Add pt_udv25_portuguesebosque_trf-0.0.1

.gitattributes

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 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.whl filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*strings.json filter=lfs diff=lfs merge=lfs -text
+vectors filter=lfs diff=lfs merge=lfs -text
+model filter=lfs diff=lfs merge=lfs -text

LICENSE.txt

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+This work is licensed under the Creative Commons Attribution-ShareAlike
+4.0 International License. To view a copy of this license, visit:
+
+http://creativecommons.org/licenses/by-sa/4.0/
+
+or send a letter to Creative Commons, PO Box 1866, Mountain View, CA
+94042, USA. 

README.md

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+---
+tags:
+- spacy
+- token-classification
+language:
+- pt
+license: cc-by-sa-4.0
+model-index:
+- name: pt_udv25_portuguesebosque_trf
+  results:
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9809207592
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.9814163239
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9733881758
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.980030722
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.938526243
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.91190874
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9582222222
+---
+UD v2.5 benchmarking pipeline for UD_Portuguese-Bosque
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `pt_udv25_portuguesebosque_trf` |
+| **Version** | `0.0.1` |
+| **spaCy** | `>=3.2.1,<3.3.0` |
+| **Default Pipeline** | `experimental_char_ner_tokenizer`, `transformer`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` |
+| **Components** | `experimental_char_ner_tokenizer`, `transformer`, `senter`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | [Universal Dependencies v2.5](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105) (Zeman, Daniel; et al.) |
+| **License** | `CC BY-SA 4.0` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (2079 labels for 6 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`experimental_char_ner_tokenizer`** | `TOKEN` |
+| **`senter`** | `I`, `S` |
+| **`tagger`** | `ADJ`, `ADP`, `ADP_ADV`, `ADP_DET`, `ADP_NUM`, `ADP_PRON`, `ADP_PROPN`, `ADV`, `ADV_PRON`, `ADV_PROPN`, `AUX`, `AUX_PRON`, `CCONJ`, `DET`, `INTJ`, `NOUN`, `NUM`, `PART`, `PART_NOUN`, `PRON`, `PRON_PRON`, `PROPN`, `PROPN_DET`, `PROPN_PROPN`, `PUNCT`, `SCONJ`, `SCONJ_DET`, `SCONJ_PRON`, `SYM`, `VERB`, `VERB_PRON`, `X` |
+| **`morphologizer`** | `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Def\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PUNCT`, `NumType=Card\|POS=NUM`, `POS=ADV`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part`, `POS=ADP`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=SCONJ`, `POS=VERB\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=PROPN`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=ADV\|Polarity=Neg`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=X`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Tot`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `POS=AUX\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `POS=VERB\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Number=Plur\|POS=AUX\|Person=3\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Art`, `POS=VERB\|VerbForm=Part`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `NumType=Ord\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Unsp\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=SCONJ\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part`, `Gender=Masc\|NumType=Mult\|Number=Sing\|POS=NUM`, `Gender=Unsp\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Unsp\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Sing\|POS=PROPN\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=VERB\|Person=3\|VerbForm=Inf`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `POS=AUX\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Unsp\|Number=Sing\|POS=PRON\|PronType=Rel`, `Number=Sing\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|NumType=Frac\|Number=Sing\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Plur\|POS=VERB\|Person=3\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Definite=Def\|POS=SCONJ\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Unsp\|POS=PRON\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=AUX`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `POS=INTJ`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Emp`, `Case=Acc\|Gender=Unsp\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Unsp\