Update spaCy pipeline

.gitattributes

@@ -33,3 +33,10 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+base_transformer/model filter=lfs diff=lfs merge=lfs -text
+it_trf_ner_wikiner_nrp-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+morphologizer/model filter=lfs diff=lfs merge=lfs -text
+ner_transformer/model filter=lfs diff=lfs merge=lfs -text
+parser/model filter=lfs diff=lfs merge=lfs -text
+tagger/model filter=lfs diff=lfs merge=lfs -text
+trainable_lemmatizer/model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,119 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- it
+model-index:
+- name: it_trf_ner_wikiner_nrp
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.9930795848
+    - name: NER Recall
+      type: recall
+      value: 0.9930795848
+    - name: NER F Score
+      type: f_score
+      value: 0.9930795848
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.0
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.0
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.0
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.0
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.0
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.0
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.0
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `it_trf_ner_wikiner_nrp` |
+| **Version** | `0.0.0` |
+| **spaCy** | `>=3.8.3,<3.9.0` |
+| **Default Pipeline** | `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer`, `ner_transformer`, `ner` |
+| **Components** | `base_transformer`, `morphologizer`, `tagger`, `parser`, `trainable_lemmatizer`, `ner_transformer`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (793 labels for 4 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`morphologizer`** | `POS=PROPN`, `POS=PUNCT`, `Gender=Masc\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=AUX\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=ADP`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=VERB\|VerbForm=Inf`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Sing\|POS=ADJ`, `POS=CCONJ`, `NumType=Card\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Clitic=Yes\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Definite=Def\|Number=Sing\|POS=ADP\|PronType=Art`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=ADV`, `POS=NOUN`, `Number=Sing\|POS=NOUN`, `POS=VERB\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `POS=INTJ`, `Clitic=Yes\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=NOUN`, `POS=SCONJ`, `Number=Sing\|POS=DET\|PronType=Ind`, `POS=ADV\|PronType=Neg`, `Clitic=Yes\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `POS=ADJ`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Clitic=Yes\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Clitic=Yes\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Degree=Abs\|POS=ADV`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=DET\|PronType=Exc`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Int`, `POS=PRON\|PronType=Int`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Number=Sing\|POS=ADP`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Foreign=Yes\|POS=X`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part`, `POS=INTJ\|Polarity=Neg`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Rel`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Clitic=Yes\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Ger`, `POS=INTJ\|Polarity=Pos`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `POS=DET\|PronType=Int`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Prs`, `Degree=Abs\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Clitic=Yes\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Degree=Abs\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Clitic=Yes\|POS=AUX\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=ADJ`, `NumType=Ord\|POS=ADJ`, `POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Clitic=Yes\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|POS=VERB\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Clitic=Yes\|Number=Plur\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Definite=Def\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `POS=SYM`, `Clitic=Yes\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Degree=Abs\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Number=Sing\|POS=PRON\|PronType=Dem`, `POS=AUX\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|VerbForm=Inf`, `POS=PRON\|PronType=Ind`, `Clitic=Yes\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `POS=X`, `Gender=Masc\|POS=ADJ`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `POS=PART`, `Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Int`, `Clitic=Yes\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=DET\|PronType=Rel`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Clitic=Yes\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Ger`, `Clitic=Yes\|Number=Sing\|POS=AUX\|Person=1\|PronType=Prs\|VerbForm=Ger`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,2\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `NumType=Range\|POS=NUM`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `Clitic=Yes\|POS=ADV\|PronType=Prs`, `Clitic=Yes\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|POS=PRON\|PronType=Rel`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Sing\|POS=AUX\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Ger`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Clitic=Yes\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Definite=Ind\|POS=DET\|PronType=Art`, `Clitic=Yes\|Gender=Fem,Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Definite=Def\|Number=Plur\|POS=ADP\|PronType=Art`, `POS=DET\|PronType=Ind`, `Number=Plur\|POS=DET\|PronType=Dem`, `Number=Plur\|POS=DET\|PronType=Tot`, `Clitic=Yes\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Clitic=Yes\|Gender=Fem,Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Clitic=Yes\|Number=Plur\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Number=Plur\|POS=ADP`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=ADV\|Person=3\|PronType=Prs`, `Clitic=Yes\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,2\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=ADV\|Person=3\|PronType=Prs`, `POS=DET\|PronType=Tot`, `POS=PRON\|PronType=Dem`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `NumType=Ord\|POS=NUM`, `Gender=Masc\|POS=DET\|PronType=Dem`, `Clitic=Yes\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=NOUN\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Number=Plur\|POS=PRON\|PronType=Int`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Clitic=Yes\|Number=Plur\|POS=PRON\|PronType=Prs`, `Foreign=Yes\|Number=Sing\|POS=X`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `POS=SCONJ\|PronType=Rel`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Rel`, `Clitic=Yes\|Number=Plur\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Ger`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Clitic=Yes\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Fem\|POS=ADJ`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=ADJ\|Poss=Yes\|PronType=Prs`, `Foreign=Yes\|POS=NOUN`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET`, `Number=Sing\|POS=X`, `Foreign=Yes\|Gender=Masc\|POS=X`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Prs`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|POS=DET`, `Definite=Def\|POS=DET`, `Foreign=Yes\|POS=PROPN`, `NumType=Card\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=ADV`, `Gender=Masc\|Number=Plur\|POS=NOUN\|Tense=Past\|VerbForm=Part`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2`, `Clitic=Yes\|Number=Plur\|POS=AUX\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=DET`, `Clitic=Yes\|Gender=Fem\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=DET`, `Gender=Masc\|Number=Sing\|POS=PRON`, `POS=DET` |
+| **`tagger`** | `A`, `AP__Gender=Fem\|Number=Plur\|Poss=Yes\|PronType=Prs`, `AP__Gender=Fem\|Number=Sing\|Poss=Yes\|PronType=Prs`, `AP__Gender=Masc\|Number=Plur\|Poss=Yes\|PronType=Prs`, `AP__Gender=Masc\|Number=Sing\|Poss=Yes\|PronType=Prs`, `AP__Gender=Masc\|Poss=Yes\|PronType=Prs`, `AP__Number=Sing\|Poss=Yes\|PronType=Prs`, `AP__Poss=Yes\|PronType=Prs`, `A__Degree=Abs\|Gender=Fem\|Number=Plur`, `A__Degree=Abs\|Gender=Fem\|Number=Sing`, `A__Degree=Abs\|Gender=Masc\|Number=Plur`, `A__Degree=Abs\|Gender=Masc\|Number=Sing`, `A__Degree=Cmp`, `A__Degree=Cmp\|Number=Plur`, `A__Degree=Cmp\|Number=Sing`, `A__Gender=Fem`, `A__Gender=Fem\|Number=Plur`, `A__Gender=Fem\|Number=Plur\|Tense=Past\|VerbForm=Part`, `A__Gender=Fem\|Number=Sing`, `A__Gender=Fem\|Number=Sing\|Poss=Yes\|PronType=Prs`, `A__Gender=Masc`, `A__Gender=Masc\|Number=Plur`, `A__Gender=Masc\|Number=Sing`, `A__Number=Plur`, `A__Number=Sing`, `B`, `BN__PronType=Neg`, `B_PC__Clitic=Yes\|Gender=Fem\|Number=Plur\|Person=3\|PronType=Prs`, `B_PC__Clitic=Yes\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `B_PC__Clitic=Yes\|PronType=Prs`, `B__Degree=Abs`, `B__Degree=Abs\|Gender=Masc\|Number=Sing`, `CC`, `CS`, `CS__PronType=Rel`, `DD__Gender=Fem\|Number=Plur\|PronType=Dem`, `DD__Gender=Fem\|Number=Sing\|PronType=Dem`, `DD__Gender=Masc\|Number=Plur\|PronType=Dem`, `DD__Gender=Masc\|Number=Sing\|PronType=Dem`, `DD__Gender=Masc\|PronType=Dem`, `DD__Number=Plur\|PronType=Dem`, `DD__Number=Sing\|PronType=Dem`, `DE__PronType=Exc`, `DI__Definite=Def\|Gender=Fem\|Number=Plur\|PronType=Art`, `DI__Gender=Fem\|Number=Plur`, `DI__Gender=Fem\|Number=Plur\|PronType=Ind`, `DI__Gender=Fem\|Number=Sing\|PronType=Ind`, `DI__Gender=Masc\|Number=Plur`, `DI__Gender=Masc\|Number=Plur\|PronType=Ind`, `DI__Gender=Masc\|Number=Sing\|PronType=Ind`, `DI__Number=Sing\|PronType=Art`, `DI__Number=Sing\|PronType=Ind`, `DI__PronType=Ind`, `DQ`, `DQ__Gender=Fem\|Number=Plur\|PronType=Int`, `DQ__Gender=Fem\|Number=Sing\|PronType=Int`, `DQ__Gender=Masc\|Number=Plur\|PronType=Int`, `DQ__Gender=Masc\|Number=Sing\|PronType=Int`, `DQ__Number=Plur\|PronType=Int`, `DQ__Number=Sing\|PronType=Int`, `DQ__PronType=Int`, `DR__Number=Plur\|PronType=Rel`, `DR__PronType=Rel`, `E`, `E_RD__Definite=Def\|Gender=Fem\|Number=Plur\|PronType=Art`, `E_RD__Definite=Def\|Gender=Fem\|Number=Sing\|PronType=Art`, `E_RD__Definite=Def\|Gender=Masc\|Number=Plur\|PronType=Art`, `E_RD__Definite=Def\|Gender=Masc\|Number=Sing\|PronType=Art`, `E_RD__Definite=Def\|Number=Plur\|PronType=Art`, `E_RD__Definite=Def\|Number=Sing\|PronType=Art`, `E__Gender=Masc\|Number=Sing`, `E__Number=Plur`, `E__Number=Sing`, `FB`, `FC`, `FF`, `FS`, `I`, `I__Polarity=Neg`, `I__Polarity=Pos`, `NO`, `NO__Gender=Fem\|Number=Plur\|NumType=Ord`, `NO__Gender=Fem\|Number=Sing\|NumType=Ord`, `NO__Gender=Masc\|Number=Plur`, `NO__Gender=Masc\|Number=Plur\|NumType=Ord`, `NO__Gender=Masc\|Number=Sing\|NumType=Ord`, `NO__NumType=Ord`, `NO__Number=Sing\|NumType=Ord`, `N__Gender=Masc\|Number=Sing`, `N__NumType=Card`, `N__NumType=Ord`, `N__NumType=Range`, `PART`, `PC_PC__Clitic=Yes\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `PC_PC__Clitic=Yes\|Gender=Masc\|Number=Plur\|Person=3\|PronType=Prs`, `PC_PC__Clitic=Yes\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PC_PC__Clitic=Yes\|Person=3\|PronType=Prs`, `PC__Clitic=Yes\|Gender=Fem\|Number=Plur\|Person=3\|PronType=Prs`, `PC__Clitic=Yes\|Gender=Fem\|Number=Plur\|PronType=Prs`, `PC__Clitic=Yes\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `PC__Clitic=Yes\|Gender=Masc\|Number=Plur\|Person=3\|PronType=Prs`, `PC__Clitic=Yes\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PC__Clitic=Yes\|Gender=Masc\|Number=Sing\|PronType=Prs`, `PC__Clitic=Yes\|Number=Plur\|Person=1\|PronType=Prs`, `PC__Clitic=Yes\|Number=Plur\|Person=2\|PronType=Prs`, `PC__Clitic=Yes\|Number=Plur\|Person=3\|PronType=Prs`, `PC__Clitic=Yes\|Number=Plur\|PronType=Prs`, `PC__Clitic=Yes\|Number=Sing\|Person=1\|PronType=Prs`, `PC__Clitic=Yes\|Number=Sing\|Person=2\|PronType=Prs`, `PC__Clitic=Yes\|Number=Sing\|Person=3\|PronType=Prs`, `PC__Clitic=Yes\|Person=3\|PronType=Prs`, `PC__Clitic=Yes\|PronType=Prs`, `PD__Gender=Fem\|Number=Plur\|PronType=Dem`, `PD__Gender=Fem\|Number=Sing\|PronType=Dem`, `PD__Gender=Masc\|Number=Plur\|PronType=Dem`, `PD__Gender=Masc\|Number=Sing\|PronType=Dem`, `PD__Number=Plur\|PronType=Dem`, `PD__Number=Sing\|PronType=Dem`, `PD__PronType=Dem`, `PE__Gender=Fem\|Number=Plur\|Person=3\|PronType=Prs`, `PE__Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `PE__Gender=Masc\|Number=Plur\|Person=3\|PronType=Prs`, `PE__Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PE__Number=Plur\|Person=1\|PronType=Prs`, `PE__Number=Plur\|Person=2\|PronType=Prs`, `PE__Number=Plur\|Person=3\|PronType=Prs`, `PE__Number=Sing\|Person=1\|PronType=Prs`, `PE__Number=Sing\|Person=2\|PronType=Prs`, `PE__Number=Sing\|Person=3\|PronType=Prs`, `PE__Person=3\|PronType=Prs`, `PI__Gender=Fem\|Number=Plur\|PronType=Ind`, `PI__Gender=Fem\|Number=Sing\|PronType=Ind`, `PI__Gender=Masc\|Number=Plur\|PronType=Ind`, `PI__Gender=Masc\|Number=Sing`, `PI__Gender=Masc\|Number=Sing\|PronType=Ind`, `PI__Number=Plur\|PronType=Ind`, `PI__Number=Sing\|PronType=Ind`, `PI__PronType=Ind`, `PP__Gender=Fem\|Number=Sing\|Poss=Yes\|PronType=Prs`, `PP__Gender=Masc\|Number=Plur\|Poss=Yes\|PronType=Prs`, `PP__Gender=Masc\|Number=Sing\|Poss=Yes\|PronType=Prs`, `PP__Number=Plur\|Poss=Yes\|PronType=Prs`, `PQ__Gender=Fem\|Number=Plur\|PronType=Int`, `PQ__Gender=Fem\|Number=Sing\|PronType=Int`, `PQ__Gender=Masc\|Number=Plur\|PronType=Int`, `PQ__Gender=Masc\|Number=Plur\|PronType=Rel`, `PQ__Gender=Masc\|Number=Sing\|PronType=Int`, `PQ__Number=Plur\|PronType=Int`, `PQ__Number=Sing\|PronType=Int`, `PQ__PronType=Int`, `PR__Gender=Masc\|Number=Plur\|PronType=Rel`, `PR__Gender=Masc\|Number=Sing\|PronType=Rel`, `PR__Gender=Masc\|PronType=Rel`, `PR__Number=Plur\|PronType=Rel`, `PR__Number=Sing\|PronType=Rel`, `PR__Person=3\|PronType=Rel`, `PR__PronType=Rel`, `RD__Definite=Def`, `RD__Definite=Def\|Gender=Fem`, `RD__Definite=Def\|Gender=Fem\|Number=Plur\|PronType=Art`, `RD__Definite=Def\|Gender=Fem\|Number=Sing\|PronType=Art`, `RD__Definite=Def\|Gender=Masc\|Number=Plur\|PronType=Art`, `RD__Definite=Def\|Gender=Masc\|Number=Sing\|PronType=Art`, `RD__Definite=Def\|Number=Plur\|PronType=Art`, `RD__Definite=Def\|Number=Sing\|PronType=Art`, `RD__Definite=Def\|PronType=Art`, `RD__Gender=Fem\|Number=Sing`, `RD__Gender=Masc\|Number=Sing`, `RD__Number=Sing`, `RD__Number=Sing\|PronType=Art`, `RI__Definite=Ind\|Gender=Fem\|Number=Plur\|PronType=Art`, `RI__Definite=Ind\|Gender=Fem\|Number=Sing\|PronType=Art`, `RI__Definite=Ind\|Gender=Masc\|Number=Plur\|PronType=Art`, `RI__Definite=Ind\|Gender=Masc\|Number=Sing\|PronType=Art`, `RI__Definite=Ind\|Number=Sing\|PronType=Art`, `RI__Definite=Ind\|PronType=Art`, `S`, `SP`, `SP__Gender=Fem\|Number=Plur`, `SP__NumType=Card`, `SW`, `SW__Foreign=Yes`, `SW__Foreign=Yes\|Gender=Masc`, `SW__Foreign=Yes\|Number=Sing`, `SYM`, `S__Gender=Fem`, `S__Gender=Fem\|Number=Plur`, `S__Gender=Fem\|Number=Sing`, `S__Gender=Masc`, `S__Gender=Masc\|Number=Plur`, `S__Gender=Masc\|Number=Plur\|Tense=Past\|VerbForm=Part`, `S__Gender=Masc\|Number=Sing`, `S__Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `S__Number=Plur`, `S__Number=Sing`, `T__Gender=Fem\|Number=Plur\|PronType=Tot`, `T__Gender=Fem\|Number=Sing`, `T__Gender=Fem\|Number=Sing\|PronType=Tot`, `T__Gender=Masc\|Number=Plur\|PronType=Tot`, `T__Gender=Masc\|Number=Sing\|PronType=Tot`, `T__Number=Plur\|PronType=Tot`, `T__PronType=Tot`, `VA_PC__Clitic=Yes\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs\|VerbForm=Inf`, `VA_PC__Clitic=Yes\|Gender=Masc\|Number=Plur\|Person=3\|PronType=Prs\|VerbForm=Inf`, `VA_PC__Clitic=Yes\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs\|VerbForm=Inf`, `VA_PC__Clitic=Yes\|Number=Sing\|Person=1\|PronType=Prs\|VerbForm=Ger`, `VA_PC__Clitic=Yes\|Number=Sing\|Person=2\|PronType=Prs\|VerbForm=Inf`, `VA_PC__Clitic=Yes\|Person=3\|PronType=Prs\|VerbForm=Inf`, `VA_PC__Clitic=Yes\|PronType=Prs\|VerbForm=Inf`, `VA__Gender=Fem\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VA__Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VA__Gender=Masc\|Number=Plur\|Tense=Past\|VerbForm=Part`, `VA__Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VA__Mood=Cnd\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Cnd\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Cnd\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Cnd\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Imp\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=1\|Tense=Fut\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=1\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=2\|Tense=Fut\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=2\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=3\|Tense=Fut\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=3\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=3\|Tense=Past\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=1\|Tense=Fut\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=1\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=1\|Tense=Past\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=2\|Tense=Fut\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=3\|Tense=Fut\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=3\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=3\|Tense=Past\|VerbForm=Fin`, `VA__Mood=Ind\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Sub\|Number=Plur\|Person=1\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Sub\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Sub\|Number=Plur\|Person=3\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Sub\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VA__Mood=Sub\|Number=Sing\|Person=1\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Sub\|Number=Sing\|Person=3\|Tense=Imp\|VerbForm=Fin`, `VA__Mood=Sub\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VA__VerbForm=Ger`, `VA__VerbForm=Inf`, `VM_PC_PC__Clitic=Yes\|Person=3\|PronType=Prs\|VerbForm=Inf`, `VM_PC__Clitic=Yes\|Gender=Masc\|Number=Plur\|Person=3\|PronType=Prs\|VerbForm=Inf`, `VM_PC__Clitic=Yes\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs\|VerbForm=Inf`, `VM_PC__Clitic=Yes\|Number=Plur\|Person=1\|PronType=Prs\|VerbForm=Inf`, `VM_PC__Clitic=Yes\|Number=Sing\|Person=2\|PronType=Prs\|VerbForm=Inf`, `VM_PC__Clitic=Yes\|Person=3\|PronType=Prs\|VerbForm=Ger`, `VM_PC__Clitic=Yes\|Person=3\|PronType=Prs\|VerbForm=Inf`, `VM_PC__Clitic=Yes\|PronType=Prs\|VerbForm=Inf`, `VM__Gender=Fem\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VM__Gender=Masc\|Number=Sing\|Tense=Past\|VerbForm=Part`, `VM__Mood=Cnd\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Cnd\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Cnd\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Cnd\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Cnd\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Cnd\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Imp\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Imp\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=1\|Tense=Fut\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=1\|Tense=Imp\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=2\|Tense=Fut\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=3\|Tense=Fut\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=3\|Tense=Imp\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=3\|Tense=Past\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Sing\|Person=1\|Tense=Imp\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Sing\|Person=2\|Tense=Fut\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Sing\|Person=2\|Tense=Imp\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Sing\|Person=3\|Tense=Fut\|VerbForm=Fin`, `VM__Mood=Ind\|Number=Sing\|Person=3\|Tense=Imp\|VerbForm=Fin`, 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`V__Mood=Cnd\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Cnd\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Cnd\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Cnd\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Cnd\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Cnd\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Imp\|Number=Plur\|Person=2`, `V__Mood=Imp\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Imp\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Imp\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=1\|Tense=Fut\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=1\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=1\|Tense=Past\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=2\|Tense=Fut\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=3\|Tense=Fut\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=3\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=3\|Tense=Past\|VerbForm=Fin`, `V__Mood=Ind\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=1\|Tense=Fut\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=1\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=1\|Tense=Past\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=1\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=2\|Tense=Fut\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=3\|Tense=Fut\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=3\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=3\|Tense=Past\|VerbForm=Fin`, `V__Mood=Ind\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Ind\|Person=3\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Ind\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Sub\|Number=Plur\|Person=1\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Sub\|Number=Plur\|Person=1\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Sub\|Number=Plur\|Person=2\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Sub\|Number=Plur\|Person=2\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Sub\|Number=Plur\|Person=3\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Sub\|Number=Plur\|Person=3\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Sub\|Number=Sing\|Person=1\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Sub\|Number=Sing\|Person=2\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Sub\|Number=Sing\|Person=3\|Tense=Imp\|VerbForm=Fin`, `V__Mood=Sub\|Number=Sing\|Person=3\|Tense=Pres\|VerbForm=Fin`, `V__Mood=Sub\|Number=Sing\|Person=3\|VerbForm=Fin`, `V__Number=Plur\|Tense=Pres\|VerbForm=Part`, `V__Number=Sing\|Tense=Pres\|VerbForm=Part`, `V__Tense=Past\|VerbForm=Part`, `V__VerbForm=Ger`, `V__VerbForm=Inf`, `X`, `X__Foreign=Yes` |
+| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `det:poss`, `det:predet`, `discourse`, `expl`, `expl:impers`, `expl:pass`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `parataxis`, `punct`, `vocative`, `xcomp` |
+| **`ner`** | `LOC`, `ORG`, `PER` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `POS_ACC` | 0.00 |
+| `MORPH_ACC` | 0.00 |
+| `MORPH_PER_FEAT` | 0.00 |
+| `TAG_ACC` | 0.00 |
+| `DEP_UAS` | 0.00 |
+| `DEP_LAS` | 0.00 |
+| `DEP_LAS_PER_TYPE` | 0.00 |
+| `SENTS_P` | 0.00 |
+| `SENTS_R` | 0.00 |
+| `SENTS_F` | 0.00 |
+| `LEMMA_ACC` | 0.00 |
+| `ENTS_F` | 99.31 |
+| `ENTS_P` | 99.31 |
+| `ENTS_R` | 99.31 |
+| `NER_TRANSFORMER_LOSS` | 6618.61 |
+| `NER_LOSS` | 24519.51 |

