":0.9933562992,
+        "f":0.9944574455
       },
       "Number":{
-        "p":0.9981916163,
-        "r":0.9905250691,
-        "f":0.9943435654
+        "p":0.9983023911,
+        "r":0.9919606647,
+        "f":0.9951214243
       },
       "Person":{
-        "p":0.9969831411,
-        "r":0.9934571176,
-        "f":0.9952170062
+        "p":0.9973390101,
+        "r":0.9941644562,
+        "f":0.995749203
       },
       "Tense":{
-        "p":0.9911671924,
-        "r":0.9882574963,
-        "f":0.9897102058
+        "p":0.9897123662,
+        "r":0.9884671839,
+        "f":0.9890893831
       },
       "VerbForm":{
-        "p":0.993469279,
-        "r":0.9929399227,
-        "f":0.9932045303
+        "p":0.9920202155,
+        "r":0.9936059678,
+        "f":0.9928124584
       },
       "Gender":{
-        "p":0.995235317,
-        "r":0.9857459308,
-        "f":0.9904678957
+        "p":0.9958683712,
+        "r":0.9866127324,
+        "f":0.9912189458
       },
       "NumType":{
-        "p":0.9695238095,
+        "p":0.9732313576,
         "r":0.959472196,
-        "f":0.9644718143
+        "f":0.9663028002
       },
       "Definite":{
-        "p":0.9930586324,
-        "r":0.9905715969,
-        "f":0.9918135556
+        "p":0.9927739271,
+        "r":0.9917501473,
+        "f":0.9922617732
       },
       "PronType":{
-        "p":0.9955898567,
-        "r":0.9914695946,
-        "f":0.9935254539
+        "p":0.995676867,
+        "r":0.9920608108,
+        "f":0.9938655498
       },
       "PunctType":{
-        "p":0.9996345029,
-        "r":0.9974471189,
-        "f":0.998539613
+        "p":0.9996345697,
+        "r":0.9976294675,
+        "f":0.9986310121
       },
       "NumForm":{
-        "p":0.9790502793,
-        "r":0.9845505618,
-        "f":0.9817927171
+        "p":0.981741573,
+        "r":0.981741573,
+        "f":0.981741573
       },
       "Polarity":{
         "p":0.993442623,
@@ -440,9 +441,9 @@
         "f":0.986970684
       },
       "Case":{
-        "p":0.9974895397,
-        "r":0.9925062448,
-        "f":0.9949916528
+        "p":0.9983263598,
+        "r":0.9933388843,
+        "f":0.9958263773
       },
       "PrepCase":{
         "p":0.9986168741,
@@ -456,23 +457,23 @@
       },
       "Degree":{
         "p":1.0,
-        "r":0.9929328622,
-        "f":0.9964539007
+        "r":0.9893992933,
+        "f":0.9946714032
       },
       "Poss":{
         "p":1.0,
-        "r":0.9914529915,
-        "f":0.9957081545
+        "r":0.9943019943,
+        "f":0.9971428571
       },
       "AdvType":{
-        "p":0.9677419355,
-        "r":0.8759124088,
-        "f":0.9195402299
+        "p":0.9527559055,
+        "r":0.8832116788,
+        "f":0.9166666667
       },
       "PunctSide":{
-        "p":0.9975786925,
-        "r":0.9951690821,
-        "f":0.9963724305
+        "p":0.9975845411,
+        "r":0.9975845411,
+        "f":0.9975845411
       },
       "Number[psor]":{
         "p":1.0,
@@ -485,136 +486,136 @@
         "f":1.0
       }
     },
-    "sents_p":0.9912280702,
-    "sents_r":0.9918080749,
-    "sents_f":0.9915179877,
-    "dep_uas":0.9181896141,
-    "dep_las":0.8892848295,
+    "sents_p":0.9877192982,