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Emp`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Unsp\|POS=VERB\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=ADJ`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=AUX\|Person=3\|VerbForm=Inf`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PART`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Unsp\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Neg`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Definite=Def\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Plur\|POS=VERB\|Person=1\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Gender=Masc\|POS=ADJ`, `POS=NOUN`, `POS=AUX\|VerbForm=Ger`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Sing\|POS=NOUN`, `Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Unsp\|Number=Plur\|POS=PROPN`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Emp`, `Gender=Unsp\|POS=PRON\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Tot`, `Case=Acc\|Gender=Masc\|POS=PRON\|PronType=Prs`, `Gender=Unsp\|Number=Unsp\|POS=PRON\|PronType=Rel`, `POS=VERB\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Neg`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=PROPN\|PronType=Art`, `Case=Dat\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=AUX\|Person=1\|Tense=Past`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `Gender=Unsp\|Number=Unsp\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADV\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Unsp\|Number=Unsp\|POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|Number=Sing\|POS=DET`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Unsp\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=X`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=SCONJ`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Gender=Fem\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `POS=ADP\|PronType=Dem`, `Definite=Def\|Gender=Fem\|POS=ADP\|PronType=Art`, `POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=ADP\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `POS=DET`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Emp`, `Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Art`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=AUX\|Person=1\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Ind`, `Case=Dat\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=3\|VerbForm=Inf\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Gender=Unsp\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem,Masc\|Number=Sing\|POS=PROPN`, `Gender=Unsp\|Number=Unsp\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=NUM`, `POS=PRON\|PronType=Neg`, `Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Dem`, `POS=SYM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=X`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|NumType=Sets\|Number=Sing\|POS=NUM`, `Foreign=Yes\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Unsp\|POS=AUX\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Unsp\|Number=Plur\|POS=PRON\|PronType=Int`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=SCONJ\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Prs`, `Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Ind`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Number=Sing\|POS=VERB`, `Number=Sing\|POS=DET`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin\|Voice=Pass`, `NumType=Mult\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Neg`, `POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Unsp\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Acc\|Gender=Unsp\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=ADV\|Polarity=Neg`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=VERB\|Person=1\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Unsp\|POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Unsp\|POS=NOUN`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=SCONJ\|PronType=Art`, `POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=ADV\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Case=Dat\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Gender=Unsp\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Unsp\|Number=Sing\|POS=DET\|PronType=Rel`, `Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Gender=Unsp\|Number=Sing\|POS=DET\|PronType=Tot`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Range\|POS=NUM`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Dat\|Gender=Masc\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Number=Unsp\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=1\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