Update spaCy pipeline

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LICENSES_SOURCES +1 -1
README.md +33 -27
accuracy.json +191 -170
attribute_ruler/patterns +0 -0
config.cfg +30 -26
es_core_news_lg-any-py3-none-any.whl +2 -2
meta.json +287 -211
morphologizer/cfg +183 -75
morphologizer/model +0 -0
ner/model +0 -0
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 Spanish AnCora v2.5
 * Author: Martínez Alonso, Héctor; Zeman, Daniel
 * URL: https://github.com/UniversalDependencies/UD_Spanish-AnCora

+# UD Spanish AnCora v2.8
 * Author: Martínez Alonso, Héctor; Zeman, Daniel
 * URL: https://github.com/UniversalDependencies/UD_Spanish-AnCora

README.md CHANGED Viewed

@@ -14,47 +14,47 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.8983054291
     - name: NER Recall
       type: recall
-      value: 0.8998046159
     - name: NER F Score
       type: f_score
-      value: 0.8990543976
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
-      value: 0.9760483059
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
-      value: 0.9604010025
     - name: SENTER Recall
       type: recall
-      value: 0.9803211587
     - name: SENTER F Score
       type: f_score
-      value: 0.9702588474
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.91242904
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
-      value: 0.91242904
 ---
 ### Details: https://spacy.io/models/es#es_core_news_lg
@@ -63,12 +63,12 @@ Spanish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 | Feature | Description |
 | --- | --- |
 | **Name** | `es_core_news_lg` |
-| **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, 500000 unique vectors (300 dimensions) |
-| **Sources** | [UD Spanish AnCora v2.5](https://github.com/UniversalDependencies/UD_Spanish-AnCora) (Martínez Alonso, Héctor; Zeman, Daniel)<br />[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br />[spaCy lookups data](https://github.com/explosion/spacy-lookups-data) (Explosion)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
 | **License** | `GNU GPL 3.0` |
 | **Author** | [Explosion](https://explosion.ai) |
@@ -76,12 +76,12 @@ Spanish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 <details>
-<summary>View label scheme (414 labels for 4 components)</summary>
 | Component | Labels |
 | --- | --- |
-| **`morphologizer`** | `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `AdpType=Preppron\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `AdpType=Prep\|POS=ADP`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PROPN`, `Case=Acc,Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=PRON\|PronType=Int,Rel`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `POS=SCONJ`, `POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Number=Plur\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=PUNCT\|PunctType=Peri`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=PUNCT\|PunctType=Comm`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `POS=ADV`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Tot`, `POS=PRON\|PronType=Ind`, `POS=ADV\|Polarity=Neg`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Int,Rel`, `POS=PUNCT\|PunctType=Quot`, `POS=PUNCT`, `Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Brck`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Brck`, `NumForm=Digit\|NumType=Card\|POS=NUM`, `NumType=Card\|POS=NUM`, `POS=VERB\|VerbForm=Ger`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADV`, `POS=AUX\|VerbForm=Inf`, `Number=Plur\|POS=DET\|PronType=Ind`, `Number=Plur\|POS=DET\|PronType=Dem`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc,Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `AdvType=Tim\|POS=NOUN`, `AdpType=Prep\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `NumType=Card\|Number=Plur\|POS=NUM`, `AdpType=Preppron\|POS=ADV`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `NumForm=Digit\|POS=NOUN`, `Number=Sing\|POS=PRON\|PronType=Dem`, `AdpType=Preppron\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `POS=AUX\|VerbForm=Ger`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `AdvType=Tim\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Number=Sing\|POS=PRON\|PronType=Int,Rel`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Case=Acc,Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc,Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PART`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `NumForm=Digit\|POS=SYM`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `NumForm=Digit\|NumType=Frac\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PUNCT\|PunctType=Colo`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Neg`, `POS=PUNCT\|PunctType=Semi`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `POS=INTJ`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AdpType=Prep\|POS=ADJ`, `Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=PUNCT\|PunctType=Dash`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NUM`, `Gender=Masc\|POS=NOUN`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc,Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=NOUN\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc,Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `POS=DET\|PronType=Ind`, `POS=DET\|PronType=Int,Rel`, `AdvType=Tim\|POS=ADV`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Qest`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Qest`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Degree=Abs\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Excl`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Excl`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Degree=Abs\|Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=SCONJ\|PronType=Int,Rel`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Acc,Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=SYM`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Ind`, `Case=Acc,Nom\|Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|VerbForm=Fin`, `NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc,Nom\|Number=Plur\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Com\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=NOUN\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Int,Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Tot`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Int,Rel`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Sing\|POS=VERB\|VerbForm=Fin`, `POS=VERB\|VerbForm=Fin`, `Degree=Abs\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Degree=Abs\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc,Dat\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `AdpType=Prep\|Degree=Cmp\|POS=ADV`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Dem`, `Definite=Ind\|Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc,Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Fin`, `Case=Acc,Dat\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Int,Rel`, `Gender=Masc\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Int,Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Ind`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|PunctType=Quot\|VerbForm=Inf`, `Case=Com\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `NumForm=Digit\|NumType=Frac\|POS=SYM`, `Case=Dat\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Ind`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Tot`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=PRON\|PronType=Dem`, `POS=AUX\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Int,Rel`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `AdvType=Tim\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Ind`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Ind`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Com\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `POS=X`, `Case=Com\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `POS=ADP`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=AUX\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `Case=Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=NOUN\|PunctType=Comm`, `Degree=Cmp\|POS=ADJ`, `Gender=Masc\|POS=ADJ`, `Degree=Abs\|Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `POS=PRON\|PronType=Neg`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Ind`, `Number=Sing\|POS=DET\|PronType=Int,Rel` |
-| **`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` |
@@ -92,15 +92,21 @@ Spanish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 | Type | Score |
 | --- | --- |
 | `TOKEN_ACC` | 100.00 |
-| `TAG_ACC` | 97.60 |
-| `POS_ACC` | 98.54 |
-| `MORPH_ACC` | 98.26 |
-| `LEMMA_ACC` | 98.66 |
-| `DEP_UAS` | 91.24 |
-| `DEP_LAS` | 88.27 |
-| `SENTS_P` | 96.04 |
-| `SENTS_R` | 98.03 |
-| `SENTS_F` | 97.03 |
-| `ENTS_P` | 89.83 |
-| `ENTS_R` | 89.98 |
-| `ENTS_F` | 89.91 |