base_transformer/cfg

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+{
+  "max_batch_items":4096
+}

base_transformer/model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0e504fda8f4e4c8291d5cfffe3abd234f7f6e4ee1174204adca39939589d738c
+size 443824413

config.cfg

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+[paths]
+train = "./data/training/it/reviewed_annotations-11-2024/train.spacy"
+dev = "./data/training/it/reviewed_annotations-11-2024/dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 17
+
+[nlp]
+lang = "it"
+pipeline = ["base_transformer","morphologizer","tagger","parser","trainable_lemmatizer","ner_transformer","ner"]
+batch_size = 512
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"customize_tokenizer"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.base_transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.base_transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "dbmdz/bert-base-italian-xxl-cased"
+mixed_precision = false
+
+[components.base_transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.base_transformer.model.grad_scaler_config]
+
+[components.base_transformer.model.tokenizer_config]
+use_fast = true
+
+[components.base_transformer.model.transformer_config]
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+label_smoothing = 0.0
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = false
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "ner_transformer"
+
+[components.ner_transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.ner_transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "dbmdz/bert-base-italian-xxl-cased"
+mixed_precision = false
+
+[components.ner_transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.ner_transformer.model.grad_scaler_config]
+
+[components.ner_transformer.model.tokenizer_config]
+use_fast = true
+
+[components.ner_transformer.model.transformer_config]
+
+[components.parser]
+factory = "parser"
+learn_tokens = false
+min_action_freq = 30
+moves = null
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.parser.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 128
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "base_transformer"
+
+[components.tagger]
+factory = "tagger"
+label_smoothing = 0.0
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.trainable_lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 1
+
+[components.trainable_lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.trainable_lemmatizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 4800
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = ["base_transformer","morphologizer","tagger","parser","trainable_lemmatizer"]
+annotating_components = ["base_transformer","morphologizer","tagger"]
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = false
+buffer = 256
+get_length = null
+
+[training.batcher.size]
+@schedules = "compounding.v1"
+start = 100
+stop = 1000
+compound = 1.001
+t = 0.0
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v3"
+progress_bar = "train"
+console_output = true
+output_file = null
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+pos_acc = 0.1
+morph_acc = 0.1
+morph_per_feat = null
+tag_acc = 0.2
+dep_uas = 0.1
+dep_las = 0.1
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.0
+lemma_acc = 0.2
+ents_f = 0.2
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

