Update spaCy pipeline

README.md

@@ -1,8 +1,7 @@
 ---
 tags:
 - spacy
-- latin
-- latincy
+- token-classification
 language:
 - la
 license: mit
@@ -15,69 +14,68 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.8527886881
+      value: 0.8012451362
     - name: NER Recall
       type: recall
-      value: 0.8824581369
+      value: 0.8369370834
     - name: NER F Score
       type: f_score
-      value: 0.8673697667
+      value: 0.8187022901
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9373187487
+      value: 0.9353556214
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9697164097
+      value: 0.9688062086
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9230369279
+      value: 0.9186576217
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9441335261
+      value: 0.942144472
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.8265381764
+      value: 0.8182381825
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.7683045002
+      value: 0.7565245883
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.9305901462
-library_name: spacy
+      value: 0.9304614039
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `la_core_web_md` |
 | **Version** | `3.5.2` |
-| **spaCy** | `>=3.5.0,<3.6.0` |
+| **spaCy** | `>=3.5.2,<3.6.0` |
 | **Default Pipeline** | `normer`, `tok2vec`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lemma_fixer`, `ner` |
 | **Components** | `senter`, `normer`, `tok2vec`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lemma_fixer`, `ner` |
 | **Vectors** | -1 keys, 50000 unique vectors (300 dimensions) |
@@ -89,11 +87,11 @@ library_name: spacy
 
 <details>
 
-<summary>View label scheme (688 labels for 4 components)</summary>
+<summary>View label scheme (687 labels for 4 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`tagger`** | `ADJ`, `ADP`, `ADP_particle`, `DET`, `INTJ`, `NOUN`, `X`, `_`, `adjective`, `adjective_adjective`, `adjective_particle`, `adverb`, `adverb_adverb`, `adverb_particle`, `conjunction`, `conjunction_conjunction`, `conjunction_particle`, `conjuntion`, `interjection`, `noun`, `noun_particle`, `number`, `particle`, `preposition`, `pronoun`, `pronoun_particle`, `pronoun_pronoun`, `proper_noun`, `proper_noun_particle`, `punc`, `punctuation`, `unknown`, `verb`, `verb_particle` |
+| **`tagger`** | `ADJ`, `ADP`, `ADP_particle`, `DET`, `INTJ`, `NOUN`, `X`, `_`, `adjective`, `adjective_adjective`, `adjective_particle`, `adverb`, `adverb_adverb`, `adverb_particle`, `conjunction`, `conjunction_conjunction`, `conjunction_particle`, `conjuntion`, `interjection`, `noun`, `noun_particle`, `number`, `particle`, `preposition`, `pronoun`, `pronoun_particle`, `pronoun_pronoun`, `proper_noun`, `proper_noun_particle`, `punc`, `unknown`, `verb`, `verb_particle` |
 | **`morphologizer`** | `POS=ADV`, `POS=CCONJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=AUX`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PUNCT`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `POS=SCONJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PART`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=VERB\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Abl\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=ADJ`, `_`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON`, `POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `POS=VERB`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Loc\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET`, `POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET`, `POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Dat\|POS=PRON`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Nom\|Number=Plur\|POS=PRON`, `Case=Abl\|Number=Plur\|POS=PRON`, `POS=DET`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Loc\|Number=Sing\|POS=DET`, `Case=Loc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Loc\|Number=Sing\|POS=NOUN`, `Case=Abl\|Number=Plur\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Acc\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `POS=PROPN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Number=Sing\|POS=PRON`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Dat\|Number=Sing\|POS=PRON`, `Case=Acc\|Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `POS=INTJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=PRON`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Gen\|POS=PRON`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Gender=Masc\|POS=DET`, `Case=Abl\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `POS=X`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|Voice=Pass`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|Voice=Act`, `Gender=Neut\|POS=PRON`, `Gender=Fem\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Abl\|Number=Plur\|POS=ADJ`, `Case=Gen\|Number=Sing\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Loc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|Voice=Act`, `POS=PRON`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pqp\|Voice=Act`, `Case=Gen\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Masc\|POS=DET`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pqp\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `POS=VERB\|Tense=Pres\|Voice=Pass`, `POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|POS=VERB`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `POS=VERB\|Tense=Past\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|POS=VERB`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Masc\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Voice=Act`, `Case=Nom\|Gender=Masc\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|POS=VERB\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Acc\|Number=Sing\|POS=VERB`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=VERB`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Dat\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Mood=Sub\|POS=VERB`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Sing\|POS=NOUN`, `Case=Acc\|POS=VERB`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Dat\|Number=Sing\|POS=DET`, `Case=Nom\|POS=VERB`, `Case=Abl\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB`, `POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Dat\|Number=Plur\|POS=DET`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Gen\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|POS=VERB`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|Voice=Pass`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Gen\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pqp\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|Voice=Pass`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|Voice=Pass`, `Case=Acc\|Number=Sing\|POS=PROPN`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pqp\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Pass`, `Case=Abl\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=VERB`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres`, `Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Fem\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=CCONJ`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=CCONJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PART`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=CCONJ`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Number=Sing\|POS=VERB\|Voice=Pass`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=CCONJ`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=CCONJ`, `Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=CCONJ`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=CCONJ`, `Case=Nom\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Abl\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Voc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=CCONJ`, `Case=Abl\|Gender=Neut\|POS=VERB\|Voice=Pass`, `Number=Plur\|POS=VERB\|Voice=Pass`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|POS=VERB\|Voice=Pass`, `Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass` |
 | **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advcl:abs`, `advcl:cmp`, `advcl:pred`, `advcl:relcl`, `advmod`, `advmod:emph`, `advmod:lmod`, `advmod:neg`, `advmod:tmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `ccomp:relcl`, `ccomp:reported`, `compound`, `conj`, `conj:expl`, `cop`, `csubj`, `csubj:pass`, `csubj:relcl`, `dep`, `det`, `discourse`, `dislocated`, `dislocated:obj`, `expl:pass`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:arg`, `orphan`, `parataxis`, `punct`, `reparandum`, `vocative`, `xcomp` |
 | **`ner`** | `LOC`, `NORP`, `PERSON` |
@@ -104,22 +102,22 @@ library_name: spacy
 