     metrics:
     - name: NER Precision
       type: precision
+      value: 0.8968321744
     - name: NER Recall
       type: recall
+      value: 0.8977083079
     - name: NER F Score
       type: f_score
+      value: 0.8972700273
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
+      value: 0.960796718
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
+      value: 0.954572624
     - name: SENTER Recall
       type: recall
+      value: 0.9777235516
     - name: SENTER F Score
       type: f_score
+      value: 0.9657880414
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
+      value: 0.9129582008
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
+      value: 0.9129582008
 ---
 ### Details: https://spacy.io/models/es#es_core_news_lg
 | Feature | Description |
 | --- | --- |
 | **Name** | `es_core_news_lg` |
+| **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, 500000 unique vectors (300 dimensions) |
+| **Sources** | [UD Spanish AnCora v2.8](https://github.com/UniversalDependencies/UD_Spanish-AnCora) (Martínez Alonso, Héctor; Zeman, Daniel)<br />[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br />[spaCy lookups data](https://github.com/explosion/spacy-lookups-data) (Explosion)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
 | **License** | `GNU GPL 3.0` |
 | **Author** | [Explosion](https://explosion.ai) |
 <details>
+<summary>View label scheme (469 labels for 4 components)</summary>
 | Component | Labels |
 | --- | --- |
+| **`morphologizer`** | `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `POS=ADP`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PROPN`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=PRON\|PronType=Int,Rel`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `POS=SCONJ`, `POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Number=Plur\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=PUNCT\|PunctType=Peri`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=PUNCT\|PunctType=Comm`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `POS=ADV`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Tot`, `POS=PRON\|PronType=Ind`, `POS=ADV\|Polarity=Neg`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Int,Rel`, `POS=PUNCT\|PunctType=Quot`, `POS=PUNCT`, `Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Brck`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Brck`, `NumForm=Digit\|NumType=Card\|POS=NUM`, `NumType=Card\|POS=NUM`, `POS=VERB\|VerbForm=Ger`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADV`, `POS=AUX\|VerbForm=Inf`, `Number=Plur\|POS=DET\|PronType=Ind`, `Number=Plur\|POS=DET\|PronType=Dem`, `POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `AdvType=Tim\|POS=NOUN`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `NumForm=Digit\|POS=NOUN`, `Number=Sing\|POS=PRON\|PronType=Dem`, `Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `POS=AUX\|VerbForm=Ger`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `AdvType=Tim\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Number=Sing\|POS=PRON\|PronType=Int,Rel`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Case=Acc,Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc,Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PART`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `NumForm=Digit\|POS=SYM`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `NumForm=Digit\|NumType=Frac\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PUNCT\|PunctType=Colo`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Neg`, `POS=PUNCT\|PunctType=Semi`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `POS=INTJ`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `POS=PUNCT\|PunctType=Dash`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NUM`, `Gender=Masc\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=NOUN\|VerbForm=Inf`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc,Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `POS=DET\|PronType=Ind`, `POS=DET\|PronType=Int,Rel`, `AdvType=Tim\|POS=ADV`, `POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Qest`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Qest`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Degree=Abs\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Excl`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Excl`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Degree=Abs\|Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `Case=Dat\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=SCONJ\|PronType=Int,Rel`, `Case=Acc,Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Case=Acc,Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=DET\|PronType=Dem`, `Case=Acc,Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=SYM`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Ind`, `Case=Acc,Nom\|Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Case=Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Case=Acc,Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|VerbForm=Fin`, `NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc,Nom\|Number=Plur\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Com\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=NOUN\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Case=Dat\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Case=Acc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Int,Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Tot`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Int,Rel`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Sing\|POS=VERB\|VerbForm=Fin`, `POS=VERB\|VerbForm=Fin`, `Degree=Abs\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Degree=Abs\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Dem`, `Definite=Ind\|Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc,Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Fin`, `POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Int,Rel`, `Gender=Masc\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Int,Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Case=Acc,Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Case=Acc,Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Ind`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Definite=Def\|Foreign=Yes\|POS=DET\|PronType=Art`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|PunctType=Quot\|VerbForm=Inf`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Case=Com\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `NumForm=Digit\|NumType=Frac\|POS=SYM`, `Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Case=Dat\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc,Dat\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Case=Acc,Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Tot`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=PRON\|PronType=Dem`, `Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `POS=AUX\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Int,Rel`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc,Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `AdvType=Tim\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|Typo=Yes\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Ind`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Ind`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Com\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `POS=X`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Case=Com\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Number=Sing\|POS=AUX\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `Case=Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=NOUN\|PunctType=Comm`, `Degree=Cmp\|POS=ADJ`, `Gender=Masc\|POS=ADJ`, `Degree=Abs\|Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `POS=PRON\|PronType=Neg`, `Case=Acc,Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Ind`, `Number=Sing\|POS=DET\|PronType=Int,Rel`, `Definite=Def\|Foreign=Yes\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Foreign=Yes\|POS=NOUN`, `Foreign=Yes\|POS=ADP`, `Foreign=Yes\|POS=CCONJ`, `Foreign=Yes\|POS=PROPN` |
+| **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl:impers`, `expl:pass`, `expl:pv`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` |
 | **`senter`** | `I`, `S` |
 | **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
 | Type | Score |
 | --- | --- |
 | `TOKEN_ACC` | 100.00 |
+| `TOKEN_P` | 99.89 |
+| `TOKEN_R` | 99.95 |
+| `TOKEN_F` | 99.92 |
+| `POS_ACC` | 98.45 |
+| `MORPH_ACC` | 98.09 |
+| `MORPH_MICRO_P` | 99.51 |
+| `MORPH_MICRO_R` | 98.89 |
+| `MORPH_MICRO_F` | 99.20 |
+| `SENTS_P` | 95.46 |
+| `SENTS_R` | 97.77 |
+| `SENTS_F` | 96.58 |
+| `DEP_UAS` | 91.30 |
+| `DEP_LAS` | 88.14 |
+| `TAG_ACC` | 96.08 |
+| `LEMMA_ACC` | 96.56 |
+| `ENTS_P` | 89.68 |
+| `ENTS_R` | 89.77 |
+| `ENTS_F` | 89.73 |