it_trf_ner_wikiner_nrp-any-py3-none-any.whl

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+oid sha256:9eb360741fde5a5a1a26c37d3d39dcb03a3e04e78f2b936b47ee61331699e17f
+size 828711206

meta.json

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+{
+  "lang":"it",
+  "name":"trf_ner_wikiner_nrp",
+  "version":"0.0.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_version":">=3.8.3,<3.9.0",
+  "spacy_git_version":"be0fa81",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "base_transformer":[
+
+    ],
+    "morphologizer":[
+      "POS=PROPN",
+      "POS=PUNCT",
+      "Gender=Masc|POS=NOUN",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=NOUN",
+      "Gender=Masc|Number=Sing|POS=ADJ",
+      "Gender=Masc|Number=Sing|POS=NOUN",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
+      "POS=AUX|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "POS=ADP",
+      "Gender=Fem|Number=Sing|POS=ADJ",
+      "POS=PRON|PronType=Rel",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=NOUN",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art",
+      "Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "POS=VERB|VerbForm=Inf",
+      "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Number=Sing|POS=ADJ",
+      "POS=CCONJ",
+      "NumType=Card|POS=NUM",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Plur|POS=NOUN",
+      "Clitic=Yes|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=ADJ",
+      "Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=ADJ",
+      "Definite=Def|Number=Sing|POS=ADP|PronType=Art",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ",
+      "POS=ADV",
+      "POS=NOUN",
+      "Number=Sing|POS=NOUN",
+      "POS=VERB|VerbForm=Ger",
+      "Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "POS=INTJ",
+      "Clitic=Yes|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|POS=NOUN",
+      "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Tot",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
+      "Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Number=Plur|POS=NOUN",
+      "POS=SCONJ",
+      "Number=Sing|POS=DET|PronType=Ind",
+      "POS=ADV|PronType=Neg",
+      "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
+      "POS=ADJ",
+      "Number=Sing|POS=PRON|PronType=Rel",
+      "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
+      "Number=Sing|POS=PRON|PronType=Ind",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part",
+      "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Clitic=Yes|POS=PRON|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Tot",
+      "Clitic=Yes|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Clitic=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Degree=Cmp|Number=Plur|POS=ADJ",
+      "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Degree=Cmp|Number=Sing|POS=ADJ",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
+      "Degree=Abs|POS=ADV",
+      "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "POS=DET|PronType=Exc",
+      "Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Number=Sing|POS=DET|PronType=Dem",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Number=Sing|POS=DET|PronType=Int",
+      "POS=PRON|PronType=Int",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
+      "Number=Sing|POS=ADP",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Foreign=Yes|POS=X",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
+      "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part",
+      "POS=INTJ|Polarity=Neg",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Number=Plur|POS=PRON|PronType=Rel",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
+      "Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger",
+      "POS=INTJ|Polarity=Pos",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Int",
+      "POS=DET|PronType=Int",
+      "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Int",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "POS=PRON|Person=3|PronType=Prs",
+      "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
+      "Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Clitic=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Clitic=Yes|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
+      "Clitic=Yes|POS=AUX|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Tot",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ",
+      "NumType=Ord|POS=ADJ",
+      "POS=DET|PronType=Rel",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Ger",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Number=Sing|POS=PRON|PronType=Int",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf",
+      "Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Definite=Def|POS=DET|PronType=Art",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "POS=SYM",
+      "Clitic=Yes|Mood=Imp|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ",
+      "Number=Sing|POS=PRON|PronType=Dem",
+      "POS=AUX|VerbForm=Ger",
+      "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf",
+      "POS=PRON|PronType=Ind",
+      "Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "POS=X",
+      "Gender=Masc|POS=ADJ",
+      "Clitic=Yes|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf",
+      "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin",
+      "POS=PART",
+      "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part",
+      "NumType=Ord|Number=Sing|POS=ADJ",
+      "Number=Plur|POS=DET|PronType=Int",
+      "Clitic=Yes|Mood=Sub|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Number=Plur|POS=DET|PronType=Rel",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger",
+      "Clitic=Yes|Number=Sing|POS=AUX|Person=1|PronType=Prs|VerbForm=Ger",
+      "Clitic=Yes|Gender=Masc|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Clitic=Yes|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Imp|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "NumType=Range|POS=NUM",
+      "Number=Plur|POS=PRON|PronType=Dem",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "POS=VERB|Tense=Past|VerbForm=Part",
+      "Clitic=Yes|POS=ADV|PronType=Prs",
+      "Clitic=Yes|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|POS=PRON|PronType=Rel",
+      "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Number=Sing|POS=AUX|Person=2|PronType=Prs|VerbForm=Inf",
+      "Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger",
+      "Mood=Imp|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Definite=Ind|POS=DET|PronType=Art",
+      "Clitic=Yes|Gender=Fem,Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Definite=Def|Number=Plur|POS=ADP|PronType=Art",
+      "POS=DET|PronType=Ind",
+      "Number=Plur|POS=DET|PronType=Dem",
+      "Number=Plur|POS=DET|PronType=Tot",
+      "Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
+      "Number=Plur|POS=PRON|PronType=Ind",
+      "Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Clitic=Yes|Number=Plur|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Number=Plur|POS=PRON|Poss=Yes|PronType=Prs",
+      "Number=Plur|POS=ADP",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs",
+      "Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=ADV|Person=3|PronType=Prs",
+      "POS=DET|PronType=Tot",
+      "POS=PRON|PronType=Dem",
+      "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "NumType=Ord|POS=NUM",
+      "Gender=Masc|POS=DET|PronType=Dem",
+      "Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Gender=Masc|Number=Sing|POS=NOUN|Tense=Past|VerbForm=Part",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Int",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Int",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Int",
+      "Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Int",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Int",
+      "Number=Plur|POS=PRON|PronType=Int",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
+      "Clitic=Yes|Number=Plur|POS=PRON|PronType=Prs",
+      "Foreign=Yes|Number=Sing|POS=X",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin",
+      "POS=SCONJ|PronType=Rel",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "POS=PRON|Person=3|PronType=Rel",
+      "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Degree=Cmp|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=ADP",
+      "Gender=Fem|POS=ADJ",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=PROPN",
+      "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Number=Sing|POS=DET|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs",
+      "Foreign=Yes|POS=NOUN",
+      "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET",
+      "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=DET",
+      "Number=Sing|POS=X",
+      "Foreign=Yes|Gender=Masc|POS=X",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|PronType=Prs",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin",
+      "Definite=Def|Gender=Fem|POS=DET",
+      "Definite=Def|POS=DET",
+      "Foreign=Yes|POS=PROPN",
+      "NumType=Card|POS=PROPN",
+      "Gender=Fem|Number=Sing|POS=DET",
+      "Degree=Abs|Gender=Masc|Number=Sing|POS=ADV",
+      "Gender=Masc|Number=Plur|POS=NOUN|Tense=Past|VerbForm=Part",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=2",
+      "Clitic=Yes|Number=Plur|POS=AUX|Person=1|PronType=Prs|VerbForm=Inf",
+      "Gender=Masc|Number=Sing|POS=DET",
+      "Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Number=Sing|POS=DET",
+      "Gender=Masc|Number=Sing|POS=PRON",
+      "POS=DET"
+    ],
+    "tagger":[
+      "A",
+      "AP__Gender=Fem|Number=Plur|Poss=Yes|PronType=Prs",
