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xx_san_sigtyp_trf

Token Classification
spaCy
multilingual
Eval Results
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xx_san_sigtyp_trf-0.1.0: Update SIGTYP pipeline

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  1. .gitattributes +5 -0
  2. README.md +85 -0
  3. config.cfg +190 -0
  4. meta.json +704 -0
  5. parser/cfg +13 -0
  6. parser/model +3 -0
  7. parser/moves +1 -0
  8. tagger/cfg +474 -0
  9. tagger/model +3 -0
  10. tokenizer +3 -0
  11. trainable_lemmatizer/cfg +581 -0
  12. trainable_lemmatizer/model +3 -0
  13. trainable_lemmatizer/trees +0 -0
  14. transformer/cfg +3 -0
  15. transformer/model +3 -0
  16. vocab/key2row +1 -0
  17. vocab/lookups.bin +3 -0
  18. vocab/strings.json +0 -0
  19. vocab/vectors +0 -0
  20. vocab/vectors.cfg +3 -0
  21. xx_san_sigtyp_trf-any-py3-none-any.whl +3 -0
.gitattributes CHANGED
@@ -33,3 +33,8 @@ 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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+ parser/model filter=lfs diff=lfs merge=lfs -text
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+ tagger/model filter=lfs diff=lfs merge=lfs -text
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+ trainable_lemmatizer/model filter=lfs diff=lfs merge=lfs -text
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+ transformer/model filter=lfs diff=lfs merge=lfs -text
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+ xx_san_sigtyp_trf-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,85 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ - multilingual
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+ model-index:
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+ - name: xx_san_sigtyp_trf
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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: 0.719311103
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+ - task:
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+ name: LEMMA
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+ type: token-classification
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+ metrics:
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+ - name: Lemma Accuracy
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+ type: accuracy
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+ value: 0.7577867351
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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: 0.6361304507
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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: 0.5269329425
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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: 0.5780104712
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+ ---
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+ | Feature | Description |
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+ | --- | --- |
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+ | **Name** | `xx_san_sigtyp_trf` |
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+ | **Version** | `0.1.0` |
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+ | **spaCy** | `>=3.6.1,<3.7.0` |
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+ | **Default Pipeline** | `transformer`, `parser`, `trainable_lemmatizer`, `tagger` |
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+ | **Components** | `transformer`, `parser`, `trainable_lemmatizer`, `tagger` |
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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 (494 labels for 2 components)</summary>
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+
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+ | Component | Labels |
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+ | --- | --- |
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+ | **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `appos`, `case`, `cc`, `ccomp`, `conj`, `cop`, `csubj`, `dep`, `det`, `discourse`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `orphan`, `parataxis`, `vocative`, `xcomp` |
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+ | **`tagger`** | `ADJ`, `ADJ__Case=Abl\|Gender=Fem\|Number=Sing`, `ADJ__Case=Abl\|Gender=Masc\|Number=Plur`, `ADJ__Case=Abl\|Gender=Masc\|Number=Sing`, `ADJ__Case=Abl\|Gender=Neut\|Number=Sing`, `ADJ__Case=Acc\|Gender=Fem\|Number=Dual`, `ADJ__Case=Acc\|Gender=Fem\|Number=Plur`, `ADJ__Case=Acc\|Gender=Fem\|Number=Sing`, `ADJ__Case=Acc\|Gender=Masc\|Number=Dual`, `ADJ__Case=Acc\|Gender=Masc\|Number=Plur`, `ADJ__Case=Acc\|Gender=Masc\|Number=Sing`, `ADJ__Case=Acc\|Gender=Neut\|Number=Plur`, `ADJ__Case=Acc\|Gender=Neut\|Number=Sing`, `ADJ__Case=Dat\|Gender=Fem\|Number=Plur`, `ADJ__Case=Dat\|Gender=Fem\|Number=Sing`, `ADJ__Case=Dat\|Gender=Masc\|Number=Plur`, `ADJ__Case=Dat\|Gender=Masc\|Number=Sing`, `ADJ__Case=Dat\|Gender=Neut\|Number=Sing`, `ADJ__Case=Gen\|Gender=Fem\|Number=Plur`, `ADJ__Case=Gen\|Gender=Fem\|Number=Sing`, `ADJ__Case=Gen\|Gender=Masc\|Number=Plur`, `ADJ__Case=Gen\|Gender=Masc\|Number=Sing`, `ADJ__Case=Gen\|Gender=Neut\|Number=Plur`, `ADJ__Case=Gen\|Gender=Neut\|Number=Sing`, `ADJ__Case=Ins\|Gender=Fem\|Number=Plur`, `ADJ__Case=Ins\|Gender=Fem\|Number=Sing`, `ADJ__Case=Ins\|Gender=Masc\|Number=Plur`, `ADJ__Case=Ins\|Gender=Masc\|Number=Sing`, `ADJ__Case=Ins\|Gender=Neut\|Number=Plur`, `ADJ__Case=Ins\|Gender=Neut\|Number=Sing`, `ADJ__Case=Loc\|Gender=Fem\|Number=Sing`, `ADJ__Case=Loc\|Gender=Masc\|Number=Dual`, `ADJ__Case=Loc\|Gender=Masc\|Number=Plur`, `ADJ__Case=Loc\|Gender=Masc\|Number=Sing`, `ADJ__Case=Loc\|Gender=Neut\|Number=Dual`, `ADJ__Case=Loc\|Gender=Neut\|Number=Sing`, `ADJ__Case=Nom\|Gender=Fem\|Number=Dual`, `ADJ__Case=Nom\|Gender=Fem\|Number=Plur`, `ADJ__Case=Nom\|Gender=Fem\|Number=Sing`, `ADJ__Case=Nom\|Gender=Masc\|Number=Dual`, `ADJ__Case=Nom\|Gender=Masc\|Number=Plur`, `ADJ__Case=Nom\|Gender=Masc\|Number=Sing`, `ADJ__Case=Nom\|Gender=Neut\|Number=Plur`, `ADJ__Case=Nom\|Gender=Neut\|Number=Sing`, `ADJ__Case=Voc\|Gender=Fem\|Number=Plur`, `ADJ__Case=Voc\|Gender=Fem\|Number=Sing`, `ADJ__Case=Voc\|Gender=Masc\|Number=Dual`, `ADJ__Case=Voc\|Gender=Masc\|Number=Plur`, `ADJ__Case=Voc\|Gender=Masc\|Number=Sing`, `ADV`, `ADV__Case=Abl\|Gender=Neut\|Number=Sing`, `ADV__Case=Acc\|Gender=Neut\|Number=Sing`, `ADV__Case=Gen\|Gender=Masc\|Number=Sing`, `ADV__Case=Ins\|Gender=Masc\|Number=Sing`, `ADV__Case=Ins\|Gender=Neut\|Number=Sing`, `ADV__Case=Nom\|Gender=Neut\|Number=Sing`, `ADV__Gender=Masc`, `AUX__Case=Acc\|Gender=Fem\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `AUX__Case=Acc\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `AUX__Case=Nom\|Gender=Fem\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `AUX__Case=Nom\|Gender=Masc\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `AUX__Case=Nom\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `AUX__Mood=Imp\|Number=Plur\|Person=3\|Tense=Pres`, `AUX__Mood=Imp\|Number=Sing\|Person=2\|Tense=Past`, `AUX__Mood=Imp\|Number=Sing\|Person=2\|Tense=Pres`, `AUX__Mood=Imp\|Number=Sing\|Person=3\|Tense=Pres`, `AUX__Mood=Ind\|Number=Dual\|Person=3\|Tense=Past`, `AUX__Mood=Ind\|Number=Dual\|Person=3\|Tense=Pres`, `AUX__Mood=Ind\|Number=Plur\|Person=1\|Tense=Pres`, `AUX__Mood=Ind\|Number=Plur\|Person=2\|Tense=Past`, `AUX__Mood=Ind\|Number=Plur\|Person=2\|Tense=Pres`, `AUX__Mood=Ind\|Number=Plur\|Person=3\|Tense=Past`, `AUX__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres`, `AUX__Mood=Ind\|Number=Sing\|Person=1\|Tense=Pres`, `AUX__Mood=Ind\|Number=Sing\|Person=2\|Tense=Pres`, `AUX__Mood=Ind\|Number=Sing\|Person=3\|Tense=Past`, `AUX__Mood=Ind\|Number=Sing\|Person=3\|Tense=Pres`, `AUX__Mood=Opt\|Number=Plur\|Person=1\|Tense=Pres`, `AUX__Mood=Opt\|Number=Plur\|Person=3\|Tense=Pres`, `AUX__Mood=Opt\|Number=Sing\|Person=1\|Tense=Pres`, `AUX__Mood=Opt\|Number=Sing\|Person=2\|Tense=Pres`, `AUX__Mood=Opt\|Number=Sing\|Person=3\|Tense=Pres`, `AUX__Mood=Sub\|Number=Sing\|Person=1\|Tense=Pres`, `AUX__Mood=Sub\|Number=Sing\|Person=2\|Tense=Pres`, `AUX__Mood=Sub\|Number=Sing\|Person=3\|Tense=Past`, `AUX__Mood=Sub\|Number=Sing\|Person=3\|Tense=Pres`, `CCONJ`, `DET`, `DET__Case=Abl\|Gender=Fem\|Number=Plur`, `DET__Case=Acc\|Gender=Fem\|Number=Plur`, `DET__Case=Acc\|Gender=Fem\|Number=Sing`, `DET__Case=Acc\|Gender=Masc\|Number=Plur`, `DET__Case=Acc\|Gender=Masc\|Number=Sing`, `DET__Case=Acc\|Gender=Neut\|Number=Plur`, `DET__Case=Acc\|Gender=Neut\|Number=Sing`, `DET__Case=Dat\|Gender=Fem\|Number=Plur`, `DET__Case=Dat\|Gender=Fem\|Number=Sing`, `DET__Case=Dat\|Gender=Masc\|Number=Plur`, `DET__Case=Dat\|Gender=Masc\|Number=Sing`, `DET__Case=Gen\|Gender=Fem\|Number=Plur`, `DET__Case=Gen\|Gender=Masc\|Number=Plur`, `DET__Case=Gen\|Gender=Neut\|Number=Plur`, `DET__Case=Gen\|Gender=Neut\|Number=Sing`, `DET__Case=Ins\|Gender=Fem\|Number=Plur`, `DET__Case=Ins\|Gender=Fem\|Number=Sing`, `DET__Case=Ins\|Gender=Masc\|Number=Plur`, `DET__Case=Ins\|Gender=Neut\|Number=Plur`, `DET__Case=Ins\|Gender=Neut\|Number=Sing`, `DET__Case=Loc\|Gender=Masc\|Number=Dual`, `DET__Case=Loc\|Gender=Masc\|Number=Plur`, `DET__Case=Loc\|Gender=Masc\|Number=Sing`, `DET__Case=Loc\|Gender=Neut\|Number=Sing`, `DET__Case=Nom\|Gender=Fem\|Number=Plur`, `DET__Case=Nom\|Gender=Masc\|Number=Plur`, `DET__Case=Nom\|Gender=Masc\|Number=Sing`, `DET__Case=Nom\|Gender=Neut\|Number