Zlovoblachko commited on
Commit
3cf43fe
1 Parent(s): 28010e6

Update spaCy pipeline

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.gitattributes CHANGED
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ fo_pipeline-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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+ parser/model filter=lfs diff=lfs merge=lfs -text
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+ tok2vec/model filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,94 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ tags:
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+ - spacy
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+ - token-classification
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+ language:
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+ - fo
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+ model-index:
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+ - name: fo_pipeline
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+ results:
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+ - task:
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+ name: TAG
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+ type: token-classification
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+ metrics:
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+ - name: TAG (XPOS) Accuracy
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+ type: accuracy
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+ value: 0.9546381244
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+ - task:
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+ name: POS
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+ type: token-classification
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+ metrics:
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+ - name: POS (UPOS) Accuracy
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+ type: accuracy
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+ value: 0.9174732552
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+ - task:
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+ name: MORPH
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+ type: token-classification
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+ metrics:
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+ - name: Morph (UFeats) Accuracy
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+ type: accuracy
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+ value: 0.8336305732
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+ - task:
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+ name: UNLABELED_DEPENDENCIES
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+ type: token-classification
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+ metrics:
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+ - name: Unlabeled Attachment Score (UAS)
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+ type: f_score
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+ value: 0.8557634279
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+ - task:
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+ name: LABELED_DEPENDENCIES
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+ type: token-classification
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+ metrics:
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+ - name: Labeled Attachment Score (LAS)
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+ type: f_score
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+ value: 0.7936028968
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+ - task:
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+ name: SENTS
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+ type: token-classification
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+ metrics:
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+ - name: Sentences F-Score
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+ type: f_score
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+ value: 0.981443299
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+ ---
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+ | Feature | Description |
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+ | --- | --- |
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+ | **Name** | `fo_pipeline` |
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+ | **Version** | `0.0.0` |
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+ | **spaCy** | `>=3.7.5,<3.8.0` |
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+ | **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser` |
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+ | **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser` |
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+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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+ | **Sources** | n/a |
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+ | **License** | n/a |
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+ | **Author** | [n/a]() |
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+
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+ ### Label Scheme
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+
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+ <details>
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+
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+ <summary>View label scheme (287 labels for 3 components)</summary>
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+
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+ | Component | Labels |
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+ | --- | --- |
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+ | **`tagger`** | `A`, `Abbr`, `Adv`, `CC`, `CLB`, `CS`, `Det`, `IM`, `Interj`, `N`, `Num`, `PUNCT`, `Pr`, `Pron`, `V`, `x` |
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+ | **`morphologizer`** | `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres`, `POS=ADP`, `Case=Acc\|POS=PRON\|Reflex=Yes`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PUNCT`, `Case=Nom\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=CCONJ`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=PART`, `POS=VERB\|VerbForm=Inf`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past`, `POS=ADV`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Number=Sing\|POS=VERB\|Tense=Imp`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=AUX\|Tense=Pres`, `POS=SCONJ`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Dat\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|POS=NUM`, `Case=Dat\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=AUX\|Tense=Past`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=X`, `POS=DET`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|POS=NUM`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=PRON\|PronType=Rel`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Degree=Sup\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PROPN`, `NumType=Ord\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past`, `Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ`, `POS=VERB\|VerbForm=Sup`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Part`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=AUX\|VerbForm=Inf`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|POS=ADJ`, `POS=NUM`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Ind\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Dat\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `POS=VERB\|VerbForm=Sup\|Voice=Pass`, `Case=Nom\|Definite=Ind\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PROPN`, `POS=AUX\|VerbForm=Sup`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Neut\|POS=ADJ`, `POS=NOUN`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|POS=PRON\|Reflex=Yes`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Dat\|Definite=Def\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Dat\|Definite=Def\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Fem\|POS=ADJ`, `Case=Nom\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Def\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PROPN`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=ADJ`, `POS=INTJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Def\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Dat\|Definite=Ind\|Number=Sing\|POS=PROPN`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|POS=NOUN`, `Case=Gen\|POS=NUM`, `Case=Nom\|Gender=Masc\|POS=ADJ`, `POS=VERB`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Dat\|Definite=Def\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Plur\|POS=ADV`, `Case=Dat\|Definite=Def\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Dat\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|POS=PROPN`, `Degree=Sup\|POS=ADV`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Nom\|Definite=Ind\|Gender=Neut\|POS=DET`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET`, `Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADV` |
75
+ | **`parser`** | `ROOT`, `advcl`, `advmod`, `amod`, `aux`, `aux:pass`, `case`, `cc`, `conj`, `cop`, `dep`, `det`, `flat`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` |
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+
77
+ </details>
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+
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+ ### Accuracy
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+
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+ | Type | Score |
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+ | --- | --- |
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+ | `TAG_ACC` | 95.46 |
84
+ | `POS_ACC` | 91.75 |
85
+ | `MORPH_ACC` | 83.36 |
86
+ | `DEP_UAS` | 85.58 |
87
+ | `DEP_LAS` | 79.36 |
88
+ | `SENTS_P` | 97.54 |
89
+ | `SENTS_R` | 98.76 |
90
+ | `SENTS_F` | 98.14 |
91
+ | `TOK2VEC_LOSS` | 223313.16 |
92
+ | `TAGGER_LOSS` | 16091.59 |
93
+ | `MORPHOLOGIZER_LOSS` | 23185.61 |
94
+ | `PARSER_LOSS` | 113679.32 |
config.cfg ADDED
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+ [paths]
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+ train = "/tmp/tmpjbbqe3m6/tmp_train.spacy"
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+ dev = "/tmp/tmpjbbqe3m6/tmp_dev.spacy"
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+ vectors = null
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+ init_tok2vec = null
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+
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+ [system]
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+ gpu_allocator = null
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+ seed = 0
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+
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+ [nlp]
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+ lang = "fo"
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+ pipeline = ["tok2vec","tagger","morphologizer","parser"]
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+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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+ disabled = []
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+ before_creation = null
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+ after_creation = null
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+ after_pipeline_creation = null
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+ batch_size = 1000
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+ vectors = {"@vectors":"spacy.Vectors.v1"}
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+
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+ [components]
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+
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+ [components.morphologizer]
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+ factory = "morphologizer"
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+ extend = false
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+ label_smoothing = 0.0
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+ overwrite = true
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+ scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
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+
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+ [components.morphologizer.model]
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+ @architectures = "spacy.Tagger.v1"
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+ nO = null
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+
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+ [components.morphologizer.model.tok2vec]
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+ @architectures = "spacy.Tok2VecListener.v1"
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+ width = ${components.tok2vec.model.encode.width}
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+ upstream = "*"
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+
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+ [components.parser]
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+ factory = "parser"
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+ learn_tokens = false
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+ min_action_freq = 30
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+ moves = null
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+ scorer = {"@scorers":"spacy.parser_scorer.v1"}
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+ update_with_oracle_cut_size = 100
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+
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+ [components.parser.model]
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+ @architectures = "spacy.TransitionBasedParser.v2"
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+ state_type = "parser"
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+ extra_state_tokens = false
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+ hidden_width = 128
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+ maxout_pieces = 3
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+ use_upper = true
55
+ nO = null
56
+
57
+ [components.parser.model.tok2vec]
58
+ @architectures = "spacy.Tok2VecListener.v1"
59
+ width = ${components.tok2vec.model.encode.width}
60
+ upstream = "*"
61
+
62
+ [components.tagger]
63
+ factory = "tagger"
64
+ label_smoothing = 0.0
65
+ neg_prefix = "!"
66
+ overwrite = false
67
+ scorer = {"@scorers":"spacy.tagger_scorer.v1"}
68
+
69
+ [components.tagger.model]
70
+ @architectures = "spacy.Tagger.v1"
71
+ nO = null
72
+
73
+ [components.tagger.model.tok2vec]
74
+ @architectures = "spacy.Tok2VecListener.v1"
75
+ width = ${components.tok2vec.model.encode.width}
76
+ upstream = "*"
77
+
78
+ [components.tok2vec]
79
+ factory = "tok2vec"
80
+
81
+ [components.tok2vec.model]
82
+ @architectures = "spacy.Tok2Vec.v2"
83
+
84
+ [components.tok2vec.model.embed]
85
+ @architectures = "spacy.MultiHashEmbed.v1"
86
+ width = ${components.tok2vec.model.encode.width}
87
+ attrs = ["LOWER","PREFIX","SUFFIX","SHAPE"]
88
+ rows = [5000,2500,2500,2500]
89
+ include_static_vectors = false