 | Type | Score |
 | --- | --- |
-| `ENTS_F` | 81.05 |
-| `ENTS_P` | 78.89 |
-| `ENTS_R` | 83.34 |
-| `NER_LOSS` | 4177.38 |
-| `NER_TOK2VEC_LOSS` | 332.42 |
-| `SENTS_F` | 93.06 |
-| `SENTS_P` | 91.91 |
-| `SENTS_R` | 94.23 |
-| `TAG_ACC` | 93.73 |
-| `POS_ACC` | 96.97 |
-| `MORPH_ACC` | 92.30 |
-| `LEMMA_ACC` | 94.41 |
-| `DEP_UAS` | 82.65 |
-| `DEP_LAS` | 76.83 |
-| `TOK2VEC_LOSS` | 11161890.85 |
-| `TAGGER_LOSS` | 765733.95 |
-| `MORPHOLOGIZER_LOSS` | 1784267.29 |
-| `TRAINABLE_LEMMATIZER_LOSS` | 626319.45 |
-| `PARSER_LOSS` | 6283624.37 |
+| `ENTS_F` | 81.87 |
+| `ENTS_P` | 80.12 |
+| `ENTS_R` | 83.69 |
+| `NER_LOSS` | 3805.89 |
+| `NER_TOK2VEC_LOSS` | 309.90 |
+| `SENTS_F` | 93.05 |
+| `SENTS_P` | 92.78 |
+| `SENTS_R` | 93.31 |
+| `TAG_ACC` | 93.54 |
+| `POS_ACC` | 96.88 |
+| `MORPH_ACC` | 91.87 |
+| `LEMMA_ACC` | 94.21 |
+| `DEP_UAS` | 81.82 |
+| `DEP_LAS` | 75.65 |
+| `TOK2VEC_LOSS` | 8357292.31 |
+| `TAGGER_LOSS` | 938025.48 |
+| `MORPHOLOGIZER_LOSS` | 2006703.25 |
+| `TRAINABLE_LEMMATIZER_LOSS` | 763343.02 |
+| `PARSER_LOSS` | 6640926.19 |

config.cfg

@@ -1,7 +1,7 @@
 [paths]
 train = null
 dev = null
-vectors = "training/md/model-best"
+vectors = "training/model-best"
 init_tok2vec = null
 
 [system]
@@ -63,7 +63,7 @@ nO = null
 width = 96
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
 rows = [5000,1000,2500,2500]
-include_static_vectors = false
+include_static_vectors = true
 
 [components.ner.model.tok2vec.encode]
 @architectures = "spacy.MaxoutWindowEncoder.v2"
@@ -263,7 +263,7 @@ vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 vocab_data = null
 lookups = null
-before_init = null
+before_init = {"@callbacks":"customize_tokenizer"}
 after_init = null
 
 [initialize.components]

la_core_web_md-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4b032052c1807a4c50f6c7cea6e3c5720458510b9748652ad04adb72e529f917
-size 71695994
+oid sha256:0ce1ca1e6e7828c202e77904c4515f4a9de7b1b5b8628634225d9f6262e4d005
+size 71887798

meta.json

@@ -13,7 +13,7 @@
     "width":300,
     "vectors":50000,
     "keys":-1,
-    "name":"la_core_web_md.vectors"
+    "name":"la_vectors_floret_md.vectors"
   },
   "labels":{
     "tok2vec":[
@@ -50,7 +50,6 @@
       "proper_noun",
       "proper_noun_particle",
       "punc",
-      "punctuation",
       "unknown",
       "verb",
       "verb_particle"
@@ -741,19 +740,19 @@
     "senter"
   ],
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ner/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f9f35274b13e1e38d9f1979340b064f68cef79620a25851573dc115d7187a08e
-size 6138585
+oid sha256:c0286f533eb5b3934c6b349b87cac877d38f8095e6e30015e90801177de0e69e
+size 6364912

parser/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c0d04e8a43b3684a30e4271a3a09da69a052647f0e6aaf4ec4cd482750e64c78
+oid sha256:2bb9dffa5df5e42a03d7203878b3e671b91eef170bfdec4b144b51311a9d25ee
 size 1770265

tagger/cfg

@@ -30,7 +30,6 @@
     "proper_noun",
     "proper_noun_particle",
     "punc",
-    "punctuation",
     "unknown",
     "verb",
     "verb_particle"

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ba6b968f559c6e900687dc9083d1017f5a4c0fde4f7d7f427f7d2d38e7187620
+oid sha256:a0529ca1f1ce6498bb083a433c3343f469659a0a97994622906e9995dc2633f7
 size 6811419

tokenizer

@@ -1,3 +1,3 @@
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