=Dual`, `DET__Case=Nom\|Gender=Neut\|Number=Plur`, `DET__Case=Nom\|Gender=Neut\|Number=Sing`, `NOUN`, `NOUN__Case=Abl\|Gender=Fem\|Number=Dual`, `NOUN__Case=Abl\|Gender=Fem\|Number=Plur`, `NOUN__Case=Abl\|Gender=Fem\|Number=Sing`, `NOUN__Case=Abl\|Gender=Masc\|Number=Plur`, `NOUN__Case=Abl\|Gender=Masc\|Number=Sing`, `NOUN__Case=Abl\|Gender=Neut\|Number=Dual`, `NOUN__Case=Abl\|Gender=Neut\|Number=Plur`, `NOUN__Case=Abl\|Gender=Neut\|Number=Sing`, `NOUN__Case=Acc\|Gender=Fem\|Number=Dual`, `NOUN__Case=Acc\|Gender=Fem\|Number=Plur`, `NOUN__Case=Acc\|Gender=Fem\|Number=Sing`, `NOUN__Case=Acc\|Gender=Masc\|Number=Dual`, `NOUN__Case=Acc\|Gender=Masc\|Number=Plur`, `NOUN__Case=Acc\|Gender=Masc\|Number=Sing`, `NOUN__Case=Acc\|Gender=Neut\|Number=Dual`, `NOUN__Case=Acc\|Gender=Neut\|Number=Plur`, `NOUN__Case=Acc\|Gender=Neut\|Number=Sing`, `NOUN__Case=Dat\|Gender=Fem\|Number=Dual`, `NOUN__Case=Dat\|Gender=Fem\|Number=Plur`, `NOUN__Case=Dat\|Gender=Fem\|Number=Sing`, `NOUN__Case=Dat\|Gender=Masc\|Number=Dual`, `NOUN__Case=Dat\|Gender=Masc\|Number=Plur`, `NOUN__Case=Dat\|Gender=Masc\|Number=Sing`, `NOUN__Case=Dat\|Gender=Neut\|Number=Dual`, `NOUN__Case=Dat\|Gender=Neut\|Number=Plur`, `NOUN__Case=Dat\|Gender=Neut\|Number=Sing`, `NOUN__Case=Gen\|Gender=Fem\|Number=Dual`, `NOUN__Case=Gen\|Gender=Fem\|Number=Plur`, `NOUN__Case=Gen\|Gender=Fem\|Number=Sing`, `NOUN__Case=Gen\|Gender=Masc\|Number=Dual`, `NOUN__Case=Gen\|Gender=Masc\|Number=Plur`, `NOUN__Case=Gen\|Gender=Masc\|Number=Sing`, `NOUN__Case=Gen\|Gender=Neut\|Number=Dual`, `NOUN__Case=Gen\|Gender=Neut\|Number=Plur`, `NOUN__Case=Gen\|Gender=Neut\|Number=Sing`, `NOUN__Case=Ins\|Gender=Fem\|Number=Dual`, `NOUN__Case=Ins\|Gender=Fem\|Number=Plur`, `NOUN__Case=Ins\|Gender=Fem\|Number=Sing`, `NOUN__Case=Ins\|Gender=Masc\|Number=Dual`, `NOUN__Case=Ins\|Gender=Masc\|Number=Plur`, `NOUN__Case=Ins\|Gender=Masc\|Number=Sing`, `NOUN__Case=Ins\|Gender=Neut\|Number=Plur`, `NOUN__Case=Ins\|Gender=Neut\|Number=Sing`, `NOUN__Case=Loc\|Gender=Fem\|Number=Dual`, `NOUN__Case=Loc\|Gender=Fem\|Number=Plur`, `NOUN__Case=Loc\|Gender=Fem\|Number=Sing`, `NOUN__Case=Loc\|Gender=Masc\|Number=Dual`, `NOUN__Case=Loc\|Gender=Masc\|Number=Plur`, `NOUN__Case=Loc\|Gender=Masc\|Number=Sing`, `NOUN__Case=Loc\|Gender=Neut\|Number=Dual`, `NOUN__Case=Loc\|Gender=Neut\|Number=Plur`, `NOUN__Case=Loc\|Gender=Neut\|Number=Sing`, `NOUN__Case=Nom\|Gender=Fem\|Number=Dual`, `NOUN__Case=Nom\|Gender=Fem\|Number=Plur`, `NOUN__Case=Nom\|Gender=Fem\|Number=Sing`, `NOUN__Case=Nom\|Gender=Masc\|Number=Dual`, `NOUN__Case=Nom\|Gender=Masc\|Number=Plur`, `NOUN__Case=Nom\|Gender=Masc\|Number=Sing`, `NOUN__Case=Nom\|Gender=Neut\|Number=Dual`, `NOUN__Case=Nom\|Gender=Neut\|Number=Plur`, `NOUN__Case=Nom\|Gender=Neut\|Number=Sing`, `NOUN__Case=Voc\|Gender=Fem\|Number=Dual`, `NOUN__Case=Voc\|Gender=Fem\|Number=Plur`, `NOUN__Case=Voc\|Gender=Fem\|Number=Sing`, `NOUN__Case=Voc\|Gender=Masc\|Number=Dual`, `NOUN__Case=Voc\|Gender=Masc\|Number=Plur`, `NOUN__Case=Voc\|Gender=Masc\|Number=Sing`, `NOUN__Case=Voc\|Gender=Neut\|Number=Sing`, `NOUN__Gender=Fem`, `NOUN__Gender=Masc`, `NOUN__Gender=Neut`, `NUM`, `NUM__Case=Abl\|Gender=Masc\|Number=Sing`, `NUM__Case=Acc\|Gender=Fem\|Number=Plur`, `NUM__Case=Acc\|Gender=Fem\|Number=Sing`, `NUM__Case=Acc\|Gender=Masc\|Number=Dual`, `NUM__Case=Acc\|Gender=Masc\|Number=Plur`, `NUM__Case=Acc\|Gender=Masc\|Number=Sing`, `NUM__Case=Acc\|Gender=Neut\|Number=Plur`, `NUM__Case=Acc\|Gender=Neut\|Number=Sing`, `NUM__Case=Dat\|Gender=Neut\|Number=Plur`, `NUM__Case=Gen\|Gender=Neut\|Number=Plur`, `NUM__Case=Gen\|Gender=Neut\|Number=Sing`, `NUM__Case=Ins\|Gender=Fem\|Number=Plur`, `NUM__Case=Ins\|Gender=Fem\|Number=Sing`, `NUM__Case=Ins\|Gender=Masc\|Number=Plur`, `NUM__Case=Ins\|Gender=Neut\|Number=Dual`, `NUM__Case=Ins\|Gender=Neut\|Number=Plur`, `NUM__Case=Ins\|Gender=Neut\|Number=Sing`, `NUM__Case=Loc\|Gender=Fem\|Number=Dual`, `NUM__Case=Loc\|Gender=Masc\|Number=Dual`, `NUM__Case=Loc\|Gender=Masc\|Number=Plur`, `NUM__Case=Loc\|Gender=Masc\|Number=Sing`, `NUM__Case=Loc\|Gender=Neut\|Number=Plur`, `NUM__Case=Nom\|Gender=Fem\|Number=Dual`, `NUM__Case=Nom\|Gender=Fem\|Number=Plur`, `NUM__Case=Nom\|Gender=Fem\|Number=Sing`, `NUM__Case=Nom\|Gender=Masc\|Number=Dual`, `NUM__Case=Nom\|Gender=Masc\|Number=Plur`, `NUM__Case=Nom\|Gender=Masc\|Number=Sing`, `NUM__Case=Nom\|Gender=Neut\|Number=Plur`, `NUM__Case=Nom\|Gender=Neut\|Number=Sing`, `NUM__Case=Voc\|Gender=Masc\|Number=Plur`, `NUM__Gender=Fem`, `NUM__Gender=Neut`, `PART`, `PRON`, `PRON__Case=Abl\|Gender=Fem\|Number=Plur`, `PRON__Case=Abl\|Gender=Fem\|Number=Sing`, `PRON__Case=Abl\|Gender=Masc\|Number=Dual`, `PRON__Case=Abl\|Gender=Masc\|Number=Plur`, `PRON__Case=Abl\|Gender=Masc\|Number=Sing`, `PRON__Case=Abl\|Gender=Neut\|Number=Sing`, `PRON__Case=Abl\|Number=Plur`, `PRON__Case=Abl\|Number=Sing`, `PRON__Case=Acc\|Gender=Fem\|Number=Dual`, `PRON__Case=Acc\|Gender=Fem\|Number=Plur`, `PRON__Case=Acc\|Gender=Fem\|Number=Sing`, `PRON__Case=Acc\|Gender=Masc\|Number=Dual`, `PRON__Case=Acc\|Gender=Masc\|Number=Plur`, `PRON__Case=Acc\|Gender=Masc\|Number=Sing`, `PRON__Case=Acc\|Gender=Neut\|Number=Dual`, `PRON__Case=Acc\|Gender=Neut\|Number=Plur`, `PRON__Case=Acc\|Gender=Neut\|Number=Sing`, `PRON__Case=Acc\|Number=Dual`, `PRON__Case=Acc\|Number=Plur`, `PRON__Case=Acc\|Number=Sing`, `PRON__Case=Dat\|Gender=Fem\|Number=Sing`, `PRON__Case=Dat\|Gender=Masc\|Number=Dual`, `PRON__Case=Dat\|Gender=Masc\|Number=Plur`, `PRON__Case=Dat\|Gender=Masc\|Number=Sing`, `PRON__Case=Dat\|Number=Dual`, `PRON__Case=Dat\|Number=Plur`, `PRON__Case=Dat\|Number=Sing`, `PRON__Case=Gen\|Gender=Fem\|Number=Dual`, `PRON__Case=Gen\|Gender=Fem\|Number=Plur`, `PRON__Case=Gen\|Gender=Fem\|Number=Sing`, `PRON__Case=Gen\|Gender=Masc\|Number=Plur`, `PRON__Case=Gen\|Gender=Masc\|Number=Sing`, `PRON__Case=Gen\|Gender=Neut\|Number=Plur`, `PRON__Case=Gen\|Gender=Neut\|Number=Sing`, `PRON__Case=Gen\|Number=Dual`, `PRON__Case=Gen\|Number=Plur`, `PRON__Case=Gen\|Number=Sing`, `PRON__Case=Ins\|Gender=Fem\|Number=Dual`, `PRON__Case=Ins\|Gender=Fem\|Number=Plur`, `PRON__Case=Ins\|Gender=Fem\|Number=Sing`, `PRON__Case=Ins\|Gender=Masc\|Number=Plur`, `PRON__Case=Ins\|Gender=Masc\|Number=Sing`, `PRON__Case=Ins\|Gender=Neut\|Number=Dual`, `PRON__Case=Ins\|Gender=Neut\|Number=Plur`, `PRON__Case=Ins\|Gender=Neut\|Number=Sing`, `PRON__Case=Ins\|Number=Dual`, `PRON__Case=Ins\|Number=Sing`, `PRON__Case=Loc\|Gender=Fem\|Number=Dual`, `PRON__Case=Loc\|Gender=Fem\|Number=Plur`, `PRON__Case=Loc\|Gender=Fem\|Number=Sing`, `PRON__Case=Loc\|Gender=Masc\|Number=Plur`, `PRON__Case=Loc\|Gender=Masc\|Number=Sing`, `PRON__Case=Loc\|Gender=Neut\|Number=Plur`, `PRON__Case=Loc\|Gender=Neut\|Number=Sing`, `PRON__Case=Loc\|Number=Plur`, `PRON__Case=Loc\|Number=Sing`, `PRON__Case=Nom\|Gender=Fem\|Number=Dual`, `PRON__Case=Nom\|Gender=Fem\|Number=Plur`, `PRON__Case=Nom\|Gender=Fem\|Number=Sing`, `PRON__Case=Nom\|Gender=Masc\|Number=Dual`, `PRON__Case=Nom\|Gender=Masc\|Number=Plur`, `PRON__Case=Nom\|Gender=Masc\|Number=Sing`, `PRON__Case=Nom\|Gender=Neut\|Number=Dual`, `PRON__Case=Nom\|Gender=Neut\|Number=Plur`, `PRON__Case=Nom\|Gender=Neut\|Number=Sing`, `PRON__Case=Nom\|Number=Dual`, `PRON__Case=Nom\|Number=Plur`, `PRON__Case=Nom\|Number=Sing`, `PRON__Case=Voc\|Gender=Fem\|Number=Sing`, `SCONJ`, `VERB__Case=Abl\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Abl\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Abl\|Gender=Neut\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Fem\|Number=Dual\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Fem\|Number=Dual\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Fem\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Fem\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Fem\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Masc\|Number=Dual\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Masc\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Masc\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Acc\|Gender=Masc\|Number=Sing\|VerbForm=Gdv`, `VERB__Case=Acc\|Gender=Neut\|Number=Dual\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Neut\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Neut\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Neut\|Number=Sing\|Tense=Fut\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Neut\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Acc\|Gender=Neut\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Acc\|Gender=Neut\|Number=Sing\|VerbForm=Gdv`, `VERB__Case=Dat\|Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Dat\|Gender=Fem\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Dat\|Gender=Masc\|Number=Dual\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Dat\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Dat\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Dat\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Dat\|Gender=Neut\|Number=Dual\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Gen\|Gender=Masc\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Gen\|Gender=Masc\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Gen\|Gender=Masc\|Number=Sing\|Tense=Fut\|VerbForm=Part`, `VERB__Case=Gen\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Gen\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Gen\|Gender=Neut\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