+      "AP__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+      "AP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs",
+      "AP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+      "AP__Gender=Masc|Poss=Yes|PronType=Prs",
+      "AP__Number=Sing|Poss=Yes|PronType=Prs",
+      "AP__Poss=Yes|PronType=Prs",
+      "A__Degree=Abs|Gender=Fem|Number=Plur",
+      "A__Degree=Abs|Gender=Fem|Number=Sing",
+      "A__Degree=Abs|Gender=Masc|Number=Plur",
+      "A__Degree=Abs|Gender=Masc|Number=Sing",
+      "A__Degree=Cmp",
+      "A__Degree=Cmp|Number=Plur",
+      "A__Degree=Cmp|Number=Sing",
+      "A__Gender=Fem",
+      "A__Gender=Fem|Number=Plur",
+      "A__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+      "A__Gender=Fem|Number=Sing",
+      "A__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+      "A__Gender=Masc",
+      "A__Gender=Masc|Number=Plur",
+      "A__Gender=Masc|Number=Sing",
+      "A__Number=Plur",
+      "A__Number=Sing",
+      "B",
+      "BN__PronType=Neg",
+      "B_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+      "B_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "B_PC__Clitic=Yes|PronType=Prs",
+      "B__Degree=Abs",
+      "B__Degree=Abs|Gender=Masc|Number=Sing",
+      "CC",
+      "CS",
+      "CS__PronType=Rel",
+      "DD__Gender=Fem|Number=Plur|PronType=Dem",
+      "DD__Gender=Fem|Number=Sing|PronType=Dem",
+      "DD__Gender=Masc|Number=Plur|PronType=Dem",
+      "DD__Gender=Masc|Number=Sing|PronType=Dem",
+      "DD__Gender=Masc|PronType=Dem",
+      "DD__Number=Plur|PronType=Dem",
+      "DD__Number=Sing|PronType=Dem",
+      "DE__PronType=Exc",
+      "DI__Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+      "DI__Gender=Fem|Number=Plur",
+      "DI__Gender=Fem|Number=Plur|PronType=Ind",
+      "DI__Gender=Fem|Number=Sing|PronType=Ind",
+      "DI__Gender=Masc|Number=Plur",
+      "DI__Gender=Masc|Number=Plur|PronType=Ind",
+      "DI__Gender=Masc|Number=Sing|PronType=Ind",
+      "DI__Number=Sing|PronType=Art",
+      "DI__Number=Sing|PronType=Ind",
+      "DI__PronType=Ind",
+      "DQ",
+      "DQ__Gender=Fem|Number=Plur|PronType=Int",
+      "DQ__Gender=Fem|Number=Sing|PronType=Int",
+      "DQ__Gender=Masc|Number=Plur|PronType=Int",
+      "DQ__Gender=Masc|Number=Sing|PronType=Int",
+      "DQ__Number=Plur|PronType=Int",
+      "DQ__Number=Sing|PronType=Int",
+      "DQ__PronType=Int",
+      "DR__Number=Plur|PronType=Rel",
+      "DR__PronType=Rel",
+      "E",
+      "E_RD__Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+      "E_RD__Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+      "E_RD__Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+      "E_RD__Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+      "E_RD__Definite=Def|Number=Plur|PronType=Art",
+      "E_RD__Definite=Def|Number=Sing|PronType=Art",
+      "E__Gender=Masc|Number=Sing",
+      "E__Number=Plur",
+      "E__Number=Sing",
+      "FB",
+      "FC",
+      "FF",
+      "FS",
+      "I",
+      "I__Polarity=Neg",
+      "I__Polarity=Pos",
+      "NO",
+      "NO__Gender=Fem|Number=Plur|NumType=Ord",
+      "NO__Gender=Fem|Number=Sing|NumType=Ord",
+      "NO__Gender=Masc|Number=Plur",
+      "NO__Gender=Masc|Number=Plur|NumType=Ord",
+      "NO__Gender=Masc|Number=Sing|NumType=Ord",
+      "NO__NumType=Ord",
+      "NO__Number=Sing|NumType=Ord",
+      "N__Gender=Masc|Number=Sing",
+      "N__NumType=Card",
+      "N__NumType=Ord",
+      "N__NumType=Range",
+      "PART",
+      "PC_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "PC_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+      "PC_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PC_PC__Clitic=Yes|Person=3|PronType=Prs",
+      "PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+      "PC__Clitic=Yes|Gender=Fem|Number=Plur|PronType=Prs",
+      "PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+      "PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PC__Clitic=Yes|Gender=Masc|Number=Sing|PronType=Prs",
+      "PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs",
+      "PC__Clitic=Yes|Number=Plur|Person=2|PronType=Prs",
+      "PC__Clitic=Yes|Number=Plur|Person=3|PronType=Prs",
+      "PC__Clitic=Yes|Number=Plur|PronType=Prs",
+      "PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs",
+      "PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs",
+      "PC__Clitic=Yes|Number=Sing|Person=3|PronType=Prs",
+      "PC__Clitic=Yes|Person=3|PronType=Prs",
+      "PC__Clitic=Yes|PronType=Prs",
+      "PD__Gender=Fem|Number=Plur|PronType=Dem",
+      "PD__Gender=Fem|Number=Sing|PronType=Dem",
+      "PD__Gender=Masc|Number=Plur|PronType=Dem",
+      "PD__Gender=Masc|Number=Sing|PronType=Dem",
+      "PD__Number=Plur|PronType=Dem",
+      "PD__Number=Sing|PronType=Dem",
+      "PD__PronType=Dem",
+      "PE__Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+      "PE__Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "PE__Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+      "PE__Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PE__Number=Plur|Person=1|PronType=Prs",
+      "PE__Number=Plur|Person=2|PronType=Prs",
+      "PE__Number=Plur|Person=3|PronType=Prs",
+      "PE__Number=Sing|Person=1|PronType=Prs",
+      "PE__Number=Sing|Person=2|PronType=Prs",
+      "PE__Number=Sing|Person=3|PronType=Prs",
+      "PE__Person=3|PronType=Prs",
+      "PI__Gender=Fem|Number=Plur|PronType=Ind",
+      "PI__Gender=Fem|Number=Sing|PronType=Ind",
+      "PI__Gender=Masc|Number=Plur|PronType=Ind",
+      "PI__Gender=Masc|Number=Sing",
+      "PI__Gender=Masc|Number=Sing|PronType=Ind",
+      "PI__Number=Plur|PronType=Ind",
+      "PI__Number=Sing|PronType=Ind",
+      "PI__PronType=Ind",
+      "PP__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+      "PP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs",
+      "PP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+      "PP__Number=Plur|Poss=Yes|PronType=Prs",
+      "PQ__Gender=Fem|Number=Plur|PronType=Int",
+      "PQ__Gender=Fem|Number=Sing|PronType=Int",
+      "PQ__Gender=Masc|Number=Plur|PronType=Int",
+      "PQ__Gender=Masc|Number=Plur|PronType=Rel",
+      "PQ__Gender=Masc|Number=Sing|PronType=Int",
+      "PQ__Number=Plur|PronType=Int",
+      "PQ__Number=Sing|PronType=Int",
+      "PQ__PronType=Int",
+      "PR__Gender=Masc|Number=Plur|PronType=Rel",
+      "PR__Gender=Masc|Number=Sing|PronType=Rel",
+      "PR__Gender=Masc|PronType=Rel",
+      "PR__Number=Plur|PronType=Rel",
+      "PR__Number=Sing|PronType=Rel",
+      "PR__Person=3|PronType=Rel",
+      "PR__PronType=Rel",
+      "RD__Definite=Def",
+      "RD__Definite=Def|Gender=Fem",
+      "RD__Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+      "RD__Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+      "RD__Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+      "RD__Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+      "RD__Definite=Def|Number=Plur|PronType=Art",
+      "RD__Definite=Def|Number=Sing|PronType=Art",
+      "RD__Definite=Def|PronType=Art",
+      "RD__Gender=Fem|Number=Sing",
+      "RD__Gender=Masc|Number=Sing",
+      "RD__Number=Sing",
+      "RD__Number=Sing|PronType=Art",
+      "RI__Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
+      "RI__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+      "RI__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
+      "RI__Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+      "RI__Definite=Ind|Number=Sing|PronType=Art",
+      "RI__Definite=Ind|PronType=Art",
+      "S",
+      "SP",
+      "SP__Gender=Fem|Number=Plur",
+      "SP__NumType=Card",
+      "SW",
+      "SW__Foreign=Yes",
+      "SW__Foreign=Yes|Gender=Masc",
+      "SW__Foreign=Yes|Number=Sing",
+      "SYM",
+      "S__Gender=Fem",
+      "S__Gender=Fem|Number=Plur",
+      "S__Gender=Fem|Number=Sing",
+      "S__Gender=Masc",
+      "S__Gender=Masc|Number=Plur",
+      "S__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+      "S__Gender=Masc|Number=Sing",
+      "S__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+      "S__Number=Plur",
+      "S__Number=Sing",
+      "T__Gender=Fem|Number=Plur|PronType=Tot",
+      "T__Gender=Fem|Number=Sing",
+      "T__Gender=Fem|Number=Sing|PronType=Tot",
+      "T__Gender=Masc|Number=Plur|PronType=Tot",
+      "T__Gender=Masc|Number=Sing|PronType=Tot",
+      "T__Number=Plur|PronType=Tot",
+      "T__PronType=Tot",
+      "VA_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+      "VA_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+      "VA_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+      "VA_PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Ger",
+      "VA_PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf",
+      "VA_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+      "VA_PC__Clitic=Yes|PronType=Prs|VerbForm=Inf",
+      "VA__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+      "VA__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+      "VA__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+      "VA__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+      "VA__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+      "VA__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VA__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+      "VA__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VA__VerbForm=Ger",
+      "VA__VerbForm=Inf",
+      "VM_PC_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+      "VM_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+      "VM_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+      "VM_PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf",