=SCONJ\|PronType=Dem`, `NumType=Frac\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Ind`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADV\|PronType=Rel`, `Case=Acc\|POS=VERB\|PronType=Prs\|VerbForm=Ger`, `Mood=Cnd\|POS=VERB\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Ind`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf\|Voice=Pass`, `POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Unsp\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Number=Sing\|POS=X`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Gender=Masc\|Number=Sing\|POS=ADV\|PronType=Int`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `POS=VERB`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Gender=Fem,Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Unsp\|Number=Unsp\|POS=ADV\|PronType=Int`, `Gender=Unsp\|Number=Sing\|POS=ADV\|PronType=Ind`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `POS=PROPN`, `Case=Acc\|Gender=Masc\|POS=AUX\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Fem\|POS=AUX\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Fem\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Unsp\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=X`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Fem\|POS=DET\|PronType=Art`, `Gender=Unsp\|Number=Sing\|POS=ADV`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Unsp\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=VERB`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pqp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADV\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin\|Voice=Pass`, `POS=DET\|PronType=Ind`, `POS=SCONJ\|VerbForm=Ger`, `Mood=Cnd\|Number=Sing\|POS=VERB\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=VERB`, `Mood=Sub\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|POS=PRON\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|POS=PROPN`, `Gender=Fem\|Number=Plur\|POS=DET`, `NumType=Ord\|POS=NUM`, `POS=DET\|PronType=Int`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `POS=PART`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Inf`, `NumType=Card\|POS=ADP`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=SCONJ\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Art`, `Case=Dat\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin` |
+| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `discourse`, `dislocated`, `expl`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `orphan`, `parataxis`, `punct`, `vocative`, `xcomp` |
+| **`experimental_edit_tree_lemmatizer`** | `1`, `2`, `3`, `4`, `6`, `8`, `9`, `11`, `13`, `15`, `17`, `20`, `22`, `24`, `14`, `7`, `26`, `28`, `30`, `32`, `34`, `36`, `38`, `40`, `42`, `44`, `45`, `48`, `53`, `54`, `55`, `57`, `58`, `60`, `62`, `65`, `66`, `67`, `70`, `72`, `74`, `76`, `79`, `83`, `85`, `87`, `89`, `91`, `95`, `99`, `101`, `102`, `104`, `106`, `108`, `110`, `113`, `115`, `117`, `119`, `120`, `122`, `124`, `125`, `126`, `128`, `130`, `132`, `134`, `136`, `138`, `141`, `142`, `144`, `147`, `150`, `152`, `154`, `155`, `159`, `162`, `163`, `165`, `166`, `169`, `171`, `172`, `174`, `175`, `178`, `180`, `181`, `184`, `186`, `189`, `191`, `193`, `195`, `198`, `200`, `111`, `202`, `204`, `207`, `209`, `212`, `214`, `216`, `218`, `220`, `221`, `223`, `224`, `226`, `228`, `230`, `232`, `234`, `236`, `239`, `242`, `244`, `245`, `246`, `247`, `249`, `251`, `252`, `253`, `256`, `257`, `259`, `261`, `263`, `267`, `269`, `270`, `271`, `273`, `277`, `278`, `281`, `282`, `283`, `285`, `286`, `288`, `289`, `290`, `292`, `293`, `295`, `297`, `298`, `300`, `302`, `303`, `305`, `307`, `309`, `310`, `311`, `313`, `314`, `316`, `319`, `168`, `322`, `323`, `326`, `327`, `329`, `331`, `333`, `335`, `336`, `338`, `341`, `343`, `345`, `347`, `348`, `350`, `351`, `354`, `356`, `359`, `361`, `363`, `364`, `365`, `366`, `367`, `369`, `373`, `376`, `378`, `379`, `380`, `381`, `383`, `384`, `386`, `389`, `392`, `394`, `395`, `396`, `398`, `400`, `403`, `405`, `407`, `409`, `410`, `412`, `415`, `416`, `417`, `418`, `419`, `420`, `422`, `424`, `429`, `431`, `432`, `438`, `439`, `441`, `442`, `445`, `448`, `449`, `450`, `452`, `454`, `457`, `458`, `461`, `463`, `465`, `468`, `469`, `470`, `473`, `475`, `477`, `478`, `481`, `484`, `485`, `486`, `488`, `491`, `495`, `497`, `499`, `503`, `506`, `507`, `508`, `509`, `510`, `511`, `513`, `514`, `516`, `517`, `519`, `521`, `522`, `523`, `525`, `528`, `530`, `533`, `534`, `536`, `538`, `540`, `541`, `542`, `544`, `545`, `547`, `549`, `551`, `552`, `554`, `555`, `558`, `559`, `560`, `562`, `563`, `565`, `566`, `570`, `572`, `579`, `582`, `583`, `585`, `586`, `587`, `590`