+    "sents_r":0.9882972499,
+    "sents_f":0.9880081895,
+    "dep_uas":0.9191074185,
+    "dep_las":0.8895833532,
     "dep_las_per_type":{
       "nsubj":{
-        "p":0.8844974446,
-        "r":0.8942473303,
-        "f":0.8893456663
+        "p":0.8949913644,
+        "r":0.8925249742,
+        "f":0.8937564677
       },
       "flat":{
-        "p":0.8623072834,
-        "r":0.8863387978,
-        "f":0.8741579089
+        "p":0.8712080894,
+        "r":0.8945355191,
+        "f":0.8827177137
       },
       "case":{
-        "p":0.9703543022,
-        "r":0.9681375496,
-        "f":0.9692446584
+        "p":0.9707264185,
+        "r":0.9688589636,
+        "f":0.969791792
       },
       "aux":{
-        "p":0.9632432432,
-        "r":0.9514148425,
-        "f":0.957292506
+        "p":0.9627630869,
+        "r":0.9524826482,
+        "f":0.9575952764
       },
       "root":{
-        "p":0.9368421053,
-        "r":0.9373902867,
-        "f":0.9371161158
+        "p":0.9438596491,
+        "r":0.9444119368,
+        "f":0.9441357122
       },
       "nummod":{
-        "p":0.9180035651,
-        "r":0.9066901408,
-        "f":0.9123117803
+        "p":0.935483871,
+        "r":0.9190140845,
+        "f":0.9271758437
       },
       "obj":{
-        "p":0.8565442445,
-        "r":0.8612143742,
-        "f":0.8588729609
+        "p":0.8457407859,
+        "r":0.8587360595,
+        "f":0.8521888834
       },
       "det":{
-        "p":0.9828344598,
-        "r":0.9835731157,
-        "f":0.983203649
+        "p":0.9831653442,
+        "r":0.9844320378,
+        "f":0.9837982833
       },
       "nmod":{
-        "p":0.8323249784,
-        "r":0.8250160634,
-        "f":0.8286544046
+        "p":0.8331892826,
+        "r":0.8258727779,
+        "f":0.8295148973
       },
       "amod":{
-        "p":0.9262917933,
-        "r":0.92,
-        "f":0.9231351761
+        "p":0.9226393629,
+        "r":0.9181132075,
+        "f":0.9203707206
       },
       "obl":{
-        "p":0.7212230216,
-        "r":0.7304189435,
-        "f":0.7257918552
+        "p":0.7245401525,
+        "r":0.735428051,
+        "f":0.7299435028
       },
       "cc":{
-        "p":0.9185091598,
-        "r":0.9161940769,
-        "f":0.9173501577
+        "p":0.9220125786,
+        "r":0.9237555135,
+        "f":0.9228832232
       },
       "fixed":{
-        "p":0.8998015873,
-        "r":0.9015904573,
-        "f":0.9006951341
+        "p":0.9030969031,
+        "r":0.8986083499,
+        "f":0.9008470354
       },
       "conj":{
-        "p":0.6917647059,
-        "r":0.6735395189,
-        "f":0.6825304701
+        "p":0.6917688266,
+        "r":0.6786941581,
+        "f":0.685169124
       },
       "advmod":{
-        "p":0.8581436077,
-        "r":0.8556461001,
-        "f":0.8568930341
+        "p":0.8542274052,
+        "r":0.8527357392,
+        "f":0.8534809205
       },
       "advcl":{
-        "p":0.6313253012,
-        "r":0.655,
-        "f":0.6429447853
+        "p":0.6285377358,
+        "r":0.66625,
+        "f":0.6468446602
       },
       "compound":{
-        "p":0.8754578755,
-        "r":0.8628158845,
-        "f":0.8690909091
+        "p":0.8867924528,