90
+
91
+ [components.tok2vec.model.encode]
92
+ @architectures = "spacy.MaxoutWindowEncoder.v2"
93
+ width = 96
94
+ depth = 4
95
+ window_size = 1
96
+ maxout_pieces = 3
97
+
98
+ [corpora]
99
+
100
+ [corpora.dev]
101
+ @readers = "spacy.Corpus.v1"
102
+ path = ${paths.dev}
103
+ max_length = 0
104
+ gold_preproc = false
105
+ limit = 0
106
+ augmenter = null
107
+
108
+ [corpora.train]
109
+ @readers = "spacy.Corpus.v1"
110
+ path = ${paths.train}
111
+ max_length = 2000
112
+ gold_preproc = false
113
+ limit = 0
114
+ augmenter = null
115
+
116
+ [training]
117
+ dev_corpus = "corpora.dev"
118
+ train_corpus = "corpora.train"
119
+ seed = ${system.seed}
120
+ gpu_allocator = ${system.gpu_allocator}
121
+ dropout = 0.1
122
+ accumulate_gradient = 1
123
+ patience = 1600
124
+ max_epochs = 0
125
+ max_steps = 1400
126
+ eval_frequency = 200
127
+ frozen_components = []
128
+ before_to_disk = null
129
+ annotating_components = []
130
+ before_update = null
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+
132
+ [training.batcher]
133
+ @batchers = "spacy.batch_by_words.v1"
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+ discard_oversize = false
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+ tolerance = 0.2
136
+ get_length = null
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+
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+ [training.batcher.size]
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+ start = 100
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+ stop = 1000
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+ compound = 1.001
143
+ t = 0.0
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+
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+ [training.logger]
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+ @loggers = "spacy.ConsoleLogger.v1"
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+ progress_bar = false
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+
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+ [training.optimizer]
150
+ @optimizers = "Adam.v1"
151
+ beta1 = 0.9
152
+ beta2 = 0.999
153
+ L2_is_weight_decay = true
154
+ L2 = 0.01
155
+ grad_clip = 1.0
156
+ use_averages = false
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+ eps = 0.00000001
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+ learn_rate = 0.001
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+
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+ [training.score_weights]
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+ dep_uas = 0.17
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+ dep_las_per_type = null
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+ sents_p = null
169
+ sents_r = null
170
+ sents_f = 0.0
171
+
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+ [pretraining]
173
+
174
+ [initialize]
175
+ vectors = ${paths.vectors}
176
+ init_tok2vec = ${paths.init_tok2vec}
177
+ vocab_data = null
178
+ lookups = null
179
+ before_init = null
180
+ after_init = null
181
+
182
+ [initialize.components]
183
+
184
+ [initialize.tokenizer]
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47
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59
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61
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+ "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ",
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+ "Case=Nom|Gender=Masc|Number=Sing|POS=DET",
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+ "Mood=Ind|Number=Sing|POS=VERB|Tense=Past",
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+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
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+ "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
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+ "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
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+ "Case=Acc|Number=Sing|POS=PROPN",
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+ "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
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+ "Case=Nom|POS=NUM",
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+ "Case=Dat|POS=NUM",
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91
+ "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
92
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93
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94
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
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96
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+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
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+ "Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass",
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+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
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+ "Case=Nom|Gender=Neut|Number=Sing|POS=NUM",
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+ "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
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+ "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
149
+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
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+ "POS=VERB|VerbForm=Inf|Voice=Pass",
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+ "Case=Nom|Gender=Masc|Number=Plur|POS=ADJ",
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+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
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+ "Case=Acc|Gender=Masc|Number=Sing|POS=DET",
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+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part",
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+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass",
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+ "POS=VERB|VerbForm=Sup|Voice=Pass",
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+ "Case=Nom|Gender=Fem|Number=Sing|POS=DET",
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+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
162
+ "POS=AUX|VerbForm=Sup",
163
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN",
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+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ",
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+ "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
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+ "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
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+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
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+ "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
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+ "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN",
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+ "Case=Nom|Gender=Neut|POS=ADJ",
173
+ "POS=NOUN",
174
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
175
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN",
176
+ "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
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+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ",
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+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
179
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN",
180
+ "Case=Acc|Gender=Masc|Number=Sing|POS=PROPN",
181
+ "Case=Dat|POS=PRON|Reflex=Yes",