Gen\|Gender=Neut\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Gen\|Gender=Neut\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Ins\|Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Ins\|Gender=Masc\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Ins\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Ins\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Ins\|Gender=Neut\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Ins\|Gender=Neut\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Fem\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Fem\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Fem\|Number=Plur\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Loc\|Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Fem\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Loc\|Gender=Masc\|Number=Dual\|Tense=Past\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Masc\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Masc\|Number=Sing\|Tense=Fut\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Loc\|Gender=Neut\|Number=Dual\|Tense=Past\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Neut\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Loc\|Gender=Neut\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Nom\|Gender=Fem\|Number=Dual\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Fem\|Number=Dual\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Fem\|Number=Dual\|VerbForm=Gdv`, `VERB__Case=Nom\|Gender=Fem\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Fem\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Fem\|Number=Plur\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Nom\|Gender=Fem\|Number=Plur\|VerbForm=Gdv`, `VERB__Case=Nom\|Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Fem\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Fem\|Number=Sing\|VerbForm=Gdv`, `VERB__Case=Nom\|Gender=Masc\|Number=Dual\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Masc\|Number=Dual\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Masc\|Number=Dual\|VerbForm=Gdv`, `VERB__Case=Nom\|Gender=Masc\|Number=Plur\|Tense=Fut\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Masc\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Masc\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Masc\|Number=Plur\|VerbForm=Gdv`, `VERB__Case=Nom\|Gender=Masc\|Number=Sing\|Tense=Fut\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Masc\|Number=Sing\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `VERB__Case=Nom\|Gender=Masc\|Number=Sing\|VerbForm=Gdv`, `VERB__Case=Nom\|Gender=Neut\|Number=Dual\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Neut\|Number=Dual\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Neut\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Neut\|Number=Plur\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Neut\|Number=Plur\|VerbForm=Gdv`, `VERB__Case=Nom\|Gender=Neut\|Number=Sing\|Tense=Fut\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Neut\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Neut\|Number=Sing\|Tense=Pres\|VerbForm=Part`, `VERB__Case=Nom\|Gender=Neut\|Number=Sing\|VerbForm=Gdv`, `VERB__Case=Voc\|Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Case=Voc\|Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VERB__Mood=Imp\|Number=Dual\|Person=1\|Tense=Pres`, `VERB__Mood=Imp\|Number=Dual\|Person=2\|Tense=Past`, `VERB__Mood=Imp\|Number=Dual\|Person=2\|Tense=Pres`, `VERB__Mood=Imp\|Number=Dual\|Person=3\|Tense=Pres`, `VERB__Mood=Imp\|Number=Plur\|Person=1\|Tense=Pres`, `VERB__Mood=Imp\|Number=Plur\|Person=2\|Tense=Pres`, `VERB__Mood=Imp\|Number=Plur\|Person=3\|Tense=Past`, `VERB__Mood=Imp\|Number=Plur\|Person=3\|Tense=Pres`, `VERB__Mood=Imp\|Number=Sing\|Person=1\|Tense=Pres`, `VERB__Mood=Imp\|Number=Sing\|Person=2\|Tense=Past`, `VERB__Mood=Imp\|Number=Sing\|Person=2\|Tense=Pres`, `VERB__Mood=Imp\|Number=Sing\|Person=3\|Tense=Pres`, `VERB__Mood=Imp\|Number=Sing\|Person=3\|Tense=Pres\|Voice=Pass`, `VERB__Mood=Ind\|Number=Dual\|Person=2\|Tense=Past`, `VERB__Mood=Ind\|Number=Dual\|Person=2\|Tense=Pres`, `VERB__Mood=Ind\|Number=Dual\|Person=3\|Tense=Past`, `VERB__Mood=Ind\|Number=Dual\|Person=3\|Tense=Pres`, `VERB__Mood=Ind\|Number=Dual\|Person=3\|Tense=Pres\|Voice=Pass`, `VERB__Mood=Ind\|Number=Plur\|Person=1\|Tense=Fut`, `VERB__Mood=Ind\|Number=Plur\|Person=1\|Tense=Past`, `VERB__Mood=Ind\|Number=Plur\|Person=1\|Tense=Pres`, `VERB__Mood=Ind\|Number=Plur\|Person=2\|Tense=Fut`, `VERB__Mood=Ind\|Number=Plur\|Person=2\|Tense=Past`, `VERB__Mood=Ind\|Number=Plur\|Person=2\|Tense=Pres`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Fut`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Past`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Past\|Voice=Pass`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pqp`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres`, `VERB__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres\|Voice=Pass`, `VERB__Mood=Ind\|Number=Sing\|Person=1\|Tense=Fut`, `VERB__Mood=Ind\|Number=Sing\|Person=1\|Tense=Past`, `VERB__Mood=Ind\|Number=Sing\|Person=1\|Tense=Pqp`, `VERB__Mood=Ind\|Number=Sing\|Person=1\|Tense=Pres`, `VERB__Mood=Ind\|Number=Sing\|Person=2\|Tense=Fut`, `VERB__Mood=Ind\|Number=Sing\|Person=2\|Tense=Past`, `VERB__Mood=Ind\|Number=Sing\|Person=2\|Tense=Pres`, `VERB__Mood=Ind\|Number=Sing\|Person=2\|Tense=Pres\|Voice=Pass`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Fut`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Past`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Past\|Voice=Pass`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Pres`, `VERB__Mood=Ind\|Number=Sing\|Person=3\|Tense=Pres\|Voice=Pass`, `VERB__Mood=Jus\|Number=Dual\|Person=2\|Tense=Past`, `VERB__Mood=Jus\|Number=Plur\|Person=2\|Tense=Past`, `VERB__Mood=Jus\|Number=Plur\|Person=3\|Tense=Past`, `VERB__Mood=Jus\|Number=Plur\|Person=3\|Tense=Pres`, `VERB__Mood=Jus\|Number=Sing\|Person=1\|Tense=Past`, `VERB__Mood=Jus\|Number=Sing\|Person=2\|Tense=Past`, `VERB__Mood=Jus\|Number=Sing\|Person=2\|Tense=Pres`, `VERB__Mood=Jus\|Number=Sing\|Person=3\|Tense=Past`, `VERB__Mood=Jus\|Number=Sing\|Person=3\|Tense=Pres`, `VERB__Mood=Opt\|Number=Dual\|Person=1\|Tense=Pres`, `VERB__Mood=Opt\|Number=Dual\|Person=3\|Tense=Pres`, `VERB__Mood=Opt\|Number=Plur\|Person=1\|Tense=Past`, `VERB__Mood=Opt\|Number=Plur\|Person=1\|Tense=Pres`, `VERB__Mood=Opt\|Number=Plur\|Person=3\|Tense=Pres`, `VERB__Mood=Opt\|Number=Sing\|Person=1\|Tense=Past`, `VERB__Mood=Opt\|Number=Sing\|Person=1\|Tense=Pres`, `VERB__Mood=Opt\|Number=Sing\|Person=2\|Tense=Pres`, `VERB__Mood=Opt\|Number=Sing\|Person=3\|Tense=Past`, `VERB__Mood=Opt\|Number=Sing\|Person=3\|Tense=Pres`, `VERB__Mood=Opt\|Number=Sing\|Person=3\|Tense=Pres\|Voice=Pass`, `VERB__Mood=Sub\|Number=Dual\|Person=2\|Tense=Past`, `VERB__Mood=Sub\|Number=Dual\|Person=2\|Tense=Pres`, `VERB__Mood=Sub\|Number=Plur\|Person=1\|Tense=Past`, `VERB__Mood=Sub\|Number=Plur\|Person=1\|Tense=Pres`, `VERB__Mood=Sub\|Number=Plur\|Person=2\|Tense=Past`, `VERB__Mood=Sub\|Number=Plur\|Person=2\|Tense=Pres`, `VERB__Mood=Sub\|Number=Plur\|Person=3\|Tense=Pres`, `VERB__Mood=Sub\|Number=Sing\|Person=1\|Tense=Past`, `VERB__Mood=Sub\|Number=Sing\|Person=1\|Tense=Pres`, `VERB__Mood=Sub\|Number=Sing\|Person=2\|Tense=Past`, `VERB__Mood=Sub\|Number=Sing\|Person=2\|Tense=Pres`, `VERB__Mood=Sub\|Number=Sing\|Person=3\|Tense=Past`, `VERB__Mood=Sub\|Number=Sing\|Person=3\|Tense=Pres`, `VERB__Tense=Past\|VerbForm=Part`, `VERB__VerbForm=Conv`, `VERB__VerbForm=Gdv`, `VERB__VerbForm=Inf` |
68
+
69
+ </details>
70
+
71
+ ### Accuracy
72
+
73
+ | Type | Score |
74
+ | --- | --- |
75
+ | `DEP_UAS` | 63.61 |
76
+ | `DEP_LAS` | 52.69 |
77
+ | `SENTS_P` | 49.73 |
78
+ | `SENTS_R` | 69.00 |
79
+ | `SENTS_F` | 57.80 |
80
+ | `LEMMA_ACC` | 75.78 |
81
+ | `TAG_ACC` | 71.93 |
82
+ | `TRANSFORMER_LOSS` | 392801.54 |
83
+ | `PARSER_LOSS` | 103143.22 |
84
+ | `TRAINABLE_LEMMATIZER_LOSS` | 1740.24 |
85
+ | `TAGGER_LOSS` | 9459.03 |
config.cfg ADDED
@@ -0,0 +1,190 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [paths]
2
+ train = "corpus/train/san_train.spacy"
3
+ dev = "corpus/dev/san_valid.spacy"
4
+ vectors = null
5
+ init_tok2vec = null
6
+
7
+ [system]
8
+ gpu_allocator = "pytorch"
9
+ seed = 42
10
+
11
+ [nlp]
12
+ lang = "xx"
13
+ pipeline = ["transformer","parser","trainable_lemmatizer","tagger"]
14
+ batch_size = 128
15
+ disabled = []
16
+ before_creation = null
17
+ after_creation = null
18
+ after_pipeline_creation = null
19
+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
20
+
21
+ [components]
22
+
23
+ [components.parser]
24
+ factory = "parser"
25
+ learn_tokens = false
26
+ min_action_freq = 30
27
+ moves = null
28
+ scorer = {"@scorers":"spacy.parser_scorer.v1"}
29
+ update_with_oracle_cut_size = 100
30
+
31
+ [components.parser.model]
32
+ @architectures = "spacy.TransitionBasedParser.v2"
33
+ state_type = "parser"
34
+ extra_state_tokens = false
35
+ hidden_width = 128
36
+ maxout_pieces = 3
37
+ use_upper = false
38
+ nO = null
39
+
40
+ [components.parser.model.tok2vec]
41
+ @architectures = "spacy-transformers.TransformerListener.v1"
42
+ grad_factor = 1.0
43
+ pooling = {"@layers":"reduce_mean.v1"}
44
+ upstream = "*"
45
+
46
+ [components.tagger]
47
+ factory = "tagger"
48
+ label_smoothing = 0.0
49
+ neg_prefix = "!"