, `592`, `594`, `595`, `597`, `599`, `601`, `603`, `606`, `608`, `609`, `611`, `612`, `614`, `615`, `616`, `619`, `621`, `622`, `625`, `626`, `627`, `629`, `630`, `631`, `633`, `634`, `637`, `638`, `639`, `640`, `642`, `644`, `646`, `647`, `652`, `653`, `656`, `657`, `659`, `660`, `661`, `664`, `666`, `669`, `671`, `672`, `673`, `674`, `675`, `677`, `678`, `680`, `682`, `685`, `687`, `689`, `691`, `692`, `693`, `695`, `699`, `701`, `702`, `703`, `706`, `707`, `709`, `710`, `711`, `712`, `714`, `716`, `718`, `719`, `720`, `721`, `724`, `725`, `729`, `730`, `732`, `735`, `738`, `740`, `742`, `744`, `746`, `749`, `750`, `751`, `754`, `756`, `760`, `762`, `767`, `769`, `771`, `774`, `776`, `778`, `780`, `781`, `784`, `785`, `787`, `788`, `789`, `791`, `793`, `794`, `795`, `798`, `800`, `801`, `803`, `804`, `806`, `808`, `810`, `811`, `812`, `814`, `816`, `819`, `820`, `823`, `824`, `825`, `828`, `829`, `832`, `833`, `835`, `836`, `839`, `840`, `844`, `845`, `847`, `850`, `851`, `853`, `854`, `855`, `858`, `861`, `862`, `863`, `865`, `868`, `871`, `873`, `875`, `877`, `879`, `880`, `881`, `882`, `883`, `884`, `885`, `887`, `889`, `892`, `894`, `895`, `537`, `896`, `898`, `899`, `902`, `904`, `905`, `908`, `909`, `912`, `914`, `916`, `917`, `920`, `921`, `922`, `924`, `925`, `928`, `929`, `930`, `931`, `933`, `936`, `939`, `940`, `942`, `943`, `945`, `948`, `949`, `951`, `953`, `956`, `957`, `960`, `961`, `963`, `964`, `965`, `966`, `969`, `970`, `971`, `973`, `976`, `977`, `979`, `981`, `983`, `985`, `987`, `988`, `990`, `991`, `993`, `994`, `995`, `996`, `997`, `998`, `1000`, `1001`, `1004`, `1006`, `1007`, `1009`, `1011`, `1013`, `1014`, `1015`, `1019`, `1021`, `1023`, `1025`, `1026`, `1029`, `1030`, `1033`, `1034`, `1036`, `1037`, `1039`, `1041`, `1042`, `1044`, `1046`, `1048`, `1050`, `1051`, `1054`, `1056`, `1057`, `1059`, `1061`, `1062`, `1064`, `1066`, `1067`, `1068`, `1069`, `1071`, `1072`, `1073`, `1074`, `1075`, `1077`, `1078`, `1079`, `1081`, `1083`, `1084`, `1085`, `1086`, `1088`, `1089`, `1092`, `1093`, `1097`, `1100`, `1101`, `1103`, `1104`, `1106`, `1108`, `1110`, `1114`, `1115`, `1117`, `1118`, `1119`, `1121`, `1123`, `1124`, `1126`, `1127`, `1128`, `1130`, `1133`, `1135`, `1136`, `1140`, `1143`, `1146`, `1148`, `1149`, `1151`, `1152`, `1155`, `1157`, `1158`, `1160`, `1163`, `1164`, `1165`, `1167`, `1168`, `1170`, `1172`, `1176`, `1177`, `1178`, `1180`, `1182`, `1184`, `1186`, `1187`, `1189`, `1190`, `1193`, `1196`, `1198`, `1202`, `1203`, `1204`, `1205`, `1206`, `1207`, `1208`, `1209`, `1210`, `1211`, `1214`, `1215`, `1216`, `1218`, `1219`, `1220`, `1221`, `1223`, `1225`, `1226`, `1228`, `1229`, `1230`, `1233`, `1234`, `1236`, `1237`, `1238`, `1239`, `1240`, `1242`, `1244`, `1247`, `1248`, `1249`, `1250`, `1251`, `1254`, `1256`, `1257`, `1258`, `1260`, `1262`, `1263`, `1266`, `1271`, `1272`, `1273`, `1274`, `1275`, `1277`, `1278`, `1279`, `1280`, `1283`, `1285`, `1287`, `1288`, `1290`, `1293`, `1294`, `1296`, `1299`, `1301`, `1302`, `1304`, `1307`, `1308`, `1309`, `1311`, `1312`, `1314`, `1315`, `1317`, `1320`, `1322`, `1324`, `1325`, `1326`, `1329`, `1330`, `1332`, `1333`, `1334`, `1336`, `1338`, `1339`, `1340`, `1341`, `1344`, `1345`, `1346`, `1348`, `1350`, `1351`, `1352`, `1354`, `1356`, `1358`, `1359`, `1360`, `1361`, `1362`, `1363`, `1367`, `1370`, `1371`, `1373`, `1375`, `1377`, `1378`, `1379`, `1381`, `1382`, `1383`, `1385`, `1386`, `1388`, `1389`, `1393`, `1395`, `1399`, `1401`, `1402`, `1403`, `1404`, `1405`, `1407`, `1408`, `1411`, `1413`, `1417`, `1418`, `1419`, `1420`, `1421`, `1423`, `1424`, `1425`, `1429`, `1430`, `1431`, `1433`, `1434`, `1436`, `1437`, `1438`, `1439`, `1442`, `1444`, `1446`, `1447`, `1449`, `1451`, `1453`, `1454`, `1455`, `1458`, `1461`, `1463`, `1464`, `1465`, `1467`, `1468`, `1469`, `1470`, `1471`, `1473`, `1476`, `1477`, `1478`, `1479`, `1482`, `1483`, `1484`, `1489`, `1491`, `1492`, `1494`, `1496`, `1497`, `1499`, `1502`, `1504`, `1505`, `1506`, `1507`, `1508`, `1509`, `1511`, `1514`, `1515`, `1517`, `1520`, `1521`, `1524`, `1525`, `1528`, `1529`, `1530`, `1532`, `1533`, `1534`, `1536`, `1538`, `1539`, `1541`, `1543`, `1544`, `1545`, `1546`, `1547`, `1548`, `1552`, `1556`, `1558`, `1560`, `1562`, `1563`, `1566`, `1567`, `1569`, `1570`, `1572`, `1574`, `1577`, `761`, `1579`, `1583`, `1585`, `1586`, `1587`, `1590`, `1592`, `1593`, `1595`, `1596`, `1597`, `1599`, `1603`, `1605`, `1607`, `1609`, `1610`, `1612`, `1614`, `1615`, `1617`, `1618`, `1620`, `1621`, `1622`, `1625`, `1627`, `1629`, `1630`, `1631`, `1633`, `1634`, `1636`, `1637`, `1638`, `1640`, `1641`, `1643`, `1644`, `1646`, `1647`, `1648`, `1651`, `1652`, `1657`, `1658`, `1659`, `1661`, `1662`, `1663`, `1664`, `1666`, `1669`, `1672`, `1673`, `1675`, `1676`, `1677`, `1679`, `1682`, `1684`, `1409`, `1685`, `1686`, `1687`, `1688`, `1690`, `1692`, `1693`, `1694`, `1695`, `1697`, `1699`, `1700`, `1704`, `1707`, `1708`, `1709`, `1711`, `1712`, `1715`, `1716`, `1717`, `1718`, `1719`, `1721`, `1722`, `1723`, `1725`, `1726`, `1729`, `1730`, `1732`, `1733`, `1734`, `1735`, `1737`, `1738`, `1741`, `1743`, `1744`, `1746`, `1747`, `1748`, `1750`, `1752`, `1754`, `1755`, `1756`, `1758`, `1759`, `1760`, `1762`, `1765`, `1766`, `1768`, `1769`, `1770`, `1773`, `1774`, `1775`, `1777`, `1778`, `1781`, `1782`, `1783`, `1785`, `1786`, `1787`, `219`, `1788`, `1789`, `1791`, `1792`, `1793`, `1795`, `1799`, `1800`, `1801`, `1802`, `1803`, `1805`, `1806`, `1808`, `1809`, `1811`, `1812`, `1814`, `1815`, `1816`, `1821`, `1823`, `1824`, `1825`, `1826`, `1829`, `1830`, `1831`, `1832`, `1833`, `1835`, `1838`, `1839`, `1840`, `1842`, `1843`, `1845`, `1846`, `1848`, `1849`, `1850`, `1851`, `1855`, `1856`, `1857`, `1859`, `1861`, `1862`, `1864`, `1866`, `1867`, `1869`, `421`, `1870`, `1872`, `1873`, `1874`, `1875`, `1878`, `1879`, `1880`, `1882`, `1883`, `1884`, `1885`, `1888`, `1891`, `1894`, `1895`, `1898`, `1901`, `1903`, `1904`, `1906`, `1907`, `1910`, `1912`, `1915`, `1917`, `1918`, `1920`, `1921`, `1922`, `1924`, `1926`, `1927`, `1930`, `1932`, `1933`, `1936`, `1938`, `1940`, `1941`, `1942`, `1943`, `1945`, `1947`, `1949`, `1951`, `1952`, `1953`, `1954`, `1956`, `1957`, `1958`, `1960`, `1961`, `1963`, `1964`, `1966`, `1968`, `1971`, `1973`, `1974`, `1975`, `1977`, `1979`, `1981`, `1983`, `1985`, `1986`, `1987`, `1988`, `792`, `1990`, `790`, `1992`, `1994`, `1996`, `1998`, `1999`, `2000`, `2001`, `2002`, `2003`, `2005`, `2006`, `2008`, `2010`, `2011`, `2012`, `2014`, `2016`, `2017`, `2018`, `2019`, `2021`, `2022`, `2023`, `2024`, `2025`, `2026`, `2028`, `2029`, `2031`, `2034`, `2036`, `2038`, `2041`, `2042`, `2044`, `2045`, `2046`, `2050`, `2051`, `2052`, `2055`, `2056`, `2057`, `2059`, `2060`, `2061`, `2062`, `2064`, `2066`, `2068`, `2069`, `2070`, `2072`, `2073`, `2075`, `2076`, `2078`, `2079`, `2081`, `2083`, `2084`, `2086`, `2088`, `2089`, `2091`, `2093`, `2095`, `2097`, `2098`, `2099`, `2101`, `2102`, `2103`, `2104`, `2106`, `2107`, `2108`, `2109`, `2110`, `2111`, `2112`, `2114`, `2116`, `2117`, `2118`, `2119`, `2120`, `2121`, `2122`, `2123`, `2124`, `2125`, `2126`, `2127`, `1584`, `2128`, `2130`, `2131`, `2132`, `2134`, `2137`, `2138`, `2139`, `2141`, `2144`, `2145`, `2146`, `2147`, `2150`, `2151`, `2153`, `2154`, `2155`, `2156`, `2157`, `2159`, `2160`, `2161`, `2163`, `2164`, `2165`, `2166`, `2167`, `2168`, `2169`, `2170`, `2173`, `2174`, `2175`, `2176`, `2177`, `2179`, `2182`, `2185`, `2187`, `2188`, `2189`, `2191`, `2193`, `2194`, `2195`, `2196`, `2197`, `2198`, `2200`, `2202`, `2203`, `2204`, `2205`, `2206`, `2207`, `2208`, `2209`, `2210`, `2211`, `2212`, `2213`, `2216`, `2217`, `2219`, `2221`, `2224`, `2227`, `2229`, `2230`, `2232`, `2233`, `2234`, `2235`, `2237`, `2239`, `2240`, `2241`, `2242`, `2243`, `2244`, `2245`, `2246`, `2248`, `2249`, `2250`, `2251`, `2253`, `2254`, `2255`, `2257`, `2258`, `2260`, `2261`, `2262`, `2263`, `2264`, `2265`, `2266`, `2267`, `2268`, `2269`, `2270`, `2271`, `2272`, `2273`, `2274`, `2275`, `2277`, `2278`, `2281`, `2282`, `2283`, `2284`, `2285`, `2287`, `2288`, `2290`, `2291`, `2292`, `2293`, `2294`, `2297`, `2298`, `2299`, `2300`, `2302`, `2304`, `2305`, `2307`, `2308`, `2309`, `2310`, `2312`, `2313`, `2314`, `2315`, `2316`, `2317`, `2318`, `2319`, `2321`, `2322`, `2323`, `2327`, `2329`, `2331`, `2333`, `2335`, `2337`, `2338`, `2339`, `2341`, `2342`, `2343`, `2346`, `2348`, `2349`, `2350`, `2351`, `2352`, `2353`, `37`, `2354`, `2355`, `2357`, `2358`, `2359`, `2360`, `2361`, `2362`, `2364`, `2365`, `2367`, `2368`, `2369`, `2370`, `2372`, `2375`, `2376`, `2378`, `2379`, `2380`, `2381`, `2382`, `2383`, `2384`, `2385`, `2386`, `2389`, `2390`, `2392`, `2393`, `2394`, `2395`, `2398`, `2399`, `2400`, `2402`, `2403`, `2405`, `2406`, `2407`, `2408`, `2409`, `2410`, `2413`, `2415`, `2416`, `2417`, `2418`, `2419`, `2420`, `2422`, `2424`, `2427`, `2428`, `2429`, `2430`, `2431`, `2432`, `2433`, `2435`, `2437`, `1962`, `2438`, `2439`, `2440`, `2442`, `2443`, `2444`, `2445` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TOKEN_F` | 99.92 |
+| `TOKEN_P` | 99.93 |
+| `TOKEN_R` | 99.91 |
+| `TOKEN_ACC` | 99.99 |
+| `SENTS_F` | 95.82 |
+| `SENTS_P` | 95.40 |
+| `SENTS_R` | 96.25 |
+| `TAG_ACC` | 98.09 |
+| `POS_ACC` | 98.14 |
+| `MORPH_ACC` | 97.34 |
+| `DEP_UAS` | 93.85 |
+| `DEP_LAS` | 91.19 |
+| `LEMMA_ACC` | 98.00 |