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+ "Case=Acc|Gender=Neut|Number=Sing|POS=NUM",
183
+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ",
184
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN",
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+ "Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs",
186
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET",
187
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
188
+ "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs",
189
+ "Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
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+ "Case=Acc|Gender=Neut|Number=Plur|POS=ADJ",
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+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ",
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+ "Case=Dat|Gender=Neut|Number=Sing|POS=DET",
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+ "Case=Acc|Gender=Neut|Number=Plur|POS=DET",
194
+ "Case=Dat|Definite=Def|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
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+ "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
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+ "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
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+ "Case=Acc|Gender=Fem|Number=Plur|POS=ADJ",
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+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
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+ "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN",
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+ "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ",
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+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
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+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
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+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET",
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+ "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
205
+ "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
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+ "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres",
207
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208
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ",
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+ "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN",
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+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN",
211
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212
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228
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+ "Case=Nom|Number=Plur|POS=PROPN",
235
+ "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ",
236
+ "POS=INTJ",
237
+ "Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
238
+ "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN",
239
+ "Case=Nom|Definite=Def|Number=Sing|POS=PROPN",
240
+ "Case=Nom|Gender=Masc|Number=Plur|POS=PRON",
241
+ "Case=Dat|Definite=Ind|Number=Sing|POS=PROPN",
242
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN",
243
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ",
244
+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
245
+ "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ",
246
+ "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int",
247
+ "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ",
248
+ "Case=Nom|Number=Sing|POS=PRON",
249
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ",
250
+ "Case=Acc|POS=PROPN",
251
+ "Case=Dat|Gender=Neut|Number=Sing|POS=NUM",
252
+ "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ",
253
+ "Case=Acc|Gender=Masc|Number=Sing|POS=NUM",
254
+ "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
255
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=PRON",
256
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN",
257
+ "Case=Acc|POS=NOUN",
258
+ "Case=Gen|POS=NUM",
259
+ "Case=Nom|Gender=Masc|POS=ADJ",
260
+ "POS=VERB",
261
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN",
262
+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN",
263
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
264
+ "Gender=Neut|Number=Plur|POS=ADV",
265
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
266
+ "Case=Nom|Definite=Ind|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
267
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
268
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PRON",
269
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN",
270
+ "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres",
271
+ "Case=Nom|Gender=Masc|Number=Plur|POS=DET",
272
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
273
+ "Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
274
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET",
275
+ "Case=Dat|POS=PROPN",
276
+ "Degree=Sup|POS=ADV",
277
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN",
278
+ "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN",
279
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET",
280
+ "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres",
281
+ "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
282
+ "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN",
283
+ "Case=Gen|Gender=Masc|Number=Sing|POS=PROPN",
284
+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PRON",
285
+ "Case=Nom|Definite=Ind|Gender=Neut|POS=DET",
286
+ "Case=Nom|Gender=Neut|Number=Plur|POS=ADJ",
287
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET",
288
+ "Degree=Sup|Gender=Neut|Number=Plur|POS=ADV"
289
+ ],
290
+ "parser":[
291
+ "ROOT",
292
+ "advcl",
293
+ "advmod",
294
+ "amod",
295
+ "aux",
296
+ "aux:pass",
297
+ "case",
298
+ "cc",
299
+ "conj",
300
+ "cop",
301
+ "dep",
302
+ "det",
303
+ "flat",
304
+ "mark",
305
+ "nmod",
306
+ "nmod:poss",
307
+ "nsubj",
308
+ "nummod",
309
+ "obj",
310
+ "obl",
311
+ "parataxis",
312
+ "punct",
313
+ "xcomp"
314
+ ]
315
+ },
316
+ "pipeline":[
317
+ "tok2vec",
318
+ "tagger",
319
+ "morphologizer",
320
+ "parser"
321
+ ],
322
+ "components":[
323
+ "tok2vec",
324
+ "tagger",
325
+ "morphologizer",
326
+ "parser"
327
+ ],
328
+ "disabled":[
329
+
330
+ ],
331
+ "performance":{
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+ "tag_acc":0.9546381244,
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+ "pos_acc":0.9174732552,
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+ "morph_acc":0.8336305732,
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+ "morph_per_feat":{
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+ "Case":{
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+ "p":0.8811881188,
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+ "r":0.8659459459,
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+ "f":0.8735005453
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+ },
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+ "Definite":{
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+ "p":0.8888888889,
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+ "r":0.8664688427,
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+ "f":0.8775356875
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+ },
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+ "Gender":{
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+ "p":0.7731543624,
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+ "r":0.7432258065,
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+ "f":0.7578947368