50
+ overwrite = false
51
+ scorer = {"@scorers":"spacy.tagger_scorer.v1"}
52
+
53
+ [components.tagger.model]
54
+ @architectures = "spacy.Tagger.v2"
55
+ nO = null
56
+ normalize = false
57
+
58
+ [components.tagger.model.tok2vec]
59
+ @architectures = "spacy-transformers.TransformerListener.v1"
60
+ grad_factor = 1.0
61
+ pooling = {"@layers":"reduce_mean.v1"}
62
+ upstream = "*"
63
+
64
+ [components.trainable_lemmatizer]
65
+ factory = "trainable_lemmatizer"
66
+ backoff = "orth"
67
+ min_tree_freq = 3
68
+ overwrite = false
69
+ scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
70
+ top_k = 1
71
+
72
+ [components.trainable_lemmatizer.model]
73
+ @architectures = "spacy.Tagger.v2"
74
+ nO = null
75
+ normalize = false
76
+
77
+ [components.trainable_lemmatizer.model.tok2vec]
78
+ @architectures = "spacy-transformers.TransformerListener.v1"
79
+ grad_factor = 1.0
80
+ pooling = {"@layers":"reduce_mean.v1"}
81
+ upstream = "*"
82
+
83
+ [components.transformer]
84
+ factory = "transformer"
85
+ max_batch_items = 4096
86
+ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
87
+
88
+ [components.transformer.model]
89
+ @architectures = "spacy-transformers.TransformerModel.v3"
90
+ name = "ljvmiranda921/LiBERTus-base"
91
+ mixed_precision = false
92
+
93
+ [components.transformer.model.get_spans]
94
+ @span_getters = "spacy-transformers.strided_spans.v1"
95
+ window = 128
96
+ stride = 96
97
+
98
+ [components.transformer.model.grad_scaler_config]
99
+
100
+ [components.transformer.model.tokenizer_config]
101
+ use_fast = true
102
+
103
+ [components.transformer.model.transformer_config]
104
+
105
+ [corpora]
106
+
107
+ [corpora.dev]
108
+ @readers = "spacy.Corpus.v1"
109
+ path = ${paths.dev}
110
+ max_length = 0
111
+ gold_preproc = false
112
+ limit = 0
113
+ augmenter = null
114
+
115
+ [corpora.train]
116
+ @readers = "spacy.Corpus.v1"
117
+ path = ${paths.train}
118
+ max_length = 0
119
+ gold_preproc = false
120
+ limit = 0
121
+ augmenter = null
122
+
123
+ [training]
124
+ accumulate_gradient = 3
125
+ dev_corpus = "corpora.dev"
126
+ train_corpus = "corpora.train"
127
+ seed = ${system.seed}
128
+ gpu_allocator = ${system.gpu_allocator}
129
+ dropout = 0.1
130
+ patience = 1600
131
+ max_epochs = 0
132
+ max_steps = 20000
133
+ eval_frequency = 200
134
+ frozen_components = []
135
+ annotating_components = []
136
+ before_to_disk = null
137
+ before_update = null
138
+
139
+ [training.batcher]
140
+ @batchers = "spacy.batch_by_padded.v1"
141
+ discard_oversize = true
142
+ size = 2000
143
+ buffer = 256
144
+ get_length = null
145
+
146
+ [training.logger]
147
+ @loggers = "spacy.ConsoleLogger.v3"
148
+ console_output = true
149
+ progress_bar = "eval"
150
+ output_file = null
151
+
152
+ [training.optimizer]
153
+ @optimizers = "Adam.v1"
154
+ beta1 = 0.9
155
+ beta2 = 0.999
156
+ L2_is_weight_decay = true
157
+ L2 = 0.01
158
+ grad_clip = 1.0
159
+ use_averages = false
160
+ eps = 0.00000001
161
+
162
+ [training.optimizer.learn_rate]
163
+ @schedules = "warmup_linear.v1"
164
+ warmup_steps = 250
165
+ total_steps = 20000
166
+ initial_rate = 0.00005
167
+
168
+ [training.score_weights]
169
+ dep_uas = 0.17
170
+ dep_las = 0.17
171
+ dep_las_per_type = null
172
+ sents_p = null
173
+ sents_r = null
174
+ sents_f = 0.0
175
+ lemma_acc = 0.33
176
+ tag_acc = 0.33
177
+
178
+ [pretraining]
179
+
180
+ [initialize]
181
+ vectors = ${paths.vectors}
182
+ init_tok2vec = ${paths.init_tok2vec}
183
+ vocab_data = null
184
+ lookups = null
185
+ before_init = null
186
+ after_init = null
187
+
188
+ [initialize.components]
189
+
190
+ [initialize.tokenizer]
meta.json ADDED
@@ -0,0 +1,704 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "lang":"xx",
3
+ "name":"san_sigtyp_trf",
4
+ "version":"0.1.0",
5
+ "description":"",
6
+ "author":"",
7
+ "email":"",
8
+ "url":"",
9
+ "license":"",
10
+ "spacy_version":">=3.6.1,<3.7.0",
11
+ "spacy_git_version":"458bc5f45",
12
+ "vectors":{
13
+ "width":0,
14
+ "vectors":0,
15
+ "keys":0,
16
+ "name":null
17
+ },
18
+ "labels":{
19
+ "transformer":[
20
+
21
+ ],
22
+ "parser":[
23
+ "ROOT",
24
+ "acl",
25
+ "advcl",
26
+ "advmod",
27
+ "amod",
28
+ "appos",
29
+ "case",
30
+ "cc",
31
+ "ccomp",
32
+ "conj",
33
+ "cop",
34
+ "csubj",
35
+ "dep",
36
+ "det",
37
+ "discourse",
38
+ "flat",
39
+ "iobj",
40
+ "mark",
41
+ "nmod",
42
+ "nsubj",
43
+ "nummod",
44
+ "obj",
45
+ "obl",
46
+ "orphan",
47
+ "parataxis",
48
+ "vocative",
49
+ "xcomp"
50
+ ],
51
+ "tagger":[
52
+ "ADJ",
53
+ "ADJ__Case=Abl|Gender=Fem|Number=Sing",
54
+ "ADJ__Case=Abl|Gender=Masc|Number=Plur",
55
+ "ADJ__Case=Abl|Gender=Masc|Number=Sing",
56
+ "ADJ__Case=Abl|Gender=Neut|Number=Sing",
57
+ "ADJ__Case=Acc|Gender=Fem|Number=Dual",
58
+ "ADJ__Case=Acc|Gender=Fem|Number=Plur",
59
+ "ADJ__Case=Acc|Gender=Fem|Number=Sing",
60
+ "ADJ__Case=Acc|Gender=Masc|Number=Dual",
61
+ "ADJ__Case=Acc|Gender=Masc|Number=Plur",
62
+ "ADJ__Case=Acc|Gender=Masc|Number=Sing",
63
+ "ADJ__Case=Acc|Gender=Neut|Number=Plur",
64
+ "ADJ__Case=Acc|Gender=Neut|Number=Sing",
65
+ "ADJ__Case=Dat|Gender=Fem|Number=Plur",
66
+ "ADJ__Case=Dat|Gender=Fem|Number=Sing",
67
+ "ADJ__Case=Dat|Gender=Masc|Number=Plur",
68
+ "ADJ__Case=Dat|Gender=Masc|Number=Sing",
69
+ "ADJ__Case=Dat|Gender=Neut|Number=Sing",
70
+ "ADJ__Case=Gen|Gender=Fem|Number=Plur",
71
+ "ADJ__Case=Gen|Gender=Fem|Number=Sing",
72
+ "ADJ__Case=Gen|Gender=Masc|Number=Plur",
73
+ "ADJ__Case=Gen|Gender=Masc|Number=Sing",
74
+ "ADJ__Case=Gen|Gender=Neut|Number=Plur",
75
+ "ADJ__Case=Gen|Gender=Neut|Number=Sing",
76
+ "ADJ__Case=Ins|Gender=Fem|Number=Plur",
77
+ "ADJ__Case=Ins|Gender=Fem|Number=Sing",
78
+ "ADJ__Case=Ins|Gender=Masc|Number=Plur",
79
+ "ADJ__Case=Ins|Gender=Masc|Number=Sing",
80
+ "ADJ__Case=Ins|Gender=Neut|Number=Plur",
81
+ "ADJ__Case=Ins|Gender=Neut|Number=Sing",
82
+ "ADJ__Case=Loc|Gender=Fem|Number=Sing",
83
+ "ADJ__Case=Loc|Gender=Masc|Number=Dual",
84
+ "ADJ__Case=Loc|Gender=Masc|Number=Plur",
85
+ "ADJ__Case=Loc|Gender=Masc|Number=Sing",
86
+ "ADJ__Case=Loc|Gender=Neut|Number=Dual",
87
+ "ADJ__Case=Loc|Gender=Neut|Number=Sing",
88
+ "ADJ__Case=Nom|Gender=Fem|Number=Dual",
89
+ "ADJ__Case=Nom|Gender=Fem|Number=Plur",
90
+ "ADJ__Case=Nom|Gender=Fem|Number=Sing",
91
+ "ADJ__Case=Nom|Gender=Masc|Number=Dual",
92
+ "ADJ__Case=Nom|Gender=Masc|Number=Plur",
93
+ "ADJ__Case=Nom|Gender=Masc|Number=Sing",
94
+ "ADJ__Case=Nom|Gender=Neut|Number=Plur",
95
+ "ADJ__Case=Nom|Gender=Neut|Number=Sing",
96
+ "ADJ__Case=Voc|Gender=Fem|Number=Plur",
97
+ "ADJ__Case=Voc|Gender=Fem|Number=Sing",
98
+ "ADJ__Case=Voc|Gender=Masc|Number=Dual",
99
+ "ADJ__Case=Voc|Gender=Masc|Number=Plur",
100
+ "ADJ__Case=Voc|Gender=Masc|Number=Sing",
101
+ "ADV",
102
+ "ADV__Case=Abl|Gender=Neut|Number=Sing",
103
+ "ADV__Case=Acc|Gender=Neut|Number=Sing",
104
+ "ADV__Case=Gen|Gender=Masc|Number=Sing",
105
+ "ADV__Case=Ins|Gender=Masc|Number=Sing",
106
+ "ADV__Case=Ins|Gender=Neut|Number=Sing",
107
+ "ADV__Case=Nom|Gender=Neut|Number=Sing",
108
+ "ADV__Gender=Masc",
109
+ "AUX__Case=Acc|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part",
110
+ "AUX__Case=Acc|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
111
+ "AUX__Case=Nom|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part",
112
+ "AUX__Case=Nom|Gender=Masc|Number=Plur|Tense=Pres|VerbForm=Part",
113
+ "AUX__Case=Nom|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
114
+ "AUX__Mood=Imp|Number=Plur|Person=3|Tense=Pres",
115
+ "AUX__Mood=Imp|Number=Sing|Person=2|Tense=Past",
116
+ "AUX__Mood=Imp|Number=Sing|Person=2|Tense=Pres",
117
+ "AUX__Mood=Imp|Number=Sing|Person=3|Tense=Pres",
118