+        "r":0.8483754513,
+        "f":0.8671586716
       },
       "mark":{
-        "p":0.8977541371,
-        "r":0.8888238736,
-        "f":0.8932666863
+        "p":0.8923076923,
+        "r":0.882387361,
+        "f":0.8873197999
       },
       "cop":{
-        "p":0.837398374,
-        "r":0.8917748918,
-        "f":0.8637316562
+        "p":0.8404040404,
+        "r":0.9004329004,
+        "f":0.8693834901
       },
       "ccomp":{
-        "p":0.8022222222,
-        "r":0.807606264,
-        "f":0.8049052397
+        "p":0.8036951501,
+        "r":0.7785234899,
+        "f":0.7909090909
       },
       "acl":{
-        "p":0.7309124767,
-        "r":0.7562620424,
-        "f":0.7433712121
+        "p":0.7555771096,
+        "r":0.7504816956,
+        "f":0.753020783
       },
       "expl:pass":{
-        "p":0.7692307692,
-        "r":0.4347826087,
-        "f":0.5555555556
+        "p":0.7307692308,
+        "r":0.4130434783,
+        "f":0.5277777778
       },
       "appos":{
-        "p":0.7246753247,
-        "r":0.7099236641,
-        "f":0.7172236504
+        "p":0.7103896104,
+        "r":0.6959287532,
+        "f":0.7030848329
       },
       "xcomp":{
-        "p":0.829736211,
-        "r":0.8122065728,
-        "f":0.8208778173
+        "p":0.8135198135,
+        "r":0.8192488263,
+        "f":0.816374269
       },
       "iobj":{
-        "p":0.7833333333,
-        "r":0.5026737968,
-        "f":0.6123778502
+        "p":0.7478991597,
+        "r":0.4759358289,
+        "f":0.5816993464
       },
       "dep":{
         "p":0.0,
@@ -622,14 +623,14 @@
         "f":0.0
       },
       "csubj":{
-        "p":0.6868686869,
-        "r":0.641509434,
-        "f":0.6634146341
+        "p":0.6442307692,
+        "r":0.6320754717,
+        "f":0.6380952381
       },
       "parataxis":{
-        "p":0.6140350877,
-        "r":0.5147058824,
-        "f":0.56
+        "p":0.7142857143,
+        "r":0.4411764706,
+        "f":0.5454545455
       },
       "nsubj:pass":{
         "p":0.0,
@@ -642,34 +643,34 @@
         "f":0.0
       }
     },
-    "tag_acc":0.9850805478,
-    "lemma_acc":0.9758524074,
-    "ents_p":0.8517793013,
-    "ents_r":0.8440634099,
-    "ents_f":0.8479038024,
+    "tag_acc":0.9851667874,
+    "lemma_acc":0.9759558602,
+    "ents_p":0.8483365949,
+    "ents_r":0.8414752507,
+    "ents_f":0.8448919929,
     "ents_per_type":{
       "ORG":{
-        "p":0.8488687783,
-        "r":0.8458070334,
-        "f":0.84733514
+        "p":0.8468468468,
+        "r":0.8476104599,
+        "f":0.8472284813
       },
       "LOC":{
-        "p":0.8853362734,
-        "r":0.8615879828,
-        "f":0.8733007069
+        "p":0.8906426156,
+        "r":0.847639485,
+        "f":0.8686091259
       },
       "MISC":{
-        "p":0.7210682493,
-        "r":0.634464752,
-        "f":0.675
+        "p":0.7077363897,
+        "r":0.6449086162,
+        "f":0.674863388
       },
       "PER":{
-        "p":0.8753501401,
-        "r":0.9370314843,
-        "f":0.905141202
+        "p":0.8666666667,
+        "r":0.9355322339,
+        "f":0.8997837058
       }
     },
-    "speed":5495.4128643387
+    "speed":6379.2212982198
   },
   "sources":[
     {