accuracy.json CHANGED Viewed

@@ -1,105 +1,98 @@
 {
-  "token_acc": 0.9999712591,
-  "tag_acc": 0.9760483059,
-  "pos_acc": 0.9853836201,
-  "morph_acc": 0.9825829395,
-  "lemma_acc": 0.9866405995,
-  "dep_uas": 0.91242904,
-  "dep_las": 0.8826830252,
-  "sents_p": 0.9604010025,
-  "sents_r": 0.9803211587,
-  "sents_f": 0.9702588474,
-  "speed": 9686.8354741458,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.9986493331,
-      "r": 0.9988179669,
-      "f": 0.9987336429
     },
     "Gender": {
-      "p": 0.9954489954,
-      "r": 0.9876651982,
-      "f": 0.991541821
     },
     "Number": {
-      "p": 0.9980570735,
-      "r": 0.9900819146,
-      "f": 0.9940534984
     },
     "PronType": {
-      "p": 0.9977487136,
-      "r": 0.9917945439,
-      "f": 0.9947627191
     },
     "PunctType": {
-      "p": 0.9995216074,
-      "r": 0.9992029332,
-      "f": 0.9993622449
-    },
-    "AdpType": {
-      "p": 0.9995323278,
-      "r": 0.9965030889,
-      "f": 0.9980154098
     },
     "VerbForm": {
-      "p": 0.9927797834,
-      "r": 0.9884356931,
-      "f": 0.9906029757
     },
     "Mood": {
-      "p": 0.9912302681,
-      "r": 0.9835902536,
-      "f": 0.9873954823
     },
     "Person": {
-      "p": 0.9936864258,
-      "r": 0.9860772711,
-      "f": 0.9898672257
     },
     "Tense": {
-      "p": 0.9910652921,
-      "r": 0.9860952815,
-      "f": 0.9885740402
     },
     "NumForm": {
-      "p": 0.9868421053,
       "r": 0.9724473258,
-      "f": 0.9795918367
     },
     "NumType": {
-      "p": 0.9793459552,
       "r": 0.9571068124,
-      "f": 0.9680986814
     },
     "Poss": {
-      "p": 0.9981751825,
-      "r": 1.0,
-      "f": 0.999086758
     },
     "PunctSide": {
-      "p": 0.997995992,
       "r": 0.996,
-      "f": 0.996996997
     },
     "Case": {
-      "p": 0.9991503823,
-      "r": 0.9865771812,
-      "f": 0.9928239764
     },
     "PrepCase": {
-      "p": 1.0,
-      "r": 0.9855371901,
-      "f": 0.9927159209
     },
     "Reflex": {
-      "p": 1.0,
-      "r": 0.9903691814,
-      "f": 0.9951612903
     },
     "Degree": {
-      "p": 0.9889705882,
-      "r": 0.9572953737,
-      "f": 0.972875226
     },
     "Polarity": {
       "p": 1.0,
@@ -107,151 +100,171 @@
       "f": 0.996742671
     },
     "AdvType": {
-      "p": 0.9619565217,
-      "r": 0.9414893617,
-      "f": 0.9516129032
     },
     "Number[psor]": {
       "p": 0.9722222222,
       "r": 1.0,
       "f": 0.985915493
     }
   },
   "dep_las_per_type": {
     "det": {
-      "p": 0.9758064516,
-      "r": 0.9824786325,
-      "f": 0.9791311755
     },
     "nsubj": {
-      "p": 0.896348211,
-      "r": 0.8888076079,
-      "f": 0.8925619835
     },
     "case": {
-      "p": 0.9654703643,
-      "r": 0.9662585034,
-      "f": 0.9658642731
     },
     "amod": {
-      "p": 0.9228340933,
-      "r": 0.916086351,
-      "f": 0.919447842
     },
     "nmod": {
-      "p": 0.8374801482,
-      "r": 0.8377018798,
-      "f": 0.8375909993
     },
     "mark": {
-      "p": 0.9028815368,
-      "r": 0.9185667752,
-      "f": 0.91065662
     },
     "acl": {
-      "p": 0.7471374046,
-      "r": 0.7457142857,
-      "f": 0.7464251668
     },
     "advcl": {
-      "p": 0.5992907801,
-      "r": 0.6251541307,
-      "f": 0.611949306
     },
     "nummod": {
-      "p": 0.896925859,
-      "r": 0.8747795414,
-      "f": 0.8857142857
     },
     "obj": {
-      "p": 0.8400112076,
-      "r": 0.8710052295,
-      "f": 0.8552274996
     },
     "obl": {
-      "p": 0.7383669886,
-      "r": 0.7256255393,
-      "f": 0.7319408181
-    },
-    "advmod": {
-      "p": 0.8452447946,
-      "r": 0.8363028953,
-      "f": 0.84075007
     },
     "fixed": {
-      "p": 0.855656697,
-      "r": 0.8371501272,
-      "f": 0.8463022508
     },
     "cc": {
-      "p": 0.9288674033,
-      "r": 0.9218642906,
-      "f": 0.9253525972
     },
     "conj": {
-      "p": 0.7135348226,
-      "r": 0.6930440332,
-      "f": 0.7031401748
     },
     "root": {
-      "p": 0.9169157203,
-      "r": 0.9274486094,
-      "f": 0.922152089
     },
     "flat": {
-      "p": 0.8997805413,
-      "r": 0.9234234234,
-      "f": 0.9114486847
     },
     "xcomp": {
-      "p": 0.8320413437,
-      "r": 0.7911547912,
-      "f": 0.8110831234
     },
     "compound": {
-      "p": 0.875,
-      "r": 0.756,
-      "f": 0.8111587983
     },
     "cop": {
-      "p": 0.8993576017,
-      "r": 0.9012875536,
-      "f": 0.9003215434
     },
     "ccomp": {
-      "p": 0.8269581056,
-      "r": 0.8501872659,
-      "f": 0.838411819
     },
     "iobj": {
-      "p": 0.7903225806,
-      "r": 0.5444444444,
-      "f": 0.6447368421
     },
     "aux": {
-      "p": 0.9572039943,
-      "r": 0.9544807966,
-      "f": 0.9558404558
     },
     "appos": {
-      "p": 0.6600790514,
-      "r": 0.6987447699,
-      "f": 0.6788617886
-    },
-    "csubj": {
-      "p": 0.7472527473,
-      "r": 0.7157894737,
-      "f": 0.7311827957
     },
     "expl:pass": {
-      "p": 0.4761904762,
-      "r": 0.2222222222,
-      "f": 0.303030303
     },
     "parataxis": {
-      "p": 0.6481481481,
-      "r": 0.4117647059,
-      "f": 0.5035971223
     },
     "orphan": {
       "p": 0.0,
@@ -259,44 +272,52 @@
       "f": 0.0
     },
     "dep": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "nsubj:pass": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "aux:pass": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     }
   },
-  "ents_p": 0.8983054291,
-  "ents_r": 0.8998046159,
-  "ents_f": 0.8990543976,
   "ents_per_type": {
     "LOC": {
-      "p": 0.8954000489,
-      "r": 0.9073140496,
-      "f": 0.9013176799
     },
     "PER": {
-      "p": 0.942722277,
-      "r": 0.954013974,
-      "f": 0.9483345145
     },
     "MISC": {
-      "p": 0.8419041554,
-      "r": 0.8035253001,
-      "f": 0.8222671435
     },
     "ORG": {
-      "p": 0.8497274236,
-      "r": 0.8285186041,
-      "f": 0.8389890007
     }
-  }
 }