+ "AUX__Mood=Ind|Number=Dual|Person=3|Tense=Past",
119
+ "AUX__Mood=Ind|Number=Dual|Person=3|Tense=Pres",
120
+ "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Pres",
121
+ "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Past",
122
+ "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Pres",
123
+ "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Past",
124
+ "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres",
125
+ "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Pres",
126
+ "AUX__Mood=Ind|Number=Sing|Person=2|Tense=Pres",
127
+ "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Past",
128
+ "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Pres",
129
+ "AUX__Mood=Opt|Number=Plur|Person=1|Tense=Pres",
130
+ "AUX__Mood=Opt|Number=Plur|Person=3|Tense=Pres",
131
+ "AUX__Mood=Opt|Number=Sing|Person=1|Tense=Pres",
132
+ "AUX__Mood=Opt|Number=Sing|Person=2|Tense=Pres",
133
+ "AUX__Mood=Opt|Number=Sing|Person=3|Tense=Pres",
134
+ "AUX__Mood=Sub|Number=Sing|Person=1|Tense=Pres",
135
+ "AUX__Mood=Sub|Number=Sing|Person=2|Tense=Pres",
136
+ "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Past",
137
+ "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Pres",
138
+ "CCONJ",
139
+ "DET",
140
+ "DET__Case=Abl|Gender=Fem|Number=Plur",
141
+ "DET__Case=Acc|Gender=Fem|Number=Plur",
142
+ "DET__Case=Acc|Gender=Fem|Number=Sing",
143
+ "DET__Case=Acc|Gender=Masc|Number=Plur",
144
+ "DET__Case=Acc|Gender=Masc|Number=Sing",
145
+ "DET__Case=Acc|Gender=Neut|Number=Plur",
146
+ "DET__Case=Acc|Gender=Neut|Number=Sing",
147
+ "DET__Case=Dat|Gender=Fem|Number=Plur",
148
+ "DET__Case=Dat|Gender=Fem|Number=Sing",
149
+ "DET__Case=Dat|Gender=Masc|Number=Plur",
150
+ "DET__Case=Dat|Gender=Masc|Number=Sing",
151
+ "DET__Case=Gen|Gender=Fem|Number=Plur",
152
+ "DET__Case=Gen|Gender=Masc|Number=Plur",
153
+ "DET__Case=Gen|Gender=Neut|Number=Plur",
154
+ "DET__Case=Gen|Gender=Neut|Number=Sing",
155
+ "DET__Case=Ins|Gender=Fem|Number=Plur",
156
+ "DET__Case=Ins|Gender=Fem|Number=Sing",
157
+ "DET__Case=Ins|Gender=Masc|Number=Plur",
158
+ "DET__Case=Ins|Gender=Neut|Number=Plur",
159
+ "DET__Case=Ins|Gender=Neut|Number=Sing",
160
+ "DET__Case=Loc|Gender=Masc|Number=Dual",
161
+ "DET__Case=Loc|Gender=Masc|Number=Plur",
162
+ "DET__Case=Loc|Gender=Masc|Number=Sing",
163
+ "DET__Case=Loc|Gender=Neut|Number=Sing",
164
+ "DET__Case=Nom|Gender=Fem|Number=Plur",
165
+ "DET__Case=Nom|Gender=Masc|Number=Plur",
166
+ "DET__Case=Nom|Gender=Masc|Number=Sing",
167
+ "DET__Case=Nom|Gender=Neut|Number=Dual",
168
+ "DET__Case=Nom|Gender=Neut|Number=Plur",
169
+ "DET__Case=Nom|Gender=Neut|Number=Sing",
170
+ "NOUN",
171
+ "NOUN__Case=Abl|Gender=Fem|Number=Dual",
172
+ "NOUN__Case=Abl|Gender=Fem|Number=Plur",
173
+ "NOUN__Case=Abl|Gender=Fem|Number=Sing",
174
+ "NOUN__Case=Abl|Gender=Masc|Number=Plur",
175
+ "NOUN__Case=Abl|Gender=Masc|Number=Sing",
176
+ "NOUN__Case=Abl|Gender=Neut|Number=Dual",
177
+ "NOUN__Case=Abl|Gender=Neut|Number=Plur",
178
+ "NOUN__Case=Abl|Gender=Neut|Number=Sing",
179
+ "NOUN__Case=Acc|Gender=Fem|Number=Dual",
180
+ "NOUN__Case=Acc|Gender=Fem|Number=Plur",
181
+ "NOUN__Case=Acc|Gender=Fem|Number=Sing",
182
+ "NOUN__Case=Acc|Gender=Masc|Number=Dual",
183
+ "NOUN__Case=Acc|Gender=Masc|Number=Plur",
184
+ "NOUN__Case=Acc|Gender=Masc|Number=Sing",
185
+ "NOUN__Case=Acc|Gender=Neut|Number=Dual",
186
+ "NOUN__Case=Acc|Gender=Neut|Number=Plur",
187
+ "NOUN__Case=Acc|Gender=Neut|Number=Sing",
188
+ "NOUN__Case=Dat|Gender=Fem|Number=Dual",
189
+ "NOUN__Case=Dat|Gender=Fem|Number=Plur",
190
+ "NOUN__Case=Dat|Gender=Fem|Number=Sing",
191
+ "NOUN__Case=Dat|Gender=Masc|Number=Dual",
192
+ "NOUN__Case=Dat|Gender=Masc|Number=Plur",
193
+ "NOUN__Case=Dat|Gender=Masc|Number=Sing",
194
+ "NOUN__Case=Dat|Gender=Neut|Number=Dual",
195
+ "NOUN__Case=Dat|Gender=Neut|Number=Plur",
196
+ "NOUN__Case=Dat|Gender=Neut|Number=Sing",
197
+ "NOUN__Case=Gen|Gender=Fem|Number=Dual",
198
+ "NOUN__Case=Gen|Gender=Fem|Number=Plur",
199
+ "NOUN__Case=Gen|Gender=Fem|Number=Sing",
200
+ "NOUN__Case=Gen|Gender=Masc|Number=Dual",
201
+ "NOUN__Case=Gen|Gender=Masc|Number=Plur",
202
+ "NOUN__Case=Gen|Gender=Masc|Number=Sing",
203
+ "NOUN__Case=Gen|Gender=Neut|Number=Dual",
204
+ "NOUN__Case=Gen|Gender=Neut|Number=Plur",
205
+ "NOUN__Case=Gen|Gender=Neut|Number=Sing",
206
+ "NOUN__Case=Ins|Gender=Fem|Number=Dual",
207
+ "NOUN__Case=Ins|Gender=Fem|Number=Plur",
208
+ "NOUN__Case=Ins|Gender=Fem|Number=Sing",
209
+ "NOUN__Case=Ins|Gender=Masc|Number=Dual",
210
+ "NOUN__Case=Ins|Gender=Masc|Number=Plur",
211
+ "NOUN__Case=Ins|Gender=Masc|Number=Sing",
212
+ "NOUN__Case=Ins|Gender=Neut|Number=Plur",
213
+ "NOUN__Case=Ins|Gender=Neut|Number=Sing",
214
+ "NOUN__Case=Loc|Gender=Fem|Number=Dual",
215
+ "NOUN__Case=Loc|Gender=Fem|Number=Plur",
216
+ "NOUN__Case=Loc|Gender=Fem|Number=Sing",
217
+ "NOUN__Case=Loc|Gender=Masc|Number=Dual",
218
+ "NOUN__Case=Loc|Gender=Masc|Number=Plur",
219
+ "NOUN__Case=Loc|Gender=Masc|Number=Sing",
220
+ "NOUN__Case=Loc|Gender=Neut|Number=Dual",
221
+ "NOUN__Case=Loc|Gender=Neut|Number=Plur",
222
+ "NOUN__Case=Loc|Gender=Neut|Number=Sing",
223
+ "NOUN__Case=Nom|Gender=Fem|Number=Dual",
224
+ "NOUN__Case=Nom|Gender=Fem|Number=Plur",
225
+ "NOUN__Case=Nom|Gender=Fem|Number=Sing",
226
+ "NOUN__Case=Nom|Gender=Masc|Number=Dual",
227
+ "NOUN__Case=Nom|Gender=Masc|Number=Plur",
228
+ "NOUN__Case=Nom|Gender=Masc|Number=Sing",
229
+ "NOUN__Case=Nom|Gender=Neut|Number=Dual",
230
+ "NOUN__Case=Nom|Gender=Neut|Number=Plur",
231
+ "NOUN__Case=Nom|Gender=Neut|Number=Sing",
232
+ "NOUN__Case=Voc|Gender=Fem|Number=Dual",
233
+ "NOUN__Case=Voc|Gender=Fem|Number=Plur",
234
+ "NOUN__Case=Voc|Gender=Fem|Number=Sing",
235
+ "NOUN__Case=Voc|Gender=Masc|Number=Dual",
236
+ "NOUN__Case=Voc|Gender=Masc|Number=Plur",
237
+ "NOUN__Case=Voc|Gender=Masc|Number=Sing",
238
+ "NOUN__Case=Voc|Gender=Neut|Number=Sing",
239
+ "NOUN__Gender=Fem",
240
+ "NOUN__Gender=Masc",
241
+ "NOUN__Gender=Neut",
242
+ "NUM",
243
+ "NUM__Case=Abl|Gender=Masc|Number=Sing",
244
+ "NUM__Case=Acc|Gender=Fem|Number=Plur",
245
+ "NUM__Case=Acc|Gender=Fem|Number=Sing",
246
+ "NUM__Case=Acc|Gender=Masc|Number=Dual",
247
+ "NUM__Case=Acc|Gender=Masc|Number=Plur",
248
+ "NUM__Case=Acc|Gender=Masc|Number=Sing",
249
+ "NUM__Case=Acc|Gender=Neut|Number=Plur",
250
+ "NUM__Case=Acc|Gender=Neut|Number=Sing",
251
+ "NUM__Case=Dat|Gender=Neut|Number=Plur",
252
+ "NUM__Case=Gen|Gender=Neut|Number=Plur",
253
+ "NUM__Case=Gen|Gender=Neut|Number=Sing",
254
+ "NUM__Case=Ins|Gender=Fem|Number=Plur",
255
+ "NUM__Case=Ins|Gender=Fem|Number=Sing",
256
+ "NUM__Case=Ins|Gender=Masc|Number=Plur",
257
+ "NUM__Case=Ins|Gender=Neut|Number=Dual",
258
+ "NUM__Case=Ins|Gender=Neut|Number=Plur",
259
+ "NUM__Case=Ins|Gender=Neut|Number=Sing",
260
+ "NUM__Case=Loc|Gender=Fem|Number=Dual",
261
+ "NUM__Case=Loc|Gender=Masc|Number=Dual",
262
+ "NUM__Case=Loc|Gender=Masc|Number=Plur",
263
+ "NUM__Case=Loc|Gender=Masc|Number=Sing",
264
+ "NUM__Case=Loc|Gender=Neut|Number=Plur",
265
+ "NUM__Case=Nom|Gender=Fem|Number=Dual",
266
+ "NUM__Case=Nom|Gender=Fem|Number=Plur",
267
+ "NUM__Case=Nom|Gender=Fem|Number=Sing",
268
+ "NUM__Case=Nom|Gender=Masc|Number=Dual",
269
+ "NUM__Case=Nom|Gender=Masc|Number=Plur",
270
+ "NUM__Case=Nom|Gender=Masc|Number=Sing",
271
+ "NUM__Case=Nom|Gender=Neut|Number=Plur",
272
+ "NUM__Case=Nom|Gender=Neut|Number=Sing",
273
+ "NUM__Case=Voc|Gender=Masc|Number=Plur",
274
+ "NUM__Gender=Fem",
275
+ "NUM__Gender=Neut",
276
+ "PART",
277
+ "PRON",
278
+ "PRON__Case=Abl|Gender=Fem|Number=Plur",
279
+ "PRON__Case=Abl|Gender=Fem|Number=Sing",
280
+ "PRON__Case=Abl|Gender=Masc|Number=Dual",