config.cfg

@@ -0,0 +1,254 @@
+[paths]
+train = "corpus/UD_Portuguese-Bosque/train.spacy"
+dev = "corpus/UD_Portuguese-Bosque/dev.spacy"
+vectors = null
+init_tok2vec = null
+tokenizer_source = "training/UD_Portuguese-Bosque/tokenizer/model-best"
+transformer_source = "training/UD_Portuguese-Bosque/transformer/model-best"
+
+[system]
+gpu_allocator = "pytorch"
+seed = 0
+
+[nlp]
+lang = "pt"
+pipeline = ["experimental_char_ner_tokenizer","transformer","senter","tagger","morphologizer","parser","experimental_edit_tree_lemmatizer"]
+batch_size = 64
+disabled = ["senter"]
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy-experimental.char_pretokenizer.v1"}
+
+[components]
+
+[components.experimental_char_ner_tokenizer]
+factory = "experimental_char_ner_tokenizer"
+scorer = {"@scorers":"spacy-experimental.tokenizer_scorer.v1"}
+
+[components.experimental_char_ner_tokenizer.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = true
+nO = null
+
+[components.experimental_char_ner_tokenizer.model.tok2vec]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.experimental_char_ner_tokenizer.model.tok2vec.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 128
+attrs = ["ORTH","LOWER","IS_DIGIT","IS_ALPHA","IS_SPACE","IS_PUNCT"]
+rows = [1000,500,50,50,50,50]
+include_static_vectors = false
+
+[components.experimental_char_ner_tokenizer.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 128
+depth = 4
+window_size = 4
+maxout_pieces = 2
+
+[components.experimental_edit_tree_lemmatizer]
+factory = "experimental_edit_tree_lemmatizer"
+backoff = "orth"
+min_tree_freq = 1
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 1
+
+[components.experimental_edit_tree_lemmatizer.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.experimental_edit_tree_lemmatizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+overwrite = false
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.parser]
+factory = "parser"
+learn_tokens = false
+min_action_freq = 5
+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 = 64
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.senter]
+factory = "senter"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
+
+[components.senter.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.senter.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.tagger]
+factory = "tagger"
+neg_prefix = "!!!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "xlm-roberta-base"
+mixed_precision = true
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.transformer.model.grad_scaler_config]
+
+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[components.transformer.model.transformer_config]
+
+[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]
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+dev_corpus = "corpora.dev"
+seed = ${system:seed}
+gpu_allocator = ${system:gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 3
+patience = 5000
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+before_to_disk = null
+annotating_components = []
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+[training.batcher]
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+get_length = null
+size = 2000
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+[training.logger]
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+[training.optimizer]
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+[training.optimizer.learn_rate]
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+dep_uas = 0.11
+dep_las = 0.11
+dep_las_per_type = null
+lemma_acc = 0.52
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+[pretraining]
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+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

experimental_char_ner_tokenizer/cfg

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+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":1,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

experimental_char_ner_tokenizer/model

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experimental_edit_tree_lemmatizer/model

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+oid sha256:301104cd2d9a3b85da75f8f582ccd8f99febe160719b59f89bed0e854dd7eabb
+size 4476181