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+ },
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+ "Number":{
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+ "p":0.9413333333,
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+ "r":0.9232781168,
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+ "f":0.9322183099
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+ },
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+ "Mood":{
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+ "p":0.9534883721,
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+ "r":0.9461538462,
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+ "f":0.9498069498
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+ },
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+ "Tense":{
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+ "p":0.9496124031,
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+ "r":0.9351145038,
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+ "f":0.9423076923
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+ },
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+ "Person":{
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+ "p":0.9626168224,
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+ "r":0.9626168224,
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+ "f":0.9626168224
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+ },
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+ "PronType":{
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+ "p":0.9787234043,
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+ "r":0.92,
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+ "f":0.9484536082
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+ },
376
+ "Degree":{
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+ "p":1.0,
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+ "r":0.9259259259,
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+ "f":0.9615384615
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+ },
381
+ "VerbForm":{
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+ "p":0.6981132075,
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+ "r":0.7872340426,
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+ "f":0.74
385
+ },
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+ "Voice":{
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+ "p":0.7142857143,
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+ "r":0.5555555556,
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+ "f":0.625
390
+ },
391
+ "NumType":{
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+ "p":1.0,
393
+ "r":1.0,
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+ "f":1.0
395
+ },
396
+ "Reflex":{
397
+ "p":1.0,
398
+ "r":1.0,
399
+ "f":1.0
400
+ }
401
+ },
402
+ "dep_uas":0.8557634279,
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+ "dep_las":0.7936028968,
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+ "dep_las_per_type":{
405
+ "amod":{
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+ "p":0.8515625,
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+ "r":0.8650793651,
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+ "f":0.8582677165
409
+ },
410
+ "nsubj":{
411
+ "p":0.8255813953,
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+ "r":0.8729508197,
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+ "f":0.8486055777
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+ },
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+ "cop":{
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+ "p":0.8820224719,
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+ "r":0.9289940828,
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+ "f":0.9048991354
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+ },
420
+ "case":{
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+ "p":0.9149797571,
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+ "r":0.9338842975,
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+ "f":0.9243353783
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+ },
425
+ "fixed":{
426
+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
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+ },
430
+ "root":{
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+ "p":0.8606557377,
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+ "r":0.8713692946,
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+ "f":0.8659793814
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+ },
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+ "cc":{
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+ "p":0.693877551,
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+ "r":0.693877551,
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+ "f":0.693877551
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+ },
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+ "obl":{
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+ "p":0.7857142857,
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+ "r":0.7226277372,
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+ "f":0.752851711
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+ },
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+ "conj":{
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+ "p":0.6666666667,
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+ "r":0.693877551,
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+ "f":0.68
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+ },
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+ "dep":{
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+ "p":0.1224489796,
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+ "r":0.6,
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+ "f":0.2033898305
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+ },
455
+ "advmod":{
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+ "p":0.6176470588,
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+ "r":0.5833333333,
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+ "f":0.6
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+ },
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+ "compound":{
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+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
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+ },
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+ "nmod":{
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+ "p":0.5873015873,
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+ "r":0.6379310345,
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+ "f":0.6115702479
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+ },
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+ "obj":{
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+ "p":0.6060606061,
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+ "r":0.6451612903,
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+ "f":0.625
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+ },
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+ "nmod:poss":{
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+ "p":0.2727272727,
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+ "r":0.1764705882,
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+ "f":0.2142857143
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+ },
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+ "mark":{
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+ "p":0.88,
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+ "r":0.88,
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+ "f":0.88