morphologizer/cfg

@@ -143,6 +143,7 @@
     "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",
+    "POS=SPACE":"",
     "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",
@@ -428,6 +429,7 @@
     "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,
+    "POS=SPACE":103,
     "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,

morphologizer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5a9b9e90311921416b10f0d29c442c0a3dc5420a8933f18f83b93a1a4f5032a9
-size 110246
+oid sha256:1e8a91cb3c83b36f684ce042279fede65e0941796cb39f1e8d5621aa8d03a560
+size 110634

ner/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:10c634a0f66db6fdd9799a64178dd349990b08a4b55fa09f13df4ecc2b46d713
+oid sha256:7e0764f3280e15c4fdf7529973a70ae8a51e31807f96488a6c93aff662c2eccf
 size 6496592

ner/moves

@@ -1 +1 @@
-��moves��{"0":{},"1":{"ORG":17258,"PER":11788,"LOC":10825,"MISC":8394},"2":{"ORG":17258,"PER":11788,"LOC":10825,"MISC":8394},"3":{"ORG":17258,"PER":11788,"LOC":10825,"MISC":8394},"4":{"ORG":17258,"PER":11788,"LOC":10825,"MISC":8394,"":1},"5":{"":1}}�cfg��neg_key�
+��moves��{"0":{},"1":{"ORG":17305,"PER":11806,"LOC":10849,"MISC":8419},"2":{"ORG":17305,"PER":11806,"LOC":10849,"MISC":8419},"3":{"ORG":17305,"PER":11806,"LOC":10849,"MISC":8419},"4":{"ORG":17305,"PER":11806,"LOC":10849,"MISC":8419,"":1},"5":{"":1}}�cfg��neg_key�

parser/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9d962c07df07391b223a1a7001e66e1d260edf8141ce2acf71c6f502496a1afe
+oid sha256:d417018f8f7ccc0dcd9fd9471828c5eb2f444fc121cd3e1eaf8aa1c02d302173
 size 308728

parser/moves

@@ -1 +1 @@
-��moves�\{"0":{"":258651},"1":{"":195573},"2":{"det":72570,"case":65459,"punct":19610,"nsubj":19449,"aux":14230,"mark":12806,"cc":12639,"obj":9229,"advmod":8827,"obl":5440,"amod":4654,"cop":3864,"nummod":3858,"nmod":2506,"advcl":871,"iobj":626,"expl:pass":427,"ccomp":423,"fixed||case":265,"parataxis":228,"csubj":226,"xcomp":129,"det||case":38,"case||case":38,"advcl||xcomp":30,"dep":0},"3":{"nmod":35139,"punct":26215,"obj":22382,"amod":16774,"flat":15273,"conj":14255,"obl":13077,"acl":8151,"fixed":7469,"appos":6485,"advcl":4912,"advmod":4253,"nsubj":4001,"ccomp":3301,"xcomp":2945,"compound":2935,"case":1871,"det":1692,"nummod":1032,"csubj":713,"iobj":668,"aux":325,"parataxis":254,"flat||det":228,"mark":217,"cop":159,"nmod||det":135,"appos||det":89,"dep":59,"fixed||case":58,"conj||xcomp":55,"obj||xcomp":50,"advcl||xcomp":46,"fixed||cc":36},"4":{"ROOT":14323}}�cfg��neg_key�
+��moves�^{"0":{"":258656},"1":{"":197737},"2":{"det":72570,"case":65459,"punct":19610,"nsubj":19449,"aux":14230,"mark":12806,"cc":12639,"obj":9229,"advmod":8827,"obl":5440,"amod":4654,"cop":3864,"nummod":3858,"nmod":2506,"advcl":871,"iobj":626,"expl:pass":427,"ccomp":423,"fixed||case":265,"parataxis":228,"csubj":226,"xcomp":129,"det||case":38,"case||case":38,"advcl||xcomp":30,"dep":0},"3":{"nmod":35139,"punct":26215,"obj":22382,"amod":16774,"flat":15273,"conj":14255,"obl":13077,"acl":8151,"fixed":7469,"appos":6485,"advcl":4912,"advmod":4253,"nsubj":4001,"ccomp":3301,"xcomp":2945,"compound":2935,"dep":2223,"case":1871,"det":1692,"nummod":1032,"csubj":713,"iobj":668,"aux":325,"parataxis":254,"flat||det":228,"mark":217,"cop":159,"nmod||det":135,"appos||det":89,"fixed||case":58,"conj||xcomp":55,"obj||xcomp":50,"advcl||xcomp":46,"fixed||cc":36},"4":{"ROOT":14323}}�cfg��neg_key�

senter/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:002186bb5d48fc2407df2df82a0586f4e17cf39858c448809bb0debf8d78f6c4
+oid sha256:d6ac01897ac675add7c5c01c0274d0989975ce5d362420394a9e4102fdf868ea
 size 219953

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ac0bc2017142a37e5faa8609d45d1d53a64e4997415b727147e4ee674bf6efad
+oid sha256:c9d23bdc507ef93ff44caf5127d7437575b2da8e6d6e4d87c43f09f5b8aa9f6a
 size 6365604

vocab/strings.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4973e3f2571b4058e709b101c090eb4380e80f794eeb8d20ef815aeb66e5a870
-size 9423245
+oid sha256:1b98d330cf853adf0e974e6408ce7e9c8bd8c2dd946e34f723c993586c08f1b1
+size 9427102