 {
+  "token_acc": 0.9999808396,
+  "token_p": 0.9989078786,
+  "token_r": 0.9995398685,
+  "token_f": 0.9992237736,
+  "pos_acc": 0.9845103903,
+  "morph_acc": 0.9809052741,
+  "morph_micro_p": 0.995050647,
+  "morph_micro_r": 0.9889118156,
+  "morph_micro_f": 0.9919717338,
   "morph_per_feat": {
     "Definite": {
+      "p": 0.9990014265,
+      "r": 0.9990014265,
+      "f": 0.9990014265
     },
     "Gender": {
+      "p": 0.9955450734,
+      "r": 0.9869070504,
+      "f": 0.9912072429
     },
     "Number": {
+      "p": 0.9983703244,
+      "r": 0.9899199754,
+      "f": 0.9941271926
     },
     "PronType": {
+      "p": 0.9975036006,
+      "r": 0.9922636103,
+      "f": 0.9948767058
     },
     "PunctType": {
+      "p": 0.9995213021,
+      "r": 0.9985652798,
+      "f": 0.9990430622
     },
     "VerbForm": {
+      "p": 0.9918610111,
+      "r": 0.99015625,
+      "f": 0.9910078974
     },
     "Mood": {
+      "p": 0.9885028743,
+      "r": 0.9830971912,
+      "f": 0.9857926221
     },
     "Person": {
+      "p": 0.9928233853,
+      "r": 0.9872932985,
+      "f": 0.9900506197
     },
     "Tense": {
+      "p": 0.9883428571,
+      "r": 0.9854147675,
+      "f": 0.9868766404
     },
     "NumForm": {
+      "p": 0.9884678748,
       "r": 0.9724473258,
+      "f": 0.9803921569
     },
     "NumType": {
+      "p": 0.9801894918,
       "r": 0.9571068124,
+      "f": 0.9685106383
     },
     "Poss": {
+      "p": 1.0,
+      "r": 0.9981718464,
+      "f": 0.9990850869
     },
     "PunctSide": {
+      "p": 1.0,
       "r": 0.996,
+      "f": 0.997995992
     },
     "Case": {
+      "p": 0.9394463668,
+      "r": 0.9394463668,
+      "f": 0.9394463668
     },
     "PrepCase": {
+      "p": 0.9979101358,
+      "r": 0.9886128364,
+      "f": 0.9932397296
     },
     "Reflex": {
+      "p": 0.9903536977,
+      "r": 0.9903536977,
+      "f": 0.9903536977
     },
     "Degree": {
+      "p": 0.9927007299,
+      "r": 0.9679715302,
+      "f": 0.9801801802
     },
     "Polarity": {
       "p": 1.0,
       "f": 0.996742671
     },
     "AdvType": {
+      "p": 0.9555555556,
+      "r": 0.914893617,
+      "f": 0.9347826087
     },
     "Number[psor]": {
       "p": 0.9722222222,
       "r": 1.0,
       "f": 0.985915493
+    },
+    "Foreign": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
     }
   },
+  "sents_p": 0.954572624,
+  "sents_r": 0.9777235516,
+  "sents_f": 0.9657880414,
+  "dep_uas": 0.9129582008,
+  "dep_las": 0.8813799416,
   "dep_las_per_type": {
     "det": {
+      "p": 0.977442549,
+      "r": 0.9808998302,
+      "f": 0.9791681378
     },
     "nsubj": {
+      "p": 0.8937823834,
+      "r": 0.8833211412,
+      "f": 0.8885209713
     },
     "case": {
+      "p": 0.961450638,
+      "r": 0.9649501213,
+      "f": 0.9631972011
     },
     "amod": {
+      "p": 0.9206404455,
+      "r": 0.9206404455,
+      "f": 0.9206404455
     },
     "nmod": {
+      "p": 0.8269633508,
+      "r": 0.8363780778,
+      "f": 0.83164407
     },
     "mark": {
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+  "lemma_acc": 0.9655853179,
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   "ents_per_type": {
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 }

attribute_ruler/patterns CHANGED Viewed

Binary files a/attribute_ruler/patterns and b/attribute_ruler/patterns differ

config.cfg CHANGED Viewed

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/es-dep-news/train.spacy"
-dev = "corpus/es-dep-news/dev.spacy"
-vectors = "corpus/es_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]
 @architectures = "spacy.Tagger.v1"
@@ -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
 [corpora.train]
 @readers = "spacy.Corpus.v1"
-path = ${paths:train}
-max_length = 5000
 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
 ents_r = 0.0
 ents_per_type = null
 [pretraining]
 [initialize]
-vocab_data = ${paths.vocab_data}
 vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 before_init = null

 [paths]
+train = null
+dev = null
+vectors = null
 init_tok2vec = null
 [system]
 gpu_allocator = null
 [components.attribute_ruler]
 factory = "attribute_ruler"
+scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
 validate = false
 [components.lemmatizer]
 mode = "rule"
 model = null
 overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
 [components.morphologizer]
 factory = "morphologizer"
+extend = false
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 [components.morphologizer.model]
 @architectures = "spacy.Tagger.v1"
 factory = "ner"
 incorrect_spans_key = null
 moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
 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
+limit = 0
 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

es_core_news_lg-any-py3-none-any.whl CHANGED Viewed

@@ -1,3 +1,3 @@
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+size 569075215