meta.json

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+{
+  "lang":"pt",
+  "name":"udv25_portuguesebosque_trf",
+  "version":"0.0.1",
+  "description":"UD v2.5 benchmarking pipeline for UD_Portuguese-Bosque",
+  "author":"Explosion",
+  "email":"contact@explosion.ai",
+  "url":"https://explosion.ai",
+  "license":"CC BY-SA 4.0",
+  "spacy_version":">=3.2.1,<3.3.0",
+  "spacy_git_version":"800737b41",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "experimental_char_ner_tokenizer":[
+      "TOKEN"
+    ],
+    "transformer":[
+
+    ],
+    "senter":[
+      "I",
+      "S"
+    ],
+    "tagger":[
+      "ADJ",
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+      "ADP_ADV",
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+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Rel",
+      "Gender=Unsp|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Tot",
+      "Gender=Masc|Number=Sing|POS=PROPN|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Number=Sing|POS=VERB|Person=3|VerbForm=Inf",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
+      "POS=AUX|VerbForm=Part",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Unsp|Number=Sing|POS=PRON|PronType=Rel",
+      "Number=Sing|POS=DET|PronType=Art",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|NumType=Frac|Number=Sing|POS=NUM",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=PRON|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=ADP|PronType=Dem",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Number=Plur|POS=VERB|Person=3|VerbForm=Inf",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=SCONJ|PronType=Art",
+      "Definite=Def|POS=SCONJ|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=ADP|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Unsp|POS=PRON|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
+      "POS=AUX",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=ADP|PronType=Art",
+      "POS=INTJ",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=PRON|PronType=Int",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Rel",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Emp",
+      "Case=Acc|Gender=Unsp|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Unsp|POS=PRON|PronType=Ind",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Rel",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Definite=Ind|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Masc|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Emp",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Int",
+      "Case=Acc|Gender=Unsp|POS=VERB|PronType=Prs|VerbForm=Ger",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=ADJ",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Tot",
+      "Gender=Masc|Number=Plur|POS=ADP|PronType=Dem",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Number=Sing|POS=AUX|Person=3|VerbForm=Inf",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Int",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Int",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Int",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Plur|POS=ADP|PronType=Dem",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PART",
+      "Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Unsp|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Masc|Number=Sing|POS=ADV",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Neg",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Definite=Def|POS=DET|PronType=Art",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
+      "Number=Plur|POS=VERB|Person=1|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Int",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
+      "Gender=Masc|POS=ADJ",
+      "POS=NOUN",
+      "POS=AUX|VerbForm=Ger",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=SCONJ|PronType=Art",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Number=Sing|POS=NOUN",
+      "Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Unsp|Number=Plur|POS=PROPN",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Dat|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Emp",
+      "Gender=Unsp|POS=PRON|PronType=Prs",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Tot",
+      "Case=Acc|Gender=Masc|POS=PRON|PronType=Prs",
+      "Gender=Unsp|Number=Unsp|POS=PRON|PronType=Rel",
+      "POS=VERB|VerbForm=Fin",
+      "Gender=Masc|NumType=Card|Number=Sing|POS=NUM",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Neg",
+      "POS=VERB|VerbForm=Inf|Voice=Pass",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Inf",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Number=Sing|POS=PROPN|PronType=Art",
+      "Case=Dat|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=AUX|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pqp|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=NOUN",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Number=Plur|POS=AUX|Person=1|Tense=Past",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg",
+      "Gender=Unsp|Number=Unsp|POS=PRON|PronType=Dem",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Gender=Unsp|Number=Unsp|POS=PRON|PronType=Ind",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Unsp|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=X",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Unsp|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Rel",
+      "Gender=Masc|Number=Sing|POS=SCONJ",
+      "Gender=Masc|Number=Sing|POS=PRON",
+      "Gender=Fem|POS=DET|PronType=Dem",
+      "Gender=Masc|Number=Plur|POS=NUM",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Dat|Gender=Unsp|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=AUX|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "POS=ADP|PronType=Dem",
+      "Definite=Def|Gender=Fem|POS=ADP|PronType=Art",
+      "POS=ADP|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=ADP",
+      "Gender=Masc|Number=Sing|POS=ADP|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Imp|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "POS=DET",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Emp",
+      "Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Art",
+      "Case=Acc|Gender=Masc|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Number=Plur|POS=AUX|Person=1|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Number=Sing|POS=PRON|PronType=Rel",
+      "Gender=Fem|Number=Plur|POS=ADP|PronType=Ind",
+      "Case=Dat|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Number=Sing|POS=VERB|Person=3|VerbForm=Inf|Voice=Pass",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf",
+      "Gender=Unsp|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem,Masc|Number=Sing|POS=PROPN",
+      "Gender=Unsp|Number=Unsp|POS=PRON|PronType=Int",
+      "Gender=Fem|Number=Plur|POS=NUM",
+      "POS=PRON|PronType=Neg",
+      "Gender=Fem|Number=Sing|POS=SCONJ|PronType=Dem",
+      "POS=SYM",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=X",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|NumType=Sets|Number=Sing|POS=NUM",
+      "Foreign=Yes|POS=NOUN",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Unsp|POS=AUX|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Nom|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Unsp|Number=Plur|POS=PRON|PronType=Int",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=SCONJ|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Prs",