281
+ "PRON__Case=Abl|Gender=Masc|Number=Plur",
282
+ "PRON__Case=Abl|Gender=Masc|Number=Sing",
283
+ "PRON__Case=Abl|Gender=Neut|Number=Sing",
284
+ "PRON__Case=Abl|Number=Plur",
285
+ "PRON__Case=Abl|Number=Sing",
286
+ "PRON__Case=Acc|Gender=Fem|Number=Dual",
287
+ "PRON__Case=Acc|Gender=Fem|Number=Plur",
288
+ "PRON__Case=Acc|Gender=Fem|Number=Sing",
289
+ "PRON__Case=Acc|Gender=Masc|Number=Dual",
290
+ "PRON__Case=Acc|Gender=Masc|Number=Plur",
291
+ "PRON__Case=Acc|Gender=Masc|Number=Sing",
292
+ "PRON__Case=Acc|Gender=Neut|Number=Dual",
293
+ "PRON__Case=Acc|Gender=Neut|Number=Plur",
294
+ "PRON__Case=Acc|Gender=Neut|Number=Sing",
295
+ "PRON__Case=Acc|Number=Dual",
296
+ "PRON__Case=Acc|Number=Plur",
297
+ "PRON__Case=Acc|Number=Sing",
298
+ "PRON__Case=Dat|Gender=Fem|Number=Sing",
299
+ "PRON__Case=Dat|Gender=Masc|Number=Dual",
300
+ "PRON__Case=Dat|Gender=Masc|Number=Plur",
301
+ "PRON__Case=Dat|Gender=Masc|Number=Sing",
302
+ "PRON__Case=Dat|Number=Dual",
303
+ "PRON__Case=Dat|Number=Plur",
304
+ "PRON__Case=Dat|Number=Sing",
305
+ "PRON__Case=Gen|Gender=Fem|Number=Dual",
306
+ "PRON__Case=Gen|Gender=Fem|Number=Plur",
307
+ "PRON__Case=Gen|Gender=Fem|Number=Sing",
308
+ "PRON__Case=Gen|Gender=Masc|Number=Plur",
309
+ "PRON__Case=Gen|Gender=Masc|Number=Sing",
310
+ "PRON__Case=Gen|Gender=Neut|Number=Plur",
311
+ "PRON__Case=Gen|Gender=Neut|Number=Sing",
312
+ "PRON__Case=Gen|Number=Dual",
313
+ "PRON__Case=Gen|Number=Plur",
314
+ "PRON__Case=Gen|Number=Sing",
315
+ "PRON__Case=Ins|Gender=Fem|Number=Dual",
316
+ "PRON__Case=Ins|Gender=Fem|Number=Plur",
317
+ "PRON__Case=Ins|Gender=Fem|Number=Sing",
318
+ "PRON__Case=Ins|Gender=Masc|Number=Plur",
319
+ "PRON__Case=Ins|Gender=Masc|Number=Sing",
320
+ "PRON__Case=Ins|Gender=Neut|Number=Dual",
321
+ "PRON__Case=Ins|Gender=Neut|Number=Plur",
322
+ "PRON__Case=Ins|Gender=Neut|Number=Sing",
323
+ "PRON__Case=Ins|Number=Dual",
324
+ "PRON__Case=Ins|Number=Sing",
325
+ "PRON__Case=Loc|Gender=Fem|Number=Dual",
326
+ "PRON__Case=Loc|Gender=Fem|Number=Plur",
327
+ "PRON__Case=Loc|Gender=Fem|Number=Sing",
328
+ "PRON__Case=Loc|Gender=Masc|Number=Plur",
329
+ "PRON__Case=Loc|Gender=Masc|Number=Sing",
330
+ "PRON__Case=Loc|Gender=Neut|Number=Plur",
331
+ "PRON__Case=Loc|Gender=Neut|Number=Sing",
332
+ "PRON__Case=Loc|Number=Plur",
333
+ "PRON__Case=Loc|Number=Sing",
334
+ "PRON__Case=Nom|Gender=Fem|Number=Dual",
335
+ "PRON__Case=Nom|Gender=Fem|Number=Plur",
336
+ "PRON__Case=Nom|Gender=Fem|Number=Sing",
337
+ "PRON__Case=Nom|Gender=Masc|Number=Dual",
338
+ "PRON__Case=Nom|Gender=Masc|Number=Plur",
339
+ "PRON__Case=Nom|Gender=Masc|Number=Sing",
340
+ "PRON__Case=Nom|Gender=Neut|Number=Dual",
341
+ "PRON__Case=Nom|Gender=Neut|Number=Plur",
342
+ "PRON__Case=Nom|Gender=Neut|Number=Sing",
343
+ "PRON__Case=Nom|Number=Dual",
344
+ "PRON__Case=Nom|Number=Plur",
345
+ "PRON__Case=Nom|Number=Sing",
346
+ "PRON__Case=Voc|Gender=Fem|Number=Sing",
347
+ "SCONJ",
348
+ "VERB__Case=Abl|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
349
+ "VERB__Case=Abl|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
350
+ "VERB__Case=Abl|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
351
+ "VERB__Case=Acc|Gender=Fem|Number=Dual|Tense=Past|VerbForm=Part",
352
+ "VERB__Case=Acc|Gender=Fem|Number=Dual|Tense=Pres|VerbForm=Part",
353
+ "VERB__Case=Acc|Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
354
+ "VERB__Case=Acc|Gender=Fem|Number=Plur|Tense=Pres|VerbForm=Part",
355
+ "VERB__Case=Acc|Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
356
+ "VERB__Case=Acc|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part",
357
+ "VERB__Case=Acc|Gender=Masc|Number=Dual|Tense=Pres|VerbForm=Part",
358
+ "VERB__Case=Acc|Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
359
+ "VERB__Case=Acc|Gender=Masc|Number=Plur|Tense=Pres|VerbForm=Part",
360
+ "VERB__Case=Acc|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
361
+ "VERB__Case=Acc|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
362
+ "VERB__Case=Acc|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
363
+ "VERB__Case=Acc|Gender=Masc|Number=Sing|VerbForm=Gdv",
364
+ "VERB__Case=Acc|Gender=Neut|Number=Dual|Tense=Past|VerbForm=Part",
365
+ "VERB__Case=Acc|Gender=Neut|Number=Plur|Tense=Past|VerbForm=Part",
366
+ "VERB__Case=Acc|Gender=Neut|Number=Plur|Tense=Pres|VerbForm=Part",
367
+ "VERB__Case=Acc|Gender=Neut|Number=Sing|Tense=Fut|VerbForm=Part",
368
+ "VERB__Case=Acc|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
369
+ "VERB__Case=Acc|Gender=Neut|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
370
+ "VERB__Case=Acc|Gender=Neut|Number=Sing|VerbForm=Gdv",
371
+ "VERB__Case=Dat|Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
372
+ "VERB__Case=Dat|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
373
+ "VERB__Case=Dat|Gender=Masc|Number=Dual|Tense=Pres|VerbForm=Part|Voice=Pass",
374
+ "VERB__Case=Dat|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
375
+ "VERB__Case=Dat|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
376
+ "VERB__Case=Dat|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
377
+ "VERB__Case=Dat|Gender=Neut|Number=Dual|Tense=Pres|VerbForm=Part|Voice=Pass",
378
+ "VERB__Case=Gen|Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
379
+ "VERB__Case=Gen|Gender=Masc|Number=Plur|Tense=Pres|VerbForm=Part",
380
+ "VERB__Case=Gen|Gender=Masc|Number=Sing|Tense=Fut|VerbForm=Part",
381
+ "VERB__Case=Gen|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
382
+ "VERB__Case=Gen|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
383
+ "VERB__Case=Gen|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
384
+ "VERB__Case=Gen|Gender=Neut|Number=Sing|Tense=Pres|VerbForm=Part",
385
+ "VERB__Case=Gen|Gender=Neut|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
386
+ "VERB__Case=Ins|Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
387
+ "VERB__Case=Ins|Gender=Masc|Number=Plur|Tense=Pres|VerbForm=Part",
388
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+ "ADJ__Case=Ins|Gender=Fem|Number=Sing",
30
+ "ADJ__Case=Ins|Gender=Masc|Number=Plur",
31
+ "ADJ__Case=Ins|Gender=Masc|Number=Sing",
32
+ "ADJ__Case=Ins|Gender=Neut|Number=Plur",
33
+ "ADJ__Case=Ins|Gender=Neut|Number=Sing",
34
+ "ADJ__Case=Loc|Gender=Fem|Number=Sing",
35
+ "ADJ__Case=Loc|Gender=Masc|Number=Dual",
36
+ "ADJ__Case=Loc|Gender=Masc|Number=Plur",
37
+ "ADJ__Case=Loc|Gender=Masc|Number=Sing",
38
+ "ADJ__Case=Loc|Gender=Neut|Number=Dual",
39
+ "ADJ__Case=Loc|Gender=Neut|Number=Sing",
40
+ "ADJ__Case=Nom|Gender=Fem|Number=Dual",
41
+ "ADJ__Case=Nom|Gender=Fem|Number=Plur",
42
+ "ADJ__Case=Nom|Gender=Fem|Number=Sing",
43
+ "ADJ__Case=Nom|Gender=Masc|Number=Dual",
44
+ "ADJ__Case=Nom|Gender=Masc|Number=Plur",
45
+ "ADJ__Case=Nom|Gender=Masc|Number=Sing",
46
+ "ADJ__Case=Nom|Gender=Neut|Number=Plur",
47
+ "ADJ__Case=Nom|Gender=Neut|Number=Sing",
48
+ "ADJ__Case=Voc|Gender=Fem|Number=Plur",
49
+ "ADJ__Case=Voc|Gender=Fem|Number=Sing",
50
+ "ADJ__Case=Voc|Gender=Masc|Number=Dual",
51
+ "ADJ__Case=Voc|Gender=Masc|Number=Plur",
52
+ "ADJ__Case=Voc|Gender=Masc|Number=Sing",
53
+ "ADV",
54
+ "ADV__Case=Abl|Gender=Neut|Number=Sing",
55
+ "ADV__Case=Acc|Gender=Neut|Number=Sing",
56
+ "ADV__Case=Gen|Gender=Masc|Number=Sing",
57
+ "ADV__Case=Ins|Gender=Masc|Number=Sing",
58
+ "ADV__Case=Ins|Gender=Neut|Number=Sing",
59
+ "ADV__Case=Nom|Gender=Neut|Number=Sing",
60
+ "ADV__Gender=Masc",
61
+ "AUX__Case=Acc|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part",
62
+ "AUX__Case=Acc|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
63
+ "AUX__Case=Nom|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part",