meta.json CHANGED Viewed

@@ -1,14 +1,14 @@
 {
   "lang":"es",
   "name":"core_news_lg",
-  "version":"3.1.0",
   "description":"Spanish 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":">=3.1.0,<3.2.0",
-  "spacy_git_version":"caba63b74",
   "vectors":{
     "width":300,
     "vectors":500000,
@@ -22,12 +22,12 @@
     "morphologizer":[
       "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
       "Gender=Masc|Number=Sing|POS=NOUN",
-      "AdpType=Preppron|POS=ADP",
       "Gender=Masc|Number=Sing|POS=ADJ",
-      "AdpType=Prep|POS=ADP",
       "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
       "POS=PROPN",
-      "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
       "POS=VERB|VerbForm=Inf",
       "Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
@@ -86,20 +86,18 @@
       "POS=AUX|VerbForm=Inf",
       "Number=Plur|POS=DET|PronType=Ind",
       "Number=Plur|POS=DET|PronType=Dem",
       "Degree=Cmp|Number=Sing|POS=ADJ",
       "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
-      "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
       "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
       "AdvType=Tim|POS=NOUN",
-      "AdpType=Prep|POS=ADV",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
       "NumType=Card|Number=Plur|POS=NUM",
-      "AdpType=Preppron|POS=ADV",
       "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "NumForm=Digit|POS=NOUN",
       "Number=Sing|POS=PRON|PronType=Dem",
-      "AdpType=Preppron|Gender=Masc|Number=Sing|POS=ADJ",
       "Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Fem|Number=Plur|POS=ADJ",
       "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
@@ -113,6 +111,7 @@
       "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
       "Number=Sing|POS=DET|PronType=Tot",
       "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "Degree=Cmp|Number=Plur|POS=ADJ",
@@ -161,7 +160,7 @@
       "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
-      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
       "POS=PUNCT|PunctType=Colo",
       "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
@@ -183,9 +182,10 @@
       "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
       "Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
-      "AdpType=Prep|POS=ADJ",
       "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "POS=PUNCT|PunctType=Dash",
       "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
       "Gender=Masc|Number=Sing|POS=DET|PronType=Neg",
       "Gender=Fem|NumType=Card|Number=Plur|POS=NUM",
@@ -193,12 +193,13 @@
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
       "Gender=Masc|NumType=Card|Number=Plur|POS=NUM",
       "Gender=Masc|POS=NOUN",
-      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
       "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
-      "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
       "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
       "POS=NOUN|VerbForm=Inf",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
       "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
       "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
@@ -211,7 +212,7 @@
       "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg",
-      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
@@ -219,27 +220,31 @@
       "Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
       "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
       "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
       "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Fem|Number=Sing|POS=DET|PronType=Tot",
       "POS=DET|PronType=Ind",
       "POS=DET|PronType=Int,Rel",
       "AdvType=Tim|POS=ADV",
       "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
       "POS=PUNCT|PunctSide=Ini|PunctType=Qest",
       "POS=PUNCT|PunctSide=Fin|PunctType=Qest",
       "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
       "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
       "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ",
-      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "POS=PUNCT|PunctSide=Ini|PunctType=Excl",
       "POS=PUNCT|PunctSide=Fin|PunctType=Excl",
       "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
-      "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot",
       "Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
@@ -249,37 +254,50 @@
       "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
       "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
       "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
-      "Case=Acc,Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art",
       "Gender=Fem|NumType=Card|Number=Sing|POS=NUM",
       "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "POS=SCONJ|PronType=Int,Rel",
       "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "NumType=Card|Number=Sing|POS=DET|PronType=Ind",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
       "Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Number=Sing|POS=DET|PronType=Dem",
       "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
       "POS=SYM",
       "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg",
       "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
       "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
       "Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
       "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
       "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
       "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
       "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel",
       "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
-      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
       "Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
       "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin",
       "NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
@@ -289,7 +307,7 @@
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
       "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs",
       "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
       "NumType=Card|Number=Sing|POS=NUM",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin",
@@ -297,13 +315,15 @@
       "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
       "Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
       "Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Number=Sing|POS=NOUN|VerbForm=Fin",
-      "Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
-      "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
       "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel",
       "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
@@ -315,9 +335,8 @@
       "POS=VERB|VerbForm=Fin",
       "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ",
       "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ",
-      "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
       "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
-      "AdpType=Prep|Degree=Cmp|POS=ADV",
       "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Dem",
       "Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art",
@@ -326,79 +345,113 @@
       "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
       "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin",
-      "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
       "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel",
       "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
-      "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
       "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
       "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
       "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Dem",
       "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
       "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
       "Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
-      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf",
       "Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
       "NumForm=Digit|NumType=Frac|POS=SYM",
       "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
       "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind",
       "Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
-      "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
-      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Number=Sing|POS=PRON|PronType=Tot",
       "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
       "NumType=Card|Number=Plur|POS=DET|PronType=Ind",
       "POS=PRON|PronType=Dem",
       "POS=AUX|VerbForm=Fin",
       "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
       "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
       "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
       "Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Case=Acc|Gender=Masc|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN",
       "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
       "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
       "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
       "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Masc|Number=Plur|POS=DET|PronType=Art",
       "Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part",
       "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
-      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
       "Case=Com|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
       "POS=X",
       "Case=Com|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
-      "POS=ADP",
       "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
-      "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin",
       "Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
       "Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
-      "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
-      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
       "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
       "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
       "POS=NOUN|PunctType=Comm",
       "Degree=Cmp|POS=ADJ",
       "Gender=Masc|POS=ADJ",
       "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
       "POS=PRON|PronType=Neg",
       "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
-      "Number=Sing|POS=DET|PronType=Int,Rel"
     ],
     "parser":[
       "ROOT",
@@ -417,7 +470,9 @@
       "csubj",
       "dep",
       "det",
       "expl:pass",
       "fixed",
       "flat",
       "iobj",
@@ -469,107 +524,100 @@
     "senter"
   ],
   "performance":{
-    "token_acc":0.9999712591,
-    "tag_acc":0.9760483059,
-    "pos_acc":0.9853836201,
-    "morph_acc":0.9825829395,
-    "lemma_acc":0.9866405995,
-    "dep_uas":0.91242904,
-    "dep_las":0.8826830252,
-    "sents_p":0.9604010025,
-    "sents_r":0.9803211587,
-    "sents_f":0.9702588474,
-    "speed":9686.8354741458,
     "morph_per_feat":{
       "Definite":{
-        "p":0.9986493331,
-        "r":0.9988179669,
-        "f":0.9987336429
       },
       "Gender":{
-        "p":0.9954489954,
-        "r":0.9876651982,
-        "f":0.991541821
       },
       "Number":{
-        "p":0.9980570735,
-        "r":0.9900819146,
-        "f":0.9940534984
       },
       "PronType":{
-        "p":0.9977487136,
-        "r":0.9917945439,
-        "f":0.9947627191
       },
       "PunctType":{
-        "p":0.9995216074,
-        "r":0.9992029332,
-        "f":0.9993622449
-      },
-      "AdpType":{
-        "p":0.9995323278,
-        "r":0.9965030889,
-        "f":0.9980154098
       },
       "VerbForm":{
-        "p":0.9927797834,
-        "r":0.9884356931,
-        "f":0.9906029757
       },
       "Mood":{
-        "p":0.9912302681,
-        "r":0.9835902536,
-        "f":0.9873954823
       },
       "Person":{
-        "p":0.9936864258,
-        "r":0.9860772711,
-        "f":0.9898672257
       },
       "Tense":{
-        "p":0.9910652921,
-        "r":0.9860952815,
-        "f":0.9885740402
       },
       "NumForm":{
-        "p":0.9868421053,
         "r":0.9724473258,
-        "f":0.9795918367
       },
       "NumType":{
-        "p":0.9793459552,
         "r":0.9571068124,
-        "f":0.9680986814
       },
       "Poss":{
-        "p":0.9981751825,
-        "r":1.0,
-        "f":0.999086758
       },
       "PunctSide":{
-        "p":0.997995992,
         "r":0.996,
-        "f":0.996996997
       },
       "Case":{
-        "p":0.9991503823,
-        "r":0.9865771812,
-        "f":0.9928239764
       },
       "PrepCase":{
-        "p":1.0,
-        "r":0.9855371901,
-        "f":0.9927159209
       },
       "Reflex":{
-        "p":1.0,
-        "r":0.9903691814,
-        "f":0.9951612903
       },
       "Degree":{
-        "p":0.9889705882,
-        "r":0.9572953737,
-        "f":0.972875226
       },
       "Polarity":{
         "p":1.0,
@@ -577,151 +625,171 @@
         "f":0.996742671
       },
       "AdvType":{
-        "p":0.9619565217,
-        "r":0.9414893617,
-        "f":0.9516129032
       },
       "Number[psor]":{
         "p":0.9722222222,
         "r":1.0,
         "f":0.985915493
       }
     },
     "dep_las_per_type":{
       "det":{
-        "p":0.9758064516,
-        "r":0.9824786325,
-        "f":0.9791311755
       },
       "nsubj":{
-        "p":0.896348211,
-        "r":0.8888076079,
-        "f":0.8925619835
       },
       "case":{
-        "p":0.9654703643,
-        "r":0.9662585034,
-        "f":0.9658642731
       },
       "amod":{
-        "p":0.9228340933,
-        "r":0.916086351,
-        "f":0.919447842
       },
       "nmod":{
-        "p":0.8374801482,
-        "r":0.8377018798,
-        "f":0.8375909993
       },
       "mark":{
-        "p":0.9028815368,
-        "r":0.9185667752,
-        "f":0.91065662
       },
       "acl":{
-        "p":0.7471374046,
-        "r":0.7457142857,
-        "f":0.7464251668
       },
       "advcl":{
-        "p":0.5992907801,
-        "r":0.6251541307,
-        "f":0.611949306
       },
       "nummod":{
-        "p":0.896925859,
-        "r":0.8747795414,
-        "f":0.8857142857
       },
       "obj":{
-        "p":0.8400112076,
-        "r":0.8710052295,
-        "f":0.8552274996
       },
       "obl":{
-        "p":0.7383669886,
-        "r":0.7256255393,
-        "f":0.7319408181
-      },
-      "advmod":{
-        "p":0.8452447946,
-        "r":0.8363028953,
-        "f":0.84075007
       },
       "fixed":{
-        "p":0.855656697,
-        "r":0.8371501272,
-        "f":0.8463022508
       },
       "cc":{
-        "p":0.9288674033,
-        "r":0.9218642906,
-        "f":0.9253525972
       },
       "conj":{
-        "p":0.7135348226,
-        "r":0.6930440332,
-        "f":0.7031401748
       },
       "root":{
-        "p":0.9169157203,
-        "r":0.9274486094,
-        "f":0.922152089
       },
       "flat":{
-        "p":0.8997805413,
-        "r":0.9234234234,
-        "f":0.9114486847
       },
       "xcomp":{
-        "p":0.8320413437,
-        "r":0.7911547912,
-        "f":0.8110831234
       },
       "compound":{
-        "p":0.875,
-        "r":0.756,
-        "f":0.8111587983
       },
       "cop":{
-        "p":0.8993576017,
-        "r":0.9012875536,
-        "f":0.9003215434
       },
       "ccomp":{
-        "p":0.8269581056,
-        "r":0.8501872659,
-        "f":0.838411819
       },
       "iobj":{
-        "p":0.7903225806,
-        "r":0.5444444444,
-        "f":0.6447368421
       },
       "aux":{
-        "p":0.9572039943,
-        "r":0.9544807966,
-        "f":0.9558404558
       },
       "appos":{
-        "p":0.6600790514,
-        "r":0.6987447699,
-        "f":0.6788617886
-      },
-      "csubj":{
-        "p":0.7472527473,
-        "r":0.7157894737,
-        "f":0.7311827957
       },
       "expl:pass":{
-        "p":0.4761904762,
-        "r":0.2222222222,
-        "f":0.303030303
       },
       "parataxis":{
-        "p":0.6481481481,
-        "r":0.4117647059,
-        "f":0.5035971223
       },
       "orphan":{
         "p":0.0,
@@ -729,50 +797,58 @@
         "f":0.0
       },
       "dep":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
-      "nsubj:pass":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
-      "aux:pass":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       }
     },
-    "ents_p":0.8983054291,
-    "ents_r":0.8998046159,
-    "ents_f":0.8990543976,
     "ents_per_type":{
       "LOC":{
-        "p":0.8954000489,
-        "r":0.9073140496,
-        "f":0.9013176799
       },
       "PER":{
-        "p":0.942722277,
-        "r":0.954013974,
-        "f":0.9483345145
       },
       "MISC":{
-        "p":0.8419041554,
-        "r":0.8035253001,
-        "f":0.8222671435
       },
       "ORG":{
-        "p":0.8497274236,
-        "r":0.8285186041,
-        "f":0.8389890007
       }
-    }
   },
   "sources":[
     {
-      "name":"UD Spanish AnCora v2.5",
       "url":"https://github.com/UniversalDependencies/UD_Spanish-AnCora",
       "license":"GNU GPL 3.0",
       "author":"Mart\u00ednez Alonso, H\u00e9ctor; Zeman, Daniel"