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+ },
485
+ "ccomp":{
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+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
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+ },
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+ "advcl":{
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+ "p":0.3,
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+ "r":0.375,
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+ "f":0.3333333333
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+ },
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+ "flat":{
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+ "p":1.0,
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+ "r":0.3888888889,
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+ "f":0.56
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+ },
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+ "aux:pass":{
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+ "p":1.0,
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+ "r":0.2857142857,
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+ "f":0.4444444444
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+ },
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+ "aux":{
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+ "p":0.7647058824,
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+ "r":0.7647058824,
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+ "f":0.7647058824
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+ },
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+ "cc:preconj":{
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+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
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+ },
515
+ "det":{
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+ "p":0.9189189189,
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+ "r":0.9189189189,
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+ "f":0.9189189189
519
+ },
520
+ "nummod":{
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+ "p":0.8888888889,
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+ "r":0.8421052632,
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+ "f":0.8648648649
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+ },
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+ "csubj":{
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+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
529
+ },
530
+ "parataxis":{
531
+ "p":0.8214285714,
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+ "r":0.8846153846,
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+ "f":0.8518518519
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+ },
535
+ "xcomp":{
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+ "p":0.7142857143,
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+ "r":0.2941176471,
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+ "f":0.4166666667
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+ },
540
+ "appos":{
541
+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
544
+ },
545
+ "acl:relcl":{
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+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
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+ },
550
+ "acl":{
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+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
554
+ },
555
+ "expl":{
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+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
559
+ },
560
+ "nsubj:pass":{
561
+ "p":0.0,
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+ "r":0.0,
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+ "f":0.0
564
+ },
565
+ "iobj":{
566
+ "p":0.0,
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+ "r":0.0,
568
+ "f":0.0
569
+ }
570
+ },
571
+ "sents_p":0.9754098361,
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+ "sents_r":0.9875518672,
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+ "sents_f":0.981443299,
574
+ "tok2vec_loss":2233.1316490939,
575
+ "tagger_loss":160.9159297365,
576
+ "morphologizer_loss":231.8560914621,
577
+ "parser_loss":1136.7932405143
578
+ },
579
+ "requirements":[
580
+
581
+ ]
582
+ }
morphologizer/cfg ADDED
@@ -0,0 +1,505 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "extend":false,
3
+ "label_smoothing":0.0,
4
+ "labels_morph":{
5
+ "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
6
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres":"Mood=Ind|Number=Sing|Person=3|Tense=Pres",
7
+ "POS=ADP":"",
8
+ "Case=Acc|POS=PRON|Reflex=Yes":"Case=Acc|Reflex=Yes",
9
+ "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Fem|Number=Sing",
10
+ "POS=PUNCT":"",
11
+ "Case=Nom|Number=Sing|POS=PROPN":"Case=Nom|Number=Sing",
12
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres":"Mood=Ind|Number=Sing|Person=3|Tense=Pres",
13
+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing",
14
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
15
+ "POS=CCONJ":"",
16
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
17
+ "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing",
18
+ "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
19
+ "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
20
+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing",
21
+ "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
22
+ "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
23
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
24
+ "POS=PART":"",
25
+ "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
26
+ "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing",
27
+ "Case=Nom|Gender=Masc|Number=Sing|POS=DET":"Case=Nom|Gender=Masc|Number=Sing",
28
+ "Mood=Ind|Number=Sing|POS=VERB|Tense=Past":"Mood=Ind|Number=Sing|Tense=Past",
29
+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Plur",
30
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past":"Mood=Ind|Number=Sing|Person=3|Tense=Past",
31
+ "POS=ADV":"",
32
+ "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Neut|Number=Plur",
33
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
34
+ "Number=Sing|POS=VERB|Tense=Imp":"Number=Sing|Tense=Imp",
35
+ "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
36
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
37
+ "Mood=Ind|Number=Plur|POS=AUX|Tense=Pres":"Mood=Ind|Number=Plur|Tense=Pres",
38
+ "POS=SCONJ":"",
39
+ "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Fem|Number=Plur",
40
+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
41
+ "Case=Acc|Number=Sing|POS=PROPN":"Case=Acc|Number=Sing",
42
+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
43
+ "Case=Dat|Gender=Fem|Number=Sing|POS=PROPN":"Case=Dat|Gender=Fem|Number=Sing",
44
+ "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Dat|Definite=Def|Gender=Masc|Number=Sing",
45
+ "Case=Dat|POS=NOUN":"Case=Dat",
46
+ "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres":"Mood=Ind|Number=Plur|Tense=Pres",
47
+ "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
48
+ "Case=Nom|Gender=Neut|Number=Sing|POS=DET":"Case=Nom|Gender=Neut|Number=Sing",
49
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
50
+ "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Acc|Definite=Def|Gender=Masc|Number=Plur",
51
+ "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Sing|Person=3|PronType=Prs",
52
+ "Case=Nom|POS=NUM":"Case=Nom",
53
+ "Case=Dat|POS=NUM":"Case=Dat",
54
+ "Mood=Ind|Number=Plur|POS=AUX|Tense=Past":"Mood=Ind|Number=Plur|Tense=Past",
55
+ "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Plur",