+      "VM_PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf",
+      "VM_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Ger",
+      "VM_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+      "VM_PC__Clitic=Yes|PronType=Prs|VerbForm=Inf",
+      "VM__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+      "VM__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+      "VM__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+      "VM__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+      "VM__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+      "VM__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "VM__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+      "VM__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "VM__VerbForm=Ger",
+      "VM__VerbForm=Inf",
+      "V_B__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+      "V_B__VerbForm=Ger",
+      "V_B__VerbForm=Inf",
+      "V_PC_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC_PC__Clitic=Yes|Gender=Masc|Number=Plur,Sing|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+      "V_PC_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC_PC__Clitic=Yes|Mood=Imp|Number=Plur,Sing|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC_PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Inf",
+      "V_PC_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "V_PC__Clitic=Yes|Gender=Fem,Masc|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "V_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "V_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Gender=Fem|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Gender=Masc|Number=Plur,Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "V_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "V_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "V_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Mood=Imp|Number=Plur,Sing|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Mood=Imp|Number=Plur|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Mood=Imp|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Mood=Imp|Number=Sing|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Mood=Ind|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Mood=Ind|Number=Sing|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Mood=Ind|Number=Sing|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Mood=Sub|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "V_PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Number=Plur|Person=2|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Number=Plur|Person=2|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Number=Plur|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+      "V_PC__Clitic=Yes|PronType=Prs|VerbForm=Ger",
+      "V_PC__Clitic=Yes|PronType=Prs|VerbForm=Inf",
+      "V__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Fin",
+      "V__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+      "V__Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+      "V__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Fin",
+      "V__Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+      "V__Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+      "V__Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Imp|Number=Plur|Person=2",
+      "V__Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Imp|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+      "V__Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+      "V__Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Ind|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Sub|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+      "V__Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+      "V__Mood=Sub|Number=Sing|Person=3|VerbForm=Fin",
+      "V__Number=Plur|Tense=Pres|VerbForm=Part",
+      "V__Number=Sing|Tense=Pres|VerbForm=Part",
+      "V__Tense=Past|VerbForm=Part",
+      "V__VerbForm=Ger",
+      "V__VerbForm=Inf",
+      "X",
+      "X__Foreign=Yes"
+    ],
+    "parser":[
+      "ROOT",
+      "acl",
+      "acl:relcl",
+      "advcl",
+      "advmod",
+      "amod",
+      "appos",
+      "aux",
+      "aux:pass",
+      "case",
+      "cc",
+      "ccomp",
+      "compound",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "det:poss",
+      "det:predet",
+      "discourse",
+      "expl",
+      "expl:impers",
+      "expl:pass",
+      "fixed",
+      "flat",
+      "flat:foreign",
+      "flat:name",
+      "iobj",
+      "mark",
+      "nmod",
+      "nsubj",
+      "nsubj:pass",
+      "nummod",
+      "obj",
+      "obl",
+      "obl:agent",
+      "parataxis",
+      "punct",
+      "vocative",
+      "xcomp"
+    ],
+    "ner_transformer":[
+
+    ],
+    "ner":[
+      "LOC",
+      "ORG",
+      "PER"
+    ]
+  },
+  "pipeline":[
+    "base_transformer",
+    "morphologizer",
+    "tagger",
+    "parser",
+    "trainable_lemmatizer",
+    "ner_transformer",
+    "ner"
+  ],
+  "components":[
+    "base_transformer",
+    "morphologizer",
+    "tagger",
+    "parser",
+    "trainable_lemmatizer",
+    "ner_transformer",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "pos_acc":0.0,
+    "morph_acc":0.0,
+    "morph_per_feat":0.0,
+    "tag_acc":0.0,
+    "dep_uas":0.0,
+    "dep_las":0.0,
+    "dep_las_per_type":0.0,
+    "sents_p":0.0,
+    "sents_r":0.0,
+    "sents_f":0.0,
+    "lemma_acc":0.0,
+    "ents_f":0.9930795848,
+    "ents_p":0.9930795848,
+    "ents_r":0.9930795848,
+    "ents_per_type":{
+      "ORG":{
+        "p":0.9761904762,
+        "r":0.9761904762,
+        "f":0.9761904762
+      },
+      "LOC":{
+        "p":1.0,
+        "r":0.9971509972,
+        "f":0.9985734665
+      },
+      "PER":{
+        "p":0.9901960784,
+        "r":1.0,
+        "f":0.9950738916
+      }
+    },
+    "ner_transformer_loss":66.1860909275,
+    "ner_loss":245.1951064997
+  },
+  "requirements":[
+    "spacy-transformers>=1.3.5,<1.4.0",
+    "spacy>=3.8.3,<3.9.0"
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,699 @@
+{
+  "extend":false,
+  "label_smoothing":0.0,
+  "labels_morph":{
+    "POS=PROPN":"",
+    "POS=PUNCT":"",
+    "Gender=Masc|POS=NOUN":"Gender=Masc",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=ADJ":"Gender=Masc|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "POS=ADP":"",
+    "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+    "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
+    "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+    "Number=Plur|POS=ADJ":"Number=Plur",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Definite=Def|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+    "Number=Sing|POS=ADJ":"Number=Sing",
+    "POS=CCONJ":"",
+    "NumType=Card|POS=NUM":"NumType=Card",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur",
+    "Clitic=Yes|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Person=3|PronType=Prs",
+    "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur",
+    "Definite=Def|Number=Sing|POS=ADP|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Sing",
+    "POS=ADV":"",
+    "POS=NOUN":"",
+    "Number=Sing|POS=NOUN":"Number=Sing",
+    "POS=VERB|VerbForm=Ger":"VerbForm=Ger",
+    "Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+    "POS=INTJ":"",
+    "Clitic=Yes|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Clitic=Yes|Number=Sing|Person=2|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|POS=NOUN":"Gender=Fem",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
+    "Number=Plur|POS=PRON|Person=3|PronType=Prs":"Number=Plur|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Number=Plur|POS=NOUN":"Number=Plur",
+    "POS=SCONJ":"",
+    "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind",
+    "POS=ADV|PronType=Neg":"PronType=Neg",
+    "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Inf":"Clitic=Yes|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
+    "POS=ADJ":"",
+    "Number=Sing|POS=PRON|PronType=Rel":"Number=Sing|PronType=Rel",
+    "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing",
+    "Number=Sing|POS=PRON|PronType=Ind":"Number=Sing|PronType=Ind",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Person=3|PronType=Prs|VerbForm=Ger",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "POS=DET|Poss=Yes|PronType=Prs":"Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+    "Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|POS=PRON|PronType=Prs":"Clitic=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Tot":"Gender=Masc|Number=Plur|PronType=Tot",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "Clitic=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Clitic=Yes|Number=Sing|Person=1|PronType=Prs",
+    "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "Number=Sing|POS=PRON|Person=3|PronType=Prs":"Number=Sing|Person=3|PronType=Prs",
+    "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
+    "Degree=Abs|POS=ADV":"Degree=Abs",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "POS=DET|PronType=Exc":"PronType=Exc",
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs":"Number=Plur|Person=1|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Clitic=Yes|Number=Plur|Person=1|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
+    "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Plur",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "Number=Sing|POS=DET|PronType=Int":"Number=Sing|PronType=Int",
+    "POS=PRON|PronType=Int":"PronType=Int",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