 {
   "lang":"es",
   "name":"core_news_lg",
+  "version":"3.2.0",
   "description":"Spanish 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":500000,
     "morphologizer":[
       "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
       "Gender=Masc|Number=Sing|POS=NOUN",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
       "Gender=Masc|Number=Sing|POS=ADJ",
+      "POS=ADP",
       "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
       "POS=PROPN",
+      "Case=Acc|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
       "POS=VERB|VerbForm=Inf",
       "Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
       "POS=AUX|VerbForm=Inf",
       "Number=Plur|POS=DET|PronType=Ind",
       "Number=Plur|POS=DET|PronType=Dem",
+      "POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Degree=Cmp|Number=Sing|POS=ADJ",
       "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
       "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
       "AdvType=Tim|POS=NOUN",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
       "NumType=Card|Number=Plur|POS=NUM",
       "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "NumForm=Digit|POS=NOUN",
       "Number=Sing|POS=PRON|PronType=Dem",
       "Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Fem|Number=Plur|POS=ADJ",
       "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
       "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
       "Number=Sing|POS=DET|PronType=Tot",
       "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "Degree=Cmp|Number=Plur|POS=ADJ",
       "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Case=Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
       "POS=PUNCT|PunctType=Colo",
       "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
       "Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "POS=PUNCT|PunctType=Dash",
+      "Case=Acc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
       "Gender=Masc|Number=Sing|POS=DET|PronType=Neg",
       "Gender=Fem|NumType=Card|Number=Plur|POS=NUM",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
       "Gender=Masc|NumType=Card|Number=Plur|POS=NUM",
       "Gender=Masc|POS=NOUN",
+      "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
       "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Acc|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
       "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
       "POS=NOUN|VerbForm=Inf",
+      "Case=Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
       "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
       "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
       "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg",
+      "Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
       "Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
       "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
+      "Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
       "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Fem|Number=Sing|POS=DET|PronType=Tot",
       "POS=DET|PronType=Ind",
       "POS=DET|PronType=Int,Rel",
       "AdvType=Tim|POS=ADV",
+      "POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
+      "Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "POS=PUNCT|PunctSide=Ini|PunctType=Qest",
       "POS=PUNCT|PunctSide=Fin|PunctType=Qest",
+      "Case=Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
       "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
       "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "POS=PUNCT|PunctSide=Ini|PunctType=Excl",
       "POS=PUNCT|PunctSide=Fin|PunctType=Excl",
       "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot",
       "Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
       "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
       "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
       "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
+      "Case=Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art",
       "Gender=Fem|NumType=Card|Number=Sing|POS=NUM",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Case=Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
       "POS=SCONJ|PronType=Int,Rel",
+      "Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "NumType=Card|Number=Sing|POS=DET|PronType=Ind",
       "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
+      "Case=Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
+      "POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
       "Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
       "Number=Sing|POS=DET|PronType=Dem",
+      "Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
       "POS=SYM",
       "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg",
       "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
       "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
       "Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Case=Acc|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
       "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
+      "Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel",
       "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
       "Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
       "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin",
       "NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
       "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
       "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs",
       "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
+      "Case=Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
       "NumType=Card|Number=Sing|POS=NUM",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+      "Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
       "Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
       "Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Number=Sing|POS=NOUN|VerbForm=Fin",
+      "Case=Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+      "Case=Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
       "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel",
       "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
       "POS=VERB|VerbForm=Fin",
       "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ",
       "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
       "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
       "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
       "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Dem",
       "Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art",
       "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
       "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin",
+      "POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
       "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel",
       "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
       "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Acc|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
       "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
       "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Definite=Def|Foreign=Yes|POS=DET|PronType=Art",
+      "Case=Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
       "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Dem",
       "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
       "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
       "Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art",
+      "Case=Acc|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf",
+      "Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
       "NumForm=Digit|NumType=Frac|POS=SYM",
+      "Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
       "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Case=Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Acc,Dat|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+      "Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
+      "Case=Dat|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Case=Acc|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Number=Sing|POS=PRON|PronType=Tot",
       "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
       "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
       "NumType=Card|Number=Plur|POS=DET|PronType=Ind",
       "POS=PRON|PronType=Dem",
+      "Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "POS=AUX|VerbForm=Fin",
       "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
       "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
       "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
       "Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
       "Case=Acc|Gender=Masc|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Case=Acc,Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN",
       "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
       "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Acc|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
       "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