64
+ "AUX__Case=Nom|Gender=Masc|Number=Plur|Tense=Pres|VerbForm=Part",
65
+ "AUX__Case=Nom|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
66
+ "AUX__Mood=Imp|Number=Plur|Person=3|Tense=Pres",
67
+ "AUX__Mood=Imp|Number=Sing|Person=2|Tense=Past",
68
+ "AUX__Mood=Imp|Number=Sing|Person=2|Tense=Pres",
69
+ "AUX__Mood=Imp|Number=Sing|Person=3|Tense=Pres",
70
+ "AUX__Mood=Ind|Number=Dual|Person=3|Tense=Past",
71
+ "AUX__Mood=Ind|Number=Dual|Person=3|Tense=Pres",
72
+ "AUX__Mood=Ind|Number=Plur|Person=1|Tense=Pres",
73
+ "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Past",
74
+ "AUX__Mood=Ind|Number=Plur|Person=2|Tense=Pres",
75
+ "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Past",
76
+ "AUX__Mood=Ind|Number=Plur|Person=3|Tense=Pres",
77
+ "AUX__Mood=Ind|Number=Sing|Person=1|Tense=Pres",
78
+ "AUX__Mood=Ind|Number=Sing|Person=2|Tense=Pres",
79
+ "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Past",
80
+ "AUX__Mood=Ind|Number=Sing|Person=3|Tense=Pres",
81
+ "AUX__Mood=Opt|Number=Plur|Person=1|Tense=Pres",
82
+ "AUX__Mood=Opt|Number=Plur|Person=3|Tense=Pres",
83
+ "AUX__Mood=Opt|Number=Sing|Person=1|Tense=Pres",
84
+ "AUX__Mood=Opt|Number=Sing|Person=2|Tense=Pres",
85
+ "AUX__Mood=Opt|Number=Sing|Person=3|Tense=Pres",
86
+ "AUX__Mood=Sub|Number=Sing|Person=1|Tense=Pres",
87
+ "AUX__Mood=Sub|Number=Sing|Person=2|Tense=Pres",
88
+ "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Past",
89
+ "AUX__Mood=Sub|Number=Sing|Person=3|Tense=Pres",
90
+ "CCONJ",
91
+ "DET",
92
+ "DET__Case=Abl|Gender=Fem|Number=Plur",
93
+ "DET__Case=Acc|Gender=Fem|Number=Plur",
94
+ "DET__Case=Acc|Gender=Fem|Number=Sing",
95
+ "DET__Case=Acc|Gender=Masc|Number=Plur",
96
+ "DET__Case=Acc|Gender=Masc|Number=Sing",
97
+ "DET__Case=Acc|Gender=Neut|Number=Plur",
98
+ "DET__Case=Acc|Gender=Neut|Number=Sing",
99
+ "DET__Case=Dat|Gender=Fem|Number=Plur",
100
+ "DET__Case=Dat|Gender=Fem|Number=Sing",
101
+ "DET__Case=Dat|Gender=Masc|Number=Plur",
102
+ "DET__Case=Dat|Gender=Masc|Number=Sing",
103
+ "DET__Case=Gen|Gender=Fem|Number=Plur",
104
+ "DET__Case=Gen|Gender=Masc|Number=Plur",
105
+ "DET__Case=Gen|Gender=Neut|Number=Plur",
106
+ "DET__Case=Gen|Gender=Neut|Number=Sing",
107
+ "DET__Case=Ins|Gender=Fem|Number=Plur",
108
+ "DET__Case=Ins|Gender=Fem|Number=Sing",
109
+ "DET__Case=Ins|Gender=Masc|Number=Plur",
110
+ "DET__Case=Ins|Gender=Neut|Number=Plur",
111
+ "DET__Case=Ins|Gender=Neut|Number=Sing",
112
+ "DET__Case=Loc|Gender=Masc|Number=Dual",
113
+ "DET__Case=Loc|Gender=Masc|Number=Plur",
114
+ "DET__Case=Loc|Gender=Masc|Number=Sing",
115
+ "DET__Case=Loc|Gender=Neut|Number=Sing",
116
+ "DET__Case=Nom|Gender=Fem|Number=Plur",
117
+ "DET__Case=Nom|Gender=Masc|Number=Plur",
118
+ "DET__Case=Nom|Gender=Masc|Number=Sing",
119
+ "DET__Case=Nom|Gender=Neut|Number=Dual",
120
+ "DET__Case=Nom|Gender=Neut|Number=Plur",
121
+ "DET__Case=Nom|Gender=Neut|Number=Sing",
122
+ "NOUN",
123
+ "NOUN__Case=Abl|Gender=Fem|Number=Dual",
124
+ "NOUN__Case=Abl|Gender=Fem|Number=Plur",
125
+ "NOUN__Case=Abl|Gender=Fem|Number=Sing",
126
+ "NOUN__Case=Abl|Gender=Masc|Number=Plur",
127
+ "NOUN__Case=Abl|Gender=Masc|Number=Sing",
128
+ "NOUN__Case=Abl|Gender=Neut|Number=Dual",
129
+ "NOUN__Case=Abl|Gender=Neut|Number=Plur",
130
+ "NOUN__Case=Abl|Gender=Neut|Number=Sing",
131
+ "NOUN__Case=Acc|Gender=Fem|Number=Dual",
132
+ "NOUN__Case=Acc|Gender=Fem|Number=Plur",
133
+ "NOUN__Case=Acc|Gender=Fem|Number=Sing",
134
+ "NOUN__Case=Acc|Gender=Masc|Number=Dual",
135
+ "NOUN__Case=Acc|Gender=Masc|Number=Plur",
136
+ "NOUN__Case=Acc|Gender=Masc|Number=Sing",
137
+ "NOUN__Case=Acc|Gender=Neut|Number=Dual",
138
+ "NOUN__Case=Acc|Gender=Neut|Number=Plur",
139
+ "NOUN__Case=Acc|Gender=Neut|Number=Sing",
140
+ "NOUN__Case=Dat|Gender=Fem|Number=Dual",
141
+ "NOUN__Case=Dat|Gender=Fem|Number=Plur",
142
+ "NOUN__Case=Dat|Gender=Fem|Number=Sing",
143
+ "NOUN__Case=Dat|Gender=Masc|Number=Dual",
144
+ "NOUN__Case=Dat|Gender=Masc|Number=Plur",
145
+ "NOUN__Case=Dat|Gender=Masc|Number=Sing",
146
+ "NOUN__Case=Dat|Gender=Neut|Number=Dual",
147
+ "NOUN__Case=Dat|Gender=Neut|Number=Plur",
148
+ "NOUN__Case=Dat|Gender=Neut|Number=Sing",
149
+ "NOUN__Case=Gen|Gender=Fem|Number=Dual",
150
+ "NOUN__Case=Gen|Gender=Fem|Number=Plur",
151
+ "NOUN__Case=Gen|Gender=Fem|Number=Sing",
152
+ "NOUN__Case=Gen|Gender=Masc|Number=Dual",
153
+ "NOUN__Case=Gen|Gender=Masc|Number=Plur",
154
+ "NOUN__Case=Gen|Gender=Masc|Number=Sing",
155
+ "NOUN__Case=Gen|Gender=Neut|Number=Dual",
156
+ "NOUN__Case=Gen|Gender=Neut|Number=Plur",
157
+ "NOUN__Case=Gen|Gender=Neut|Number=Sing",
158
+ "NOUN__Case=Ins|Gender=Fem|Number=Dual",
159
+ "NOUN__Case=Ins|Gender=Fem|Number=Plur",
160
+ "NOUN__Case=Ins|Gender=Fem|Number=Sing",
161
+ "NOUN__Case=Ins|Gender=Masc|Number=Dual",
162
+ "NOUN__Case=Ins|Gender=Masc|Number=Plur",
163
+ "NOUN__Case=Ins|Gender=Masc|Number=Sing",
164
+ "NOUN__Case=Ins|Gender=Neut|Number=Plur",
165
+ "NOUN__Case=Ins|Gender=Neut|Number=Sing",
166
+ "NOUN__Case=Loc|Gender=Fem|Number=Dual",
167
+ "NOUN__Case=Loc|Gender=Fem|Number=Plur",
168
+ "NOUN__Case=Loc|Gender=Fem|Number=Sing",
169
+ "NOUN__Case=Loc|Gender=Masc|Number=Dual",
170
+ "NOUN__Case=Loc|Gender=Masc|Number=Plur",
171
+ "NOUN__Case=Loc|Gender=Masc|Number=Sing",
172
+ "NOUN__Case=Loc|Gender=Neut|Number=Dual",
173
+ "NOUN__Case=Loc|Gender=Neut|Number=Plur",
174
+ "NOUN__Case=Loc|Gender=Neut|Number=Sing",
175
+ "NOUN__Case=Nom|Gender=Fem|Number=Dual",
176
+ "NOUN__Case=Nom|Gender=Fem|Number=Plur",
177
+ "NOUN__Case=Nom|Gender=Fem|Number=Sing",
178
+ "NOUN__Case=Nom|Gender=Masc|Number=Dual",
179
+ "NOUN__Case=Nom|Gender=Masc|Number=Plur",
180
+ "NOUN__Case=Nom|Gender=Masc|Number=Sing",
181
+ "NOUN__Case=Nom|Gender=Neut|Number=Dual",
182
+ "NOUN__Case=Nom|Gender=Neut|Number=Plur",
183
+ "NOUN__Case=Nom|Gender=Neut|Number=Sing",
184
+ "NOUN__Case=Voc|Gender=Fem|Number=Dual",
185
+ "NOUN__Case=Voc|Gender=Fem|Number=Plur",
186
+ "NOUN__Case=Voc|Gender=Fem|Number=Sing",
187
+ "NOUN__Case=Voc|Gender=Masc|Number=Dual",
188
+ "NOUN__Case=Voc|Gender=Masc|Number=Plur",
189
+ "NOUN__Case=Voc|Gender=Masc|Number=Sing",
190
+ "NOUN__Case=Voc|Gender=Neut|Number=Sing",
191
+ "NOUN__Gender=Fem",
192
+ "NOUN__Gender=Masc",
193
+ "NOUN__Gender=Neut",
194
+ "NUM",
195
+ "NUM__Case=Abl|Gender=Masc|Number=Sing",
196
+ "NUM__Case=Acc|Gender=Fem|Number=Plur",
197
+ "NUM__Case=Acc|Gender=Fem|Number=Sing",
198
+ "NUM__Case=Acc|Gender=Masc|Number=Dual",
199
+ "NUM__Case=Acc|Gender=Masc|Number=Plur",
200
+ "NUM__Case=Acc|Gender=Masc|Number=Sing",
201
+ "NUM__Case=Acc|Gender=Neut|Number=Plur",
202
+ "NUM__Case=Acc|Gender=Neut|Number=Sing",
203
+ "NUM__Case=Dat|Gender=Neut|Number=Plur",
204
+ "NUM__Case=Gen|Gender=Neut|Number=Plur",
205
+ "NUM__Case=Gen|Gender=Neut|Number=Sing",
206
+ "NUM__Case=Ins|Gender=Fem|Number=Plur",
207
+ "NUM__Case=Ins|Gender=Fem|Number=Sing",
208
+ "NUM__Case=Ins|Gender=Masc|Number=Plur",
209
+ "NUM__Case=Ins|Gender=Neut|Number=Dual",
210
+ "NUM__Case=Ins|Gender=Neut|Number=Plur",
211
+ "NUM__Case=Ins|Gender=Neut|Number=Sing",
212
+ "NUM__Case=Loc|Gender=Fem|Number=Dual",
213
+ "NUM__Case=Loc|Gender=Masc|Number=Dual",
214
+ "NUM__Case=Loc|Gender=Masc|Number=Plur",
215
+ "NUM__Case=Loc|Gender=Masc|Number=Sing",
216
+ "NUM__Case=Loc|Gender=Neut|Number=Plur",
217
+ "NUM__Case=Nom|Gender=Fem|Number=Dual",
218
+ "NUM__Case=Nom|Gender=Fem|Number=Plur",
219
+ "NUM__Case=Nom|Gender=Fem|Number=Sing",
220
+ "NUM__Case=Nom|Gender=Masc|Number=Dual",
221
+ "NUM__Case=Nom|Gender=Masc|Number=Plur",
222
+ "NUM__Case=Nom|Gender=Masc|Number=Sing",
223
+ "NUM__Case=Nom|Gender=Neut|Number=Plur",
224