+    "Number=Sing|POS=ADP":"Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "Foreign=Yes|POS=X":"Foreign=Yes",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part":"Number=Plur|Tense=Pres|VerbForm=Part",
+    "POS=INTJ|Polarity=Neg":"Polarity=Neg",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Number=Plur|POS=PRON|PronType=Rel":"Number=Plur|PronType=Rel",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel":"Gender=Masc|Number=Plur|PronType=Rel",
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Ger",
+    "POS=INTJ|Polarity=Pos":"Polarity=Pos",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
+    "POS=DET|PronType=Int":"PronType=Int",
+    "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "POS=PRON|Person=3|PronType=Prs":"Person=3|PronType=Prs",
+    "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Plur",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
+    "Number=Sing|POS=PRON|Person=1|PronType=Prs":"Number=Sing|Person=1|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
+    "Clitic=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Number=Sing|Person=3|PronType=Prs",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
+    "Clitic=Yes|POS=AUX|PronType=Prs|VerbForm=Inf":"Clitic=Yes|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Tot":"Gender=Fem|Number=Plur|PronType=Tot",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Sing",
+    "NumType=Ord|POS=ADJ":"NumType=Ord",
+    "POS=DET|PronType=Rel":"PronType=Rel",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":"Gender=Masc|Number=Sing|PronType=Rel",
+    "Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Number=Sing|POS=PRON|Person=2|PronType=Prs":"Number=Sing|Person=2|PronType=Prs",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Clitic=Yes|Number=Plur|Person=2|PronType=Prs",
+    "Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Inf",
+    "Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Ger":"Clitic=Yes|PronType=Prs|VerbForm=Ger",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Number=Sing|POS=PRON|PronType=Int":"Number=Sing|PronType=Int",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Number=Plur|POS=PRON|Person=2|PronType=Prs":"Number=Plur|Person=2|PronType=Prs",
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Plur|Person=2|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Definite=Def|POS=DET|PronType=Art":"Definite=Def|PronType=Art",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "POS=SYM":"",
+    "Clitic=Yes|Mood=Imp|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Imp|Number=Sing|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Plur",
+    "Number=Sing|POS=PRON|PronType=Dem":"Number=Sing|PronType=Dem",
+    "POS=AUX|VerbForm=Ger":"VerbForm=Ger",
+    "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Imp|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "POS=X":"",
+    "Gender=Masc|POS=ADJ":"Gender=Masc",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+    "POS=PART":"",
+    "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part":"Number=Sing|Tense=Pres|VerbForm=Part",
+    "NumType=Ord|Number=Sing|POS=ADJ":"NumType=Ord|Number=Sing",
+    "Number=Plur|POS=DET|PronType=Int":"Number=Plur|PronType=Int",
+    "Clitic=Yes|Mood=Sub|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Sub|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Number=Plur|POS=DET|PronType=Rel":"Number=Plur|PronType=Rel",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Ger",
+    "Clitic=Yes|Number=Sing|POS=AUX|Person=1|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Ger",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Imp|Number=Plur,Sing|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Imp|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "NumType=Range|POS=NUM":"NumType=Range",
+    "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+    "POS=VERB|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
+    "Clitic=Yes|POS=ADV|PronType=Prs":"Clitic=Yes|PronType=Prs",
+    "Clitic=Yes|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Ind|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|POS=PRON|PronType=Rel":"Gender=Masc|PronType=Rel",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Sing|POS=AUX|Person=2|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Ger",
+    "Mood=Imp|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Plur,Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Definite=Ind|POS=DET|PronType=Art":"Definite=Ind|PronType=Art",
+    "Clitic=Yes|Gender=Fem,Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Fem,Masc|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
+    "Definite=Def|Number=Plur|POS=ADP|PronType=Art":"Definite=Def|Number=Plur|PronType=Art",
+    "POS=DET|PronType=Ind":"PronType=Ind",
+    "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
+    "Number=Plur|POS=DET|PronType=Tot":"Number=Plur|PronType=Tot",
+    "Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Person=3|PronType=Prs|VerbForm=Ger",
+    "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
+    "Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Clitic=Yes|Number=Plur|POS=VERB|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Plur|PronType=Prs|VerbForm=Inf",
+    "Number=Plur|POS=PRON|Poss=Yes|PronType=Prs":"Number=Plur|Poss=Yes|PronType=Prs",
+    "Number=Plur|POS=ADP":"Number=Plur",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Imp|Number=Plur|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=ADV|Person=3|PronType=Prs":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "POS=DET|PronType=Tot":"PronType=Tot",
+    "POS=PRON|PronType=Dem":"PronType=Dem",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Number=Sing|PronType=Art",
+    "NumType=Ord|POS=NUM":"NumType=Ord",
+    "Gender=Masc|POS=DET|PronType=Dem":"Gender=Masc|PronType=Dem",
+    "Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Masc|Number=Plur,Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Gender=Masc|Number=Sing|POS=NOUN|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
+    "Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
+    "Number=Plur|POS=PRON|PronType=Int":"Number=Plur|PronType=Int",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
+    "Clitic=Yes|Number=Plur|POS=PRON|PronType=Prs":"Clitic=Yes|Number=Plur|PronType=Prs",
+    "Foreign=Yes|Number=Sing|POS=X":"Foreign=Yes|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Ind|Number=Sing|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+    "POS=SCONJ|PronType=Rel":"PronType=Rel",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "POS=PRON|Person=3|PronType=Rel":"Person=3|PronType=Rel",
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Plur|Person=2|PronType=Prs|VerbForm=Ger",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|VerbForm=Fin",
+    "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin":"Clitic=Yes|Mood=Ind|Number=Sing|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":"Mood=Ind|Tense=Pres|VerbForm=Fin",
+    "Degree=Cmp|POS=ADJ":"Degree=Cmp",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Number=Plur|PronType=Art",
+    "Number=Sing|POS=DET|Poss=Yes|PronType=Prs":"Number=Sing|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=ADP":"Gender=Masc|Number=Sing",
+    "Gender=Fem|POS=ADJ":"Gender=Fem",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Number=Plur|Person=3|PronType=Prs",
+    "Gender=Masc|POS=DET|Poss=Yes|PronType=Prs":"Gender=Masc|Poss=Yes|PronType=Prs",
+    "Gender=Fem|Number=Plur|POS=PROPN":"Gender=Fem|Number=Plur",
+    "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
+    "Number=Sing|POS=DET|PronType=Art":"Number=Sing|PronType=Art",
+    "Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "Foreign=Yes|POS=NOUN":"Foreign=Yes",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=DET":"Gender=Masc|Number=Plur",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=DET":"Gender=Fem|Number=Plur",
+    "Number=Sing|POS=X":"Number=Sing",
+    "Foreign=Yes|Gender=Masc|POS=X":"Foreign=Yes|Gender=Masc",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|PronType=Prs":"Clitic=Yes|Gender=Fem|Number=Plur|PronType=Prs",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs":"Clitic=Yes|Gender=Masc|Number=Sing|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Fin",
+    "Definite=Def|Gender=Fem|POS=DET":"Definite=Def|Gender=Fem",
+    "Definite=Def|POS=DET":"Definite=Def",
+    "Foreign=Yes|POS=PROPN":"Foreign=Yes",
+    "NumType=Card|POS=PROPN":"NumType=Card",
+    "Gender=Fem|Number=Sing|POS=DET":"Gender=Fem|Number=Sing",
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=ADV":"Degree=Abs|Gender=Masc|Number=Sing",
+    "Gender=Masc|Number=Plur|POS=NOUN|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=2":"Mood=Imp|Number=Plur|Person=2",
+    "Clitic=Yes|Number=Plur|POS=AUX|Person=1|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf",
+    "Gender=Masc|Number=Sing|POS=DET":"Gender=Masc|Number=Sing",
+    "Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Fem|Person=3|PronType=Prs|VerbForm=Inf",
+    "Number=Sing|POS=DET":"Number=Sing",
+    "Gender=Masc|Number=Sing|POS=PRON":"Gender=Masc|Number=Sing",
+    "POS=DET":""
+  },
+  "labels_pos":{
+    "POS=PROPN":96,
+    "POS=PUNCT":97,
+    "Gender=Masc|POS=NOUN":92,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art":85,
+    "Gender=Fem|Number=Sing|POS=NOUN":92,
+    "Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Gender=Masc|Number=Sing|POS=NOUN":92,
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "POS=AUX|VerbForm=Inf":87,
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "POS=ADP":85,