       "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
       "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art",
       "Gender=Masc|Number=Plur|POS=DET|PronType=Art",
       "Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part",
       "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
+      "Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
+      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
       "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
       "Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
       "Case=Com|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
       "POS=X",
+      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Case=Com|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
       "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Case=Acc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
+      "Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin",
       "Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
       "Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
       "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
       "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
       "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Case=Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
       "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
       "POS=NOUN|PunctType=Comm",
       "Degree=Cmp|POS=ADJ",
       "Gender=Masc|POS=ADJ",
       "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
       "POS=PRON|PronType=Neg",
+      "Case=Acc,Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
+      "Case=Dat|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
       "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
+      "Number=Sing|POS=DET|PronType=Int,Rel",
+      "Definite=Def|Foreign=Yes|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Foreign=Yes|POS=NOUN",
+      "Foreign=Yes|POS=ADP",
+      "Foreign=Yes|POS=CCONJ",
+      "Foreign=Yes|POS=PROPN"
     ],
     "parser":[
       "ROOT",
       "csubj",
       "dep",
       "det",
+      "expl:impers",
       "expl:pass",
+      "expl:pv",
       "fixed",
       "flat",
       "iobj",
     "senter"
   ],
   "performance":{
+    "token_acc":0.9999808396,
+    "token_p":0.9989078786,
+    "token_r":0.9995398685,
+    "token_f":0.9992237736,
+    "pos_acc":0.9845103903,
+    "morph_acc":0.9809052741,
+    "morph_micro_p":0.995050647,
+    "morph_micro_r":0.9889118156,
+    "morph_micro_f":0.9919717338,
     "morph_per_feat":{
       "Definite":{
+        "p":0.9990014265,
+        "r":0.9990014265,
+        "f":0.9990014265
       },
       "Gender":{
+        "p":0.9955450734,
+        "r":0.9869070504,
+        "f":0.9912072429
       },
       "Number":{
+        "p":0.9983703244,
+        "r":0.9899199754,
+        "f":0.9941271926
       },
       "PronType":{
+        "p":0.9975036006,
+        "r":0.9922636103,
+        "f":0.9948767058
       },
       "PunctType":{
+        "p":0.9995213021,
+        "r":0.9985652798,
+        "f":0.9990430622
       },
       "VerbForm":{
+        "p":0.9918610111,
+        "r":0.99015625,
+        "f":0.9910078974
       },
       "Mood":{
+        "p":0.9885028743,
+        "r":0.9830971912,
+        "f":0.9857926221
       },
       "Person":{
+        "p":0.9928233853,
+        "r":0.9872932985,
+        "f":0.9900506197
       },
       "Tense":{
+        "p":0.9883428571,
+        "r":0.9854147675,
+        "f":0.9868766404
       },
       "NumForm":{
+        "p":0.9884678748,
         "r":0.9724473258,
+        "f":0.9803921569
       },
       "NumType":{
+        "p":0.9801894918,
         "r":0.9571068124,
+        "f":0.9685106383
       },
       "Poss":{
+        "p":1.0,
+        "r":0.9981718464,
+        "f":0.9990850869
       },
       "PunctSide":{
+        "p":1.0,
         "r":0.996,
+        "f":0.997995992
       },
       "Case":{
+        "p":0.9394463668,
+        "r":0.9394463668,
+        "f":0.9394463668
       },
       "PrepCase":{
+        "p":0.9979101358,
+        "r":0.9886128364,
+        "f":0.9932397296
       },
       "Reflex":{
+        "p":0.9903536977,
+        "r":0.9903536977,
+        "f":0.9903536977
       },
       "Degree":{
+        "p":0.9927007299,
+        "r":0.9679715302,
+        "f":0.9801801802
       },
       "Polarity":{
         "p":1.0,
         "f":0.996742671
       },
       "AdvType":{
+        "p":0.9555555556,
+        "r":0.914893617,
+        "f":0.9347826087
       },
       "Number[psor]":{
         "p":0.9722222222,
         "r":1.0,
         "f":0.985915493
+      },
+      "Foreign":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
       }
     },
+    "sents_p":0.954572624,
+    "sents_r":0.9777235516,
+    "sents_f":0.9657880414,
+    "dep_uas":0.9129582008,
+    "dep_las":0.8813799416,
     "dep_las_per_type":{
       "det":{
+        "p":0.977442549,
+        "r":0.9808998302,
+        "f":0.9791681378
       },
       "nsubj":{
+        "p":0.8937823834,
+        "r":0.8833211412,
+        "f":0.8885209713
       },
       "case":{
+        "p":0.961450638,
+        "r":0.9649501213,
+        "f":0.9631972011
       },
       "amod":{
+        "p":0.9206404455,
+        "r":0.9206404455,
+        "f":0.9206404455
       },
       "nmod":{
+        "p":0.8269633508,
+        "r":0.8363780778,
+        "f":0.83164407
       },
       "mark":{
+        "p":0.9069895432,
+        "r":0.9175946548,
+        "f":0.9122612787
       },
       "acl":{
+        "p":0.7581888247,
+        "r":0.7495238095,
+        "f":0.7538314176
       },
       "advcl":{
+        "p":0.6263345196,
+        "r":0.6510480888,
+        "f":0.638452237
       },
       "nummod":{
+        "p":0.8884955752,
+        "r":0.885361552,
+        "f":0.8869257951
       },
       "obj":{
+        "p":0.8299274885,
+        "r":0.8382157124,
+        "f":0.8340510103
       },
       "obl":{
+        "p":0.7407568508,
+        "r":0.735002158,
+        "f":0.7378682842
       },
       "fixed":{
+        "p":0.8636363636,
+        "r":0.8183041723,
+        "f":0.8403593642
       },
       "cc":{
+        "p":0.9327789328,
+        "r":0.9250859107,
+        "f":0.9289164941
       },
       "conj":{
+        "p":0.7046496398,
+        "r":0.6866624123,
+        "f":0.6955397544
       },
       "root":{
+        "p":0.9163179916,
+        "r":0.9268440145,
+        "f":0.9215509468
       },
       "flat":{
+        "p":0.9088905217,
+        "r":0.9293764087,
+        "f":0.9190193165
       },
       "xcomp":{
+        "p":0.831202046,
+        "r":0.7985257985,
+        "f":0.8145363409
+      },
+      "advmod":{
+        "p":0.8532423208,
+        "r":0.8455467869,
+        "f":0.8493771234
       },
       "compound":{
+        "p":0.8396226415,
+        "r":0.7148594378,
+        "f":0.7722342733
+      },
+      "expl:pv":{
+        "p":0.8058608059,
+        "r":0.8429118774,
+        "f":0.8239700375
       },
       "cop":{
+        "p":0.8765690377,
+        "r":0.8991416309,
+        "f":0.8877118644
       },
       "ccomp":{
+        "p":0.8395522388,
+        "r":0.8442776735,
+        "f":0.8419083255
       },
       "iobj":{
+        "p":0.8026315789,
+        "r":0.6069651741,
+        "f":0.6912181303
       },
       "aux":{
+        "p":0.9611510791,
+        "r":0.9502133713,
+        "f":0.9556509299
       },
       "appos":{
+        "p":0.6502590674,
+        "r":0.70013947,
+        "f":0.674278039
       },
       "expl:pass":{
+        "p":0.7967914439,
+        "r":0.8054054054,
+        "f":0.8010752688
+      },
+      "csubj":{
+        "p":0.75,
+        "r":0.6947368421,
+        "f":0.7213114754
       },
       "parataxis":{
+        "p":0.6296296296,
+        "r":0.4047619048,
+        "f":0.4927536232
+      },
+      "expl:impers":{
+        "p":0.5652173913,
+        "r":0.8125,
+        "f":0.6666666667
       },
       "orphan":{
         "p":0.0,
         "f":0.0
       },
       "dep":{
+        "p":0.0303030303,
+        "r":0.1111111111,
+        "f":0.0476190476
+      },
+      "nsubj:pass":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
+      "aux:pass":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
+      "acl:relcl":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       }
     },
+    "tag_acc":0.960796718,
+    "lemma_acc":0.9655853179,
+    "ents_p":0.8968321744,
+    "ents_r":0.8977083079,
+    "ents_f":0.8972700273,
     "ents_per_type":{
       "LOC":{
+        "p":0.8926723962,
+        "r":0.9056198347,
+        "f":0.8990995057
       },
       "PER":{
+        "p":0.943232366,
+        "r":0.9524454584,
+        "f":0.9478165242
       },
       "MISC":{
+        "p":0.836424156,
+        "r":0.8018538216,
+        "f":0.8187742436
       },
       "ORG":{
+        "p":0.8550132243,
+        "r":0.821816501,
+        "f":0.8380862597
       }
+    },
+    "speed":7943.3490125434
   },
   "sources":[
     {
+      "name":"UD Spanish AnCora v2.8",
       "url":"https://github.com/UniversalDependencies/UD_Spanish-AnCora",
       "license":"GNU GPL 3.0",
       "author":"Mart\u00ednez Alonso, H\u00e9ctor; Zeman, Daniel"