56
+ "POS=X":"",
57
+ "POS=DET":"",
58
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
59
+ "Case=Acc|POS=NUM":"Case=Acc",
60
+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
61
+ "POS=PRON|PronType=Rel":"PronType=Rel",
62
+ "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Sing",
63
+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
64
+ "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Part",
65
+ "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
66
+ "NumType=Ord|POS=ADJ":"NumType=Ord",
67
+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
68
+ "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Masc|Number=Plur",
69
+ "Mood=Ind|Number=Plur|POS=VERB|Tense=Past":"Mood=Ind|Number=Plur|Tense=Past",
70
+ "Mood=Ind|Number=Sing|POS=AUX|Tense=Past":"Mood=Ind|Number=Sing|Tense=Past",
71
+ "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Neut|Number=Sing",
72
+ "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
73
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
74
+ "POS=VERB|VerbForm=Sup":"VerbForm=Sup",
75
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Part":"Mood=Ind|Tense=Pres|VerbForm=Part",
76
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Sing",
77
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
78
+ "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Neut|Number=Sing",
79
+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=DET":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
80
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
81
+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
82
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past":"Mood=Ind|Number=Sing|Person=3|Tense=Past",
83
+ "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN":"Case=Nom|Gender=Fem|Number=Sing",
84
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
85
+ "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":"Case=Nom|Gender=Neut|Number=Sing|PronType=Dem",
86
+ "Case=Acc|Gender=Fem|Number=Sing|POS=DET":"Case=Acc|Gender=Fem|Number=Sing",
87
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Fem|Number=Sing",
88
+ "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
89
+ "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Masc|Number=Sing",
90
+ "Case=Dat|Gender=Masc|Number=Sing|POS=DET":"Case=Dat|Gender=Masc|Number=Sing",
91
+ "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
92
+ "Case=Dat|Gender=Fem|Number=Sing|POS=NUM":"Case=Dat|Gender=Fem|Number=Sing",
93
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
94
+ "Case=Nom|Gender=Fem|Number=Sing|POS=NUM":"Case=Nom|Gender=Fem|Number=Sing",
95
+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
96
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
97
+ "Mood=Ind|Number=Sing|POS=VERB|Tense=Past|Voice=Pass":"Mood=Ind|Number=Sing|Tense=Past|Voice=Pass",
98
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
99
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
100
+ "Case=Acc|Gender=Neut|Number=Sing|POS=DET":"Case=Acc|Gender=Neut|Number=Sing",
101
+ "Case=Acc|Gender=Neut|POS=ADJ":"Case=Acc|Gender=Neut",
102
+ "POS=NUM":"",
103
+ "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
104
+ "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Gender=Masc|Number=Plur",
105
+ "Mood=Ind|Number=Plur|POS=VERB|Tense=Past|Voice=Pass":"Mood=Ind|Number=Plur|Tense=Past|Voice=Pass",
106
+ "Case=Nom|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Gender=Masc|Number=Sing",
107
+ "Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Sup|Gender=Masc|Number=Sing",
108
+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
109
+ "Case=Nom|Gender=Neut|Number=Sing|POS=NUM":"Case=Nom|Gender=Neut|Number=Sing",
110
+ "Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Masc|Number=Plur",
111
+ "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
112
+ "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
113
+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Masc|Number=Plur",
114
+ "POS=VERB|VerbForm=Inf|Voice=Pass":"VerbForm=Inf|Voice=Pass",
115
+ "Case=Nom|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Gender=Masc|Number=Plur",
116
+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
117
+ "Case=Acc|Gender=Masc|Number=Sing|POS=DET":"Case=Acc|Gender=Masc|Number=Sing",
118
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Part":"Mood=Ind|Tense=Past|VerbForm=Part",
119
+ "Case=Dat|Number=Sing|POS=PROPN":"Case=Dat|Number=Sing",
120
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|Voice=Pass":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|Voice=Pass",
121
+ "POS=VERB|VerbForm=Sup|Voice=Pass":"VerbForm=Sup|Voice=Pass",
122
+ "Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Sup|Gender=Fem|Number=Plur",
123
+ "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
124
+ "Case=Nom|Gender=Fem|Number=Sing|POS=DET":"Case=Nom|Gender=Fem|Number=Sing",
125
+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
126
+ "POS=AUX|VerbForm=Sup":"VerbForm=Sup",
127
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Plur",
128
+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Neut|Number=Sing",
129
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Fem|Number=Plur",
130
+ "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN":"Case=Dat|Definite=Def|Gender=Fem|Number=Plur",
131
+ "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
132
+ "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
133
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
134
+ "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":"Case=Acc|Definite=Def|Gender=Fem|Number=Sing",
135
+ "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Definite=Def|Gender=Fem|Number=Sing",
136
+ "Case=Nom|Gender=Neut|POS=ADJ":"Case=Nom|Gender=Neut",
137
+ "POS=NOUN":"",
138
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Acc|Definite=Ind|Gender=Masc|Number=Plur",
139
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
140
+ "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Number=Plur|Person=3|PronType=Prs",
141
+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
142
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Plur",
143
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Plur",
144
+ "Case=Acc|Gender=Masc|Number=Sing|POS=PROPN":"Case=Acc|Gender=Masc|Number=Sing",
145
+ "Case=Dat|POS=PRON|Reflex=Yes":"Case=Dat|Reflex=Yes",
146
+ "Case=Acc|Gender=Neut|Number=Sing|POS=NUM":"Case=Acc|Gender=Neut|Number=Sing",
147
+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur",
148
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
149
+ "Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Gen|Number=Plur|Person=1|PronType=Prs",
150
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET":"Case=Acc|Definite=Ind|Gender=Masc|Number=Sing",
151
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Sing",
152
+ "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Dat|Number=Plur|Person=1|PronType=Prs",
153
+ "Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Acc|Definite=Def|Gender=Neut|Number=Plur",
154
+ "Case=Acc|Gender=Neut|Number=Plur|POS=ADJ":"Case=Acc|Gender=Neut|Number=Plur",
155
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Fem|Number=Plur",
156
+ "Case=Dat|Gender=Neut|Number=Sing|POS=DET":"Case=Dat|Gender=Neut|Number=Sing",
157
+ "Case=Acc|Gender=Neut|Number=Plur|POS=DET":"Case=Acc|Gender=Neut|Number=Plur",
158
+ "Case=Dat|Definite=Def|Gender=Neut|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Case=Dat|Definite=Def|Gender=Neut|Mood=Ind|Number=Sing|Tense=Past|VerbForm=Part",
159
+ "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
160