+    "Gender=Fem|Number=Sing|POS=ADJ":84,
+    "POS=PRON|PronType=Rel":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Plur|POS=NOUN":92,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":95,
+    "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art":85,
+    "Number=Plur|POS=ADJ":84,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Definite=Def|Number=Sing|POS=DET|PronType=Art":90,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "POS=VERB|VerbForm=Inf":100,
+    "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "Number=Sing|POS=ADJ":84,
+    "POS=CCONJ":89,
+    "NumType=Card|POS=NUM":93,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art":85,
+    "Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art":85,
+    "Gender=Fem|Number=Plur|POS=NOUN":92,
+    "Clitic=Yes|POS=PRON|Person=3|PronType=Prs":95,
+    "Gender=Fem|Number=Plur|POS=ADJ":84,
+    "Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|Number=Plur|POS=ADJ":84,
+    "Definite=Def|Number=Sing|POS=ADP|PronType=Art":85,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":84,
+    "POS=ADV":86,
+    "POS=NOUN":92,
+    "Number=Sing|POS=NOUN":92,
+    "POS=VERB|VerbForm=Ger":100,
+    "Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":90,
+    "POS=INTJ":91,
+    "Clitic=Yes|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Gender=Fem|POS=NOUN":92,
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":90,
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":95,
+    "Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Number=Plur|POS=NOUN":92,
+    "POS=SCONJ":98,
+    "Number=Sing|POS=DET|PronType=Ind":90,
+    "POS=ADV|PronType=Neg":86,
+    "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Inf":100,
+    "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":90,
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":95,
+    "POS=ADJ":84,
+    "Number=Sing|POS=PRON|PronType=Rel":95,
+    "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":84,
+    "Number=Sing|POS=PRON|PronType=Ind":95,
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "POS=DET|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs":90,
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":90,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
+    "Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
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+  "label_smoothing":0.0,
+  "labels":[
+    "A",
+    "AP__Gender=Fem|Number=Plur|Poss=Yes|PronType=Prs",
+    "AP__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "AP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs",
+    "AP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+    "AP__Gender=Masc|Poss=Yes|PronType=Prs",
+    "AP__Number=Sing|Poss=Yes|PronType=Prs",
+    "AP__Poss=Yes|PronType=Prs",
+    "A__Degree=Abs|Gender=Fem|Number=Plur",
+    "A__Degree=Abs|Gender=Fem|Number=Sing",
+    "A__Degree=Abs|Gender=Masc|Number=Plur",
+    "A__Degree=Abs|Gender=Masc|Number=Sing",
+    "A__Degree=Cmp",
+    "A__Degree=Cmp|Number=Plur",
+    "A__Degree=Cmp|Number=Sing",
+    "A__Gender=Fem",
+    "A__Gender=Fem|Number=Plur",
+    "A__Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "A__Gender=Fem|Number=Sing",
+    "A__Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "A__Gender=Masc",
+    "A__Gender=Masc|Number=Plur",
+    "A__Gender=Masc|Number=Sing",
+    "A__Number=Plur",
+    "A__Number=Sing",
+    "B",
+    "BN__PronType=Neg",
+    "B_PC__Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "B_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "B_PC__Clitic=Yes|PronType=Prs",
+    "B__Degree=Abs",
+    "B__Degree=Abs|Gender=Masc|Number=Sing",
+    "CC",
+    "CS",
+    "CS__PronType=Rel",
+    "DD__Gender=Fem|Number=Plur|PronType=Dem",
+    "DD__Gender=Fem|Number=Sing|PronType=Dem",
+    "DD__Gender=Masc|Number=Plur|PronType=Dem",
+    "DD__Gender=Masc|Number=Sing|PronType=Dem",
+    "DD__Gender=Masc|PronType=Dem",
+    "DD__Number=Plur|PronType=Dem",
+    "DD__Number=Sing|PronType=Dem",
+    "DE__PronType=Exc",
+    "DI__Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "DI__Gender=Fem|Number=Plur",
+    "DI__Gender=Fem|Number=Plur|PronType=Ind",
+    "DI__Gender=Fem|Number=Sing|PronType=Ind",
+    "DI__Gender=Masc|Number=Plur",
+    "DI__Gender=Masc|Number=Plur|PronType=Ind",
+    "DI__Gender=Masc|Number=Sing|PronType=Ind",
+    "DI__Number=Sing|PronType=Art",
+    "DI__Number=Sing|PronType=Ind",
+    "DI__PronType=Ind",
+    "DQ",
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+    "DQ__Gender=Fem|Number=Sing|PronType=Int",
+    "DQ__Gender=Masc|Number=Plur|PronType=Int",
+    "DQ__Gender=Masc|Number=Sing|PronType=Int",
+    "DQ__Number=Plur|PronType=Int",
+    "DQ__Number=Sing|PronType=Int",
+    "DQ__PronType=Int",
+    "DR__Number=Plur|PronType=Rel",
+    "DR__PronType=Rel",
+    "E",
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+    "E_RD__Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "E_RD__Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+    "E_RD__Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "E_RD__Definite=Def|Number=Plur|PronType=Art",
+    "E_RD__Definite=Def|Number=Sing|PronType=Art",
+    "E__Gender=Masc|Number=Sing",
+    "E__Number=Plur",
+    "E__Number=Sing",
+    "FB",
+    "FC",
+    "FF",
+    "FS",
+    "I",
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+    "I__Polarity=Pos",
+    "NO",
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+    "NO__Gender=Fem|Number=Sing|NumType=Ord",
+    "NO__Gender=Masc|Number=Plur",
+    "NO__Gender=Masc|Number=Plur|NumType=Ord",
+    "NO__Gender=Masc|Number=Sing|NumType=Ord",
+    "NO__NumType=Ord",
+    "NO__Number=Sing|NumType=Ord",
+    "N__Gender=Masc|Number=Sing",
+    "N__NumType=Card",
+    "N__NumType=Ord",
+    "N__NumType=Range",
+    "PART",
+    "PC_PC__Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "PC_PC__Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "PC_PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
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+    "PC__Clitic=Yes|Gender=Fem|Number=Plur|PronType=Prs",
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+    "PC__Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "PC__Clitic=Yes|Gender=Masc|Number=Sing|PronType=Prs",
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+    "PC__Clitic=Yes|Number=Plur|Person=2|PronType=Prs",
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+    "PC__Clitic=Yes|PronType=Prs",
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+    "PD__Gender=Masc|Number=Sing|PronType=Dem",
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+    "PE__Gender=Masc|Number=Plur|Person=3|PronType=Prs",
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+    "PE__Number=Sing|Person=3|PronType=Prs",
+    "PE__Person=3|PronType=Prs",
+    "PI__Gender=Fem|Number=Plur|PronType=Ind",
+    "PI__Gender=Fem|Number=Sing|PronType=Ind",
+    "PI__Gender=Masc|Number=Plur|PronType=Ind",
+    "PI__Gender=Masc|Number=Sing",
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+    "PI__Number=Plur|PronType=Ind",
+    "PI__Number=Sing|PronType=Ind",
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+    "PP__Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs",
+    "PP__Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+    "PP__Number=Plur|Poss=Yes|PronType=Prs",
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+    "PQ__Gender=Fem|Number=Sing|PronType=Int",
+    "PQ__Gender=Masc|Number=Plur|PronType=Int",
+    "PQ__Gender=Masc|Number=Plur|PronType=Rel",
+    "PQ__Gender=Masc|Number=Sing|PronType=Int",
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+    "PR__Gender=Masc|PronType=Rel",
+    "PR__Number=Plur|PronType=Rel",
+    "PR__Number=Sing|PronType=Rel",
+    "PR__Person=3|PronType=Rel",
+    "PR__PronType=Rel",
+    "RD__Definite=Def",
+    "RD__Definite=Def|Gender=Fem",
+    "RD__Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "RD__Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "RD__Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
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+    "RD__Definite=Def|Number=Plur|PronType=Art",
+    "RD__Definite=Def|Number=Sing|PronType=Art",
+    "RD__Definite=Def|PronType=Art",
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+    "RI__Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+    "RI__Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
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+    "RI__Definite=Ind|Number=Sing|PronType=Art",
+    "RI__Definite=Ind|PronType=Art",
+    "S",
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+    "SP__NumType=Card",
+    "SW",
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+    "SYM",
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+  "overwrite":false
+}

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+  ]
+}

trainable_lemmatizer/model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a25e947dcb75f0d7c6653996156479fcc84ef2fa189473e511b8b18ffa404ea
+size 2209221

use_custom_tokenizer.py

@@ -0,0 +1,13 @@
+from spacy.util import registry
+
+from commercial_registry_ner.spacy.custom_tokenizer.custom_tokenizer import (
+    custom_tokenizer,
+)
+
+
+@registry.tokenizers("customize_tokenizer")
+def make_customize_tokenizer():
+    def customize_tokenizer(nlp):
+        return custom_tokenizer(nlp)
+
+    return customize_tokenizer

vocab/key2row

@@ -0,0 +1 @@
+�

vocab/lookups.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76be8b528d0075f7aae98d6fa57a6d3c83ae480a8469e668d7b0af968995ac71
+size 1

vocab/vectors.cfg

@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}