morphologizer/cfg CHANGED Viewed

@@ -1,13 +1,14 @@
 {
   "labels_morph":{
     "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
     "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
-    "AdpType=Preppron|POS=ADP":"AdpType=Preppron",
     "Gender=Masc|Number=Sing|POS=ADJ":"Gender=Masc|Number=Sing",
-    "AdpType=Prep|POS=ADP":"AdpType=Prep",
     "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
     "POS=PROPN":"",
-    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
     "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
     "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
@@ -66,20 +67,18 @@
     "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
     "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
     "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
     "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing",
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|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",
     "Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":"Degree=Sup|Gender=Masc|Number=Plur",
     "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
     "AdvType=Tim|POS=NOUN":"AdvType=Tim",
-    "AdpType=Prep|POS=ADV":"AdpType=Prep",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
     "NumType=Card|Number=Plur|POS=NUM":"NumType=Card|Number=Plur",
-    "AdpType=Preppron|POS=ADV":"AdpType=Preppron",
     "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
     "NumForm=Digit|POS=NOUN":"NumForm=Digit",
     "Number=Sing|POS=PRON|PronType=Dem":"Number=Sing|PronType=Dem",
-    "AdpType=Preppron|Gender=Masc|Number=Sing|POS=ADJ":"AdpType=Preppron|Gender=Masc|Number=Sing",
     "Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Plur|Person=3|Poss=Yes|PronType=Prs",
     "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
     "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
@@ -93,6 +92,7 @@
     "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
     "Number=Sing|POS=DET|PronType=Tot":"Number=Sing|PronType=Tot",
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
@@ -141,7 +141,7 @@
     "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
     "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=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",
-    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs",
     "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
     "POS=PUNCT|PunctType=Colo":"PunctType=Colo",
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
@@ -163,9 +163,10 @@
     "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
     "Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Degree=Sup|Gender=Masc|Number=Sing",
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
-    "AdpType=Prep|POS=ADJ":"AdpType=Prep",
     "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Number=Plur|Person=3|Poss=Yes|PronType=Prs",
     "POS=PUNCT|PunctType=Dash":"PunctType=Dash",
     "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
     "Gender=Masc|Number=Sing|POS=DET|PronType=Neg":"Gender=Masc|Number=Sing|PronType=Neg",
     "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":"Gender=Fem|NumType=Card|Number=Plur",
@@ -173,12 +174,13 @@
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
     "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":"Gender=Masc|NumType=Card|Number=Plur",
     "Gender=Masc|POS=NOUN":"Gender=Masc",
-    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs",
     "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|NumType=Card|Number=Sing|PronType=Ind",
     "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|NumType=Card|Number=Plur|PronType=Ind",
-    "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
     "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "POS=NOUN|VerbForm=Inf":"VerbForm=Inf",
     "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
     "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "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",
@@ -191,7 +193,7 @@
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
     "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg":"Gender=Masc|Number=Sing|PronType=Neg",
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
     "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
@@ -199,27 +201,31 @@
     "Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
     "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Acc,Nom|Gender=Masc|Number=Plur|Person=1|PronType=Prs",
     "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
     "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
     "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot",
     "POS=DET|PronType=Ind":"PronType=Ind",
     "POS=DET|PronType=Int,Rel":"PronType=Int,Rel",
     "AdvType=Tim|POS=ADV":"AdvType=Tim",
     "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
     "POS=PUNCT|PunctSide=Ini|PunctType=Qest":"PunctSide=Ini|PunctType=Qest",
     "POS=PUNCT|PunctSide=Fin|PunctType=Qest":"PunctSide=Fin|PunctType=Qest",
     "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
     "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|NumType=Card|Number=Sing|PronType=Ind",
     "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
     "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
     "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Sing",
-    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
     "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
-    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
     "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=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
-    "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot",
     "Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
     "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
@@ -229,37 +235,50 @@
     "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
     "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind":"Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|PronType=Ind",
     "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=1|PrepCase=Pre|PronType=Prs",
-    "Case=Acc,Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
     "Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|PronType=Art",
     "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":"Gender=Fem|NumType=Card|Number=Sing",
     "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
     "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
     "POS=SCONJ|PronType=Int,Rel":"PronType=Int,Rel",
     "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
     "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|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",
     "NumType=Card|Number=Sing|POS=DET|PronType=Ind":"NumType=Card|Number=Sing|PronType=Ind",
     "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
-    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs",
     "Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
     "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem",
     "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
     "POS=SYM":"",
     "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg":"Gender=Fem|Number=Sing|PronType=Neg",
     "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
     "Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":"Degree=Sup|Gender=Fem|Number=Sing",
     "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs",
     "Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
     "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
     "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind",
     "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc,Nom|Number=Sing|Person=2|Polite=Form|PronType=Prs",
     "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
     "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Sing|PronType=Int,Rel",
     "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|NumType=Card|Number=Plur|PronType=Ind",
-    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
     "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
     "Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin",
     "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
     "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
     "NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"NumType=Card|Number=Plur|PronType=Ind",
@@ -269,7 +288,7 @@
     "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|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=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|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",
     "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Ind",
     "NumType=Card|Number=Sing|POS=NUM":"NumType=Card|Number=Sing",
     "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin",
@@ -277,13 +296,15 @@
     "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
     "Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":"Case=Com|Number=Sing|Person=2|PrepCase=Pre|PronType=Prs",
     "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin",
-    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
     "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=2|PrepCase=Pre|PronType=Prs",
     "Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin",
     "Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
     "Number=Sing|POS=NOUN|VerbForm=Fin":"Number=Sing|VerbForm=Fin",
-    "Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
-    "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
     "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
     "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel":"Gender=Fem|NumType=Card|Number=Sing|PronType=Int,Rel",
     "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
@@ -295,9 +316,8 @@
     "POS=VERB|VerbForm=Fin":"VerbForm=Fin",
     "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Plur",
     "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Plur",
-    "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
     "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
-    "AdpType=Prep|Degree=Cmp|POS=ADV":"AdpType=Prep|Degree=Cmp",