+ "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":"Case=Acc|Gender=Neut|Number=Sing|PronType=Dem",
161
+ "Case=Acc|Gender=Fem|Number=Plur|POS=ADJ":"Case=Acc|Gender=Fem|Number=Plur",
162
+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Nom|Definite=Ind|Gender=Fem|Number=Plur",
163
+ "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN":"Case=Dat|Gender=Masc|Number=Sing",
164
+ "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Gender=Neut|Number=Sing",
165
+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur",
166
+ "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Masc|Number=Sing",
167
+ "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET":"Case=Nom|Definite=Ind|Gender=Fem|Number=Sing",
168
+ "Case=Dat|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN":"Case=Dat|Definite=Ind|Gender=Neut|Number=Plur",
169
+ "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
170
+ "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres":"Mood=Ind|Number=Sing|Person=1|Tense=Pres",
171
+ "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Gender=Fem|Number=Plur",
172
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=ADJ":"Case=Acc|Definite=Ind|Gender=Masc|Number=Plur",
173
+ "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=PROPN":"Case=Dat|Definite=Def|Gender=Neut|Number=Sing",
174
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
175
+ "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=ADJ":"Case=Acc|Definite=Def|Gender=Neut|Number=Sing",
176
+ "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":"Case=Dat|Definite=Def|Gender=Fem|Number=Plur",
177
+ "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Plur|Person=1|PronType=Prs",
178
+ "Mood=Ind|Number=Plur|POS=VERB|Tense=Pres|Voice=Pass":"Mood=Ind|Number=Plur|Tense=Pres|Voice=Pass",
179
+ "Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Case=Dat|Definite=Def|Gender=Fem|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Part",
180
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=PRON":"Case=Nom|Definite=Ind|Gender=Masc|Number=Sing",
181
+ "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
182
+ "Case=Dat|Gender=Fem|Number=Sing|POS=DET":"Case=Dat|Gender=Fem|Number=Sing",
183
+ "Case=Acc|Gender=Masc|Number=Plur|POS=ADJ":"Case=Acc|Gender=Masc|Number=Plur",
184
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=DET":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
185
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|Voice=Pass":"Mood=Ind|Number=Sing|Person=3|Tense=Past|Voice=Pass",
186
+ "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Number=Plur|Person=3|PronType=Prs",
187
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=PROPN":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
188
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Sing",
189
+ "Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Masc|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Part",
190
+ "Case=Nom|Gender=Masc|Number=Sing|POS=NUM":"Case=Nom|Gender=Masc|Number=Sing",
191
+ "Case=Acc|Gender=Fem|Number=Sing|POS=NUM":"Case=Acc|Gender=Fem|Number=Sing",
192
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=DET":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
193
+ "Case=Nom|Gender=Fem|POS=ADJ":"Case=Nom|Gender=Fem",
194
+ "Case=Nom|POS=NOUN":"Case=Nom",
195
+ "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Number=Sing|Person=3|PronType=Prs",
196
+ "Case=Gen|Number=Sing|POS=PROPN":"Case=Gen|Number=Sing",
197
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing",
198
+ "Case=Nom|Number=Plur|POS=PROPN":"Case=Nom|Number=Plur",
199
+ "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Gender=Neut|Number=Plur",
200
+ "POS=INTJ":"",
201
+ "Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
202
+ "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN":"Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
203
+ "Case=Nom|Definite=Def|Number=Sing|POS=PROPN":"Case=Nom|Definite=Def|Number=Sing",
204
+ "Case=Nom|Gender=Masc|Number=Plur|POS=PRON":"Case=Nom|Gender=Masc|Number=Plur",
205
+ "Case=Dat|Definite=Ind|Number=Sing|POS=PROPN":"Case=Dat|Definite=Ind|Number=Sing",
206
+ "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Fem|Number=Sing",
207
+ "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ":"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing",
208
+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing",
209
+ "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Gender=Fem|Number=Sing",
210
+ "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int":"Case=Nom|Gender=Neut|Number=Sing|PronType=Int",
211
+ "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=ADJ":"Case=Dat|Definite=Def|Gender=Neut|Number=Plur",
212
+ "Case=Nom|Number=Sing|POS=PRON":"Case=Nom|Number=Sing",
213
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=ADJ":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
214
+ "Case=Acc|POS=PROPN":"Case=Acc",
215
+ "Case=Dat|Gender=Neut|Number=Sing|POS=NUM":"Case=Dat|Gender=Neut|Number=Sing",
216
+ "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=ADJ":"Case=Acc|Definite=Def|Gender=Fem|Number=Plur",
217
+ "Case=Acc|Gender=Masc|Number=Sing|POS=NUM":"Case=Acc|Gender=Masc|Number=Sing",
218
+ "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
219
+ "Case=Nom|Definite=Ind|Gender=Masc|Number=Plur|POS=PRON":"Case=Nom|Definite=Ind|Gender=Masc|Number=Plur",
220
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Masc|Number=Plur",
221
+ "Case=Acc|POS=NOUN":"Case=Acc",
222
+ "Case=Gen|POS=NUM":"Case=Gen",
223
+ "Case=Nom|Gender=Masc|POS=ADJ":"Case=Nom|Gender=Masc",
224
+ "POS=VERB":"",
225
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PROPN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Sing",
226
+ "Case=Acc|Definite=Ind|Gender=Neut|Number=Plur|POS=PROPN":"Case=Acc|Definite=Ind|Gender=Neut|Number=Plur",
227
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing",
228
+ "Gender=Neut|Number=Plur|POS=ADV":"Gender=Neut|Number=Plur",
229
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ":"Case=Dat|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur",
230
+ "Case=Nom|Definite=Ind|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Fem|Mood=Ind|Number=Plur|Tense=Past|VerbForm=Part",
231
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing",
232
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=PRON":"Case=Acc|Definite=Ind|Gender=Fem|Number=Sing",
233
+ "Case=Acc|Definite=Ind|Gender=Fem|Number=Plur|POS=PROPN":"Case=Acc|Definite=Ind|Gender=Fem|Number=Plur",
234
+ "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres":"Mood=Ind|Number=Sing|Person=1|Tense=Pres",
235
+ "Case=Nom|Gender=Masc|Number=Plur|POS=DET":"Case=Nom|Gender=Masc|Number=Plur",
236
+ "Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":"Case=Dat|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur",
237
+ "Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":"Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur",
238
+ "Case=Acc|Definite=Ind|Gender=Masc|Number=Plur|POS=DET":"Case=Acc|Definite=Ind|Gender=Masc|Number=Plur",
239
+ "Case=Dat|POS=PROPN":"Case=Dat",
240
+ "Degree=Sup|POS=ADV":"Degree=Sup",
241
+ "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Masc|Number=Sing",
242
+ "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PROPN":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing",
243
+ "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET":"Case=Dat|Definite=Ind|Gender=Fem|Number=Sing",
244
+ "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres":"Mood=Ind|Number=Sing|Person=2|Tense=Pres",
245
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