+ "NUM__Case=Nom|Gender=Neut|Number=Sing",
225
+ "NUM__Case=Voc|Gender=Masc|Number=Plur",
226
+ "NUM__Gender=Fem",
227
+ "NUM__Gender=Neut",
228
+ "PART",
229
+ "PRON",
230
+ "PRON__Case=Abl|Gender=Fem|Number=Plur",
231
+ "PRON__Case=Abl|Gender=Fem|Number=Sing",
232
+ "PRON__Case=Abl|Gender=Masc|Number=Dual",
233
+ "PRON__Case=Abl|Gender=Masc|Number=Plur",
234
+ "PRON__Case=Abl|Gender=Masc|Number=Sing",
235
+ "PRON__Case=Abl|Gender=Neut|Number=Sing",
236
+ "PRON__Case=Abl|Number=Plur",
237
+ "PRON__Case=Abl|Number=Sing",
238
+ "PRON__Case=Acc|Gender=Fem|Number=Dual",
239
+ "PRON__Case=Acc|Gender=Fem|Number=Plur",
240
+ "PRON__Case=Acc|Gender=Fem|Number=Sing",
241
+ "PRON__Case=Acc|Gender=Masc|Number=Dual",
242
+ "PRON__Case=Acc|Gender=Masc|Number=Plur",
243
+ "PRON__Case=Acc|Gender=Masc|Number=Sing",
244
+ "PRON__Case=Acc|Gender=Neut|Number=Dual",
245
+ "PRON__Case=Acc|Gender=Neut|Number=Plur",
246
+ "PRON__Case=Acc|Gender=Neut|Number=Sing",
247
+ "PRON__Case=Acc|Number=Dual",
248
+ "PRON__Case=Acc|Number=Plur",
249
+ "PRON__Case=Acc|Number=Sing",
250
+ "PRON__Case=Dat|Gender=Fem|Number=Sing",
251
+ "PRON__Case=Dat|Gender=Masc|Number=Dual",
252
+ "PRON__Case=Dat|Gender=Masc|Number=Plur",
253
+ "PRON__Case=Dat|Gender=Masc|Number=Sing",
254
+ "PRON__Case=Dat|Number=Dual",
255
+ "PRON__Case=Dat|Number=Plur",
256
+ "PRON__Case=Dat|Number=Sing",
257
+ "PRON__Case=Gen|Gender=Fem|Number=Dual",
258
+ "PRON__Case=Gen|Gender=Fem|Number=Plur",
259
+ "PRON__Case=Gen|Gender=Fem|Number=Sing",
260
+ "PRON__Case=Gen|Gender=Masc|Number=Plur",
261
+ "PRON__Case=Gen|Gender=Masc|Number=Sing",
262
+ "PRON__Case=Gen|Gender=Neut|Number=Plur",
263
+ "PRON__Case=Gen|Gender=Neut|Number=Sing",
264
+ "PRON__Case=Gen|Number=Dual",
265
+ "PRON__Case=Gen|Number=Plur",
266
+ "PRON__Case=Gen|Number=Sing",
267
+ "PRON__Case=Ins|Gender=Fem|Number=Dual",
268
+ "PRON__Case=Ins|Gender=Fem|Number=Plur",
269
+ "PRON__Case=Ins|Gender=Fem|Number=Sing",
270
+ "PRON__Case=Ins|Gender=Masc|Number=Plur",
271
+ "PRON__Case=Ins|Gender=Masc|Number=Sing",
272
+ "PRON__Case=Ins|Gender=Neut|Number=Dual",
273
+ "PRON__Case=Ins|Gender=Neut|Number=Plur",
274
+ "PRON__Case=Ins|Gender=Neut|Number=Sing",
275
+ "PRON__Case=Ins|Number=Dual",
276
+ "PRON__Case=Ins|Number=Sing",
277
+ "PRON__Case=Loc|Gender=Fem|Number=Dual",
278
+ "PRON__Case=Loc|Gender=Fem|Number=Plur",
279
+ "PRON__Case=Loc|Gender=Fem|Number=Sing",
280
+ "PRON__Case=Loc|Gender=Masc|Number=Plur",
281
+ "PRON__Case=Loc|Gender=Masc|Number=Sing",
282
+ "PRON__Case=Loc|Gender=Neut|Number=Plur",
283
+ "PRON__Case=Loc|Gender=Neut|Number=Sing",
284
+ "PRON__Case=Loc|Number=Plur",
285
+ "PRON__Case=Loc|Number=Sing",
286
+ "PRON__Case=Nom|Gender=Fem|Number=Dual",
287
+ "PRON__Case=Nom|Gender=Fem|Number=Plur",
288
+ "PRON__Case=Nom|Gender=Fem|Number=Sing",
289
+ "PRON__Case=Nom|Gender=Masc|Number=Dual",
290
+ "PRON__Case=Nom|Gender=Masc|Number=Plur",
291
+ "PRON__Case=Nom|Gender=Masc|Number=Sing",
292
+ "PRON__Case=Nom|Gender=Neut|Number=Dual",
293
+ "PRON__Case=Nom|Gender=Neut|Number=Plur",
294
+ "PRON__Case=Nom|Gender=Neut|Number=Sing",
295
+ "PRON__Case=Nom|Number=Dual",
296
+ "PRON__Case=Nom|Number=Plur",
297
+ "PRON__Case=Nom|Number=Sing",
298
+ "PRON__Case=Voc|Gender=Fem|Number=Sing",
299
+ "SCONJ",
300
+ "VERB__Case=Abl|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
301
+ "VERB__Case=Abl|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
302
+ "VERB__Case=Abl|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
303
+ "VERB__Case=Acc|Gender=Fem|Number=Dual|Tense=Past|VerbForm=Part",
304
+ "VERB__Case=Acc|Gender=Fem|Number=Dual|Tense=Pres|VerbForm=Part",
305
+ "VERB__Case=Acc|Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
306
+ "VERB__Case=Acc|Gender=Fem|Number=Plur|Tense=Pres|VerbForm=Part",
307
+ "VERB__Case=Acc|Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
308
+ "VERB__Case=Acc|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part",
309
+ "VERB__Case=Acc|Gender=Masc|Number=Dual|Tense=Pres|VerbForm=Part",
310
+ "VERB__Case=Acc|Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
311
+ "VERB__Case=Acc|Gender=Masc|Number=Plur|Tense=Pres|VerbForm=Part",
312
+ "VERB__Case=Acc|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
313
+ "VERB__Case=Acc|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
314
+ "VERB__Case=Acc|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
315
+ "VERB__Case=Acc|Gender=Masc|Number=Sing|VerbForm=Gdv",
316
+ "VERB__Case=Acc|Gender=Neut|Number=Dual|Tense=Past|VerbForm=Part",
317
+ "VERB__Case=Acc|Gender=Neut|Number=Plur|Tense=Past|VerbForm=Part",
318
+ "VERB__Case=Acc|Gender=Neut|Number=Plur|Tense=Pres|VerbForm=Part",
319
+ "VERB__Case=Acc|Gender=Neut|Number=Sing|Tense=Fut|VerbForm=Part",
320
+ "VERB__Case=Acc|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
321
+ "VERB__Case=Acc|Gender=Neut|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
322
+ "VERB__Case=Acc|Gender=Neut|Number=Sing|VerbForm=Gdv",
323
+ "VERB__Case=Dat|Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
324
+ "VERB__Case=Dat|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
325
+ "VERB__Case=Dat|Gender=Masc|Number=Dual|Tense=Pres|VerbForm=Part|Voice=Pass",
326
+ "VERB__Case=Dat|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
327
+ "VERB__Case=Dat|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
328
+ "VERB__Case=Dat|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
329
+ "VERB__Case=Dat|Gender=Neut|Number=Dual|Tense=Pres|VerbForm=Part|Voice=Pass",
330
+ "VERB__Case=Gen|Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
331
+ "VERB__Case=Gen|Gender=Masc|Number=Plur|Tense=Pres|VerbForm=Part",
332
+ "VERB__Case=Gen|Gender=Masc|Number=Sing|Tense=Fut|VerbForm=Part",
333
+ "VERB__Case=Gen|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
334
+ "VERB__Case=Gen|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
335
+ "VERB__Case=Gen|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
336
+ "VERB__Case=Gen|Gender=Neut|Number=Sing|Tense=Pres|VerbForm=Part",
337
+ "VERB__Case=Gen|Gender=Neut|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
338
+ "VERB__Case=Ins|Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
339
+ "VERB__Case=Ins|Gender=Masc|Number=Plur|Tense=Pres|VerbForm=Part",
340
+ "VERB__Case=Ins|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
341
+ "VERB__Case=Ins|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
342
+ "VERB__Case=Ins|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
343
+ "VERB__Case=Ins|Gender=Neut|Number=Sing|Tense=Pres|VerbForm=Part",
344
+ "VERB__Case=Loc|Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
345
+ "VERB__Case=Loc|Gender=Fem|Number=Plur|Tense=Pres|VerbForm=Part",
346
+ "VERB__Case=Loc|Gender=Fem|Number=Plur|Tense=Pres|VerbForm=Part|Voice=Pass",
347
+ "VERB__Case=Loc|Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
348
+ "VERB__Case=Loc|Gender=Fem|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Pass",
349
+ "VERB__Case=Loc|Gender=Masc|Number=Dual|Tense=Past|VerbForm=Part",
350
+ "VERB__Case=Loc|Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
351
+ "VERB__Case=Loc|Gender=Masc|Number=Sing|Tense=Fut|VerbForm=Part",
352
+ "VERB__Case=Loc|Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
353
+ "VERB__Case=Loc|Gender=Masc|Number=Sing|Tense=Pres|VerbForm=Part",
354
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+ ],
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+ "neg_prefix":"!",
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+ "overwrite":false
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+ }
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