+      "Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=ADP|PronType=Ind",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=SCONJ|PronType=Art",
+      "Number=Sing|POS=VERB",
+      "Number=Sing|POS=DET",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass",
+      "NumType=Mult|POS=NUM",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg",
+      "POS=PRON|PronType=Dem",
+      "Mood=Ind|POS=VERB|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Unsp|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "NumType=Card|Number=Plur|POS=NUM",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Acc|Gender=Unsp|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Int",
+      "Gender=Masc|Number=Sing|POS=ADV|Polarity=Neg",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Number=Sing|POS=VERB|Person=1|VerbForm=Inf",
+      "Definite=Def|Gender=Masc|Number=Unsp|POS=ADP|PronType=Art",
+      "Gender=Masc|Number=Unsp|POS=NOUN",
+      "Gender=Masc|NumType=Ord|Number=Sing|POS=NOUN",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=SCONJ|PronType=Art",
+      "POS=ADJ",
+      "Gender=Fem|Number=Sing|POS=ADV|PronType=Ind",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs",
+      "Case=Dat|Gender=Unsp|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Gender=Unsp|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Unsp|Number=Sing|POS=DET|PronType=Rel",
+      "Gender=Fem|Number=Plur|POS=VERB",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Gender=Unsp|Number=Sing|POS=DET|PronType=Tot",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "NumType=Range|POS=NUM",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Gender=Unsp|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Dat|Gender=Masc|Mood=Cnd|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Cnd|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Sub|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin",
+      "Number=Unsp|POS=PRON|PronType=Ind",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Int",
+      "Gender=Masc|POS=NOUN",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Number=Sing|POS=VERB|Person=1|VerbForm=Inf|Voice=Pass",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=SCONJ|PronType=Dem",
+      "NumType=Frac|POS=NUM",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=ADP|PronType=Ind",
+      "Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=ADV|PronType=Rel",
+      "Case=Acc|POS=VERB|PronType=Prs|VerbForm=Ger",
+      "Mood=Cnd|POS=VERB|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Cnd|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=ADP|PronType=Ind",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf|Voice=Pass",
+      "POS=VERB|VerbForm=Part|Voice=Pass",
+      "Case=Dat|Gender=Unsp|Mood=Cnd|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Number=Sing|POS=X",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Dat|Gender=Unsp|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Gender=Masc|Number=Sing|POS=ADV|PronType=Int",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=AUX|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "POS=VERB",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin|Voice=Pass",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin|Voice=Pass",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc,Dat|Gender=Fem,Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Unsp|Number=Unsp|POS=ADV|PronType=Int",
+      "Gender=Unsp|Number=Sing|POS=ADV|PronType=Ind",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pqp|VerbForm=Fin",
+      "POS=PROPN",
+      "Case=Acc|Gender=Masc|POS=AUX|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Fem|POS=AUX|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Fem|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Case=Dat|Gender=Unsp|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=X",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
+      "Definite=Ind|Gender=Fem|POS=DET|PronType=Art",
+      "Gender=Unsp|Number=Sing|POS=ADV",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Pqp|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Unsp|POS=PRON|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=VERB",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=PROPN|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=VERB",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pqp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=ADV|PronType=Ind",
+      "Mood=Sub|Number=Sing|POS=AUX|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET",
+      "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass",
+      "POS=DET|PronType=Ind",
+      "POS=SCONJ|VerbForm=Ger",
+      "Mood=Cnd|Number=Sing|POS=VERB|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
+      "Gender=Fem|Number=Sing|POS=VERB",
+      "Mood=Sub|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|POS=PRON|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Masc|POS=PROPN",
+      "Gender=Fem|Number=Plur|POS=DET",
+      "NumType=Ord|POS=NUM",
+      "POS=DET|PronType=Int",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Gender=Unsp|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
+      "POS=PART",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf",
+      "NumType=Card|POS=ADP",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Masc|Number=Sing|POS=ADP|PronType=Rel",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=SCONJ|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Art",
+      "Case=Dat|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin"
+    ],
+    "parser":[
+      "ROOT",
+      "acl",
+      "acl:relcl",
+      "advcl",
+      "advmod",
+      "amod",
+      "appos",
+      "aux",
+      "aux:pass",
+      "case",
+      "cc",
+      "ccomp",
+      "compound",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "discourse",
+      "dislocated",
+      "expl",
+      "fixed",
+      "flat",
+      "flat:foreign",
+      "flat:name",
+      "iobj",
+      "mark",
+      "nmod",
+      "nsubj",
+      "nsubj:pass",
+      "nummod",
+      "obj",
+      "obl",
+      "obl:agent",
+      "orphan",
+      "parataxis",
+      "punct",
+      "vocative",
+      "xcomp"
+    ],
+    "experimental_edit_tree_lemmatizer":[
+      1,
+      2,
+      3,
+      4,
+      6,
+      8,
+      9,
+      11,
+      13,
+      15,
+      17,
+      20,
+      22,
+      24,
+      14,
+      7,
+      26,
+      28,
+      30,
+      32,
+      34,
+      36,
+      38,
+      40,
+      42,
+      44,
+      45,
+      48,
+      53,
+      54,
+      55,
+      57,
+      58,
+      60,
+      62,
+      65,
+      66,
+      67,
+      70,
+      72,
+      74,
+      76,
+      79,
+      83,
+      85,
+      87,
+      89,
+      91,
+      95,
+      99,
+      101,
+      102,
+      104,
+      106,
+      108,
+      110,
+      113,
+      115,
+      117,
+      119,
+      120,
+      122,
+      124,
+      125,
+      126,
+      128,
+      130,
+      132,
+      134,
+      136,
+      138,
+      141,
+      142,
+      144,
+      147,
+      150,
+      152,
+      154,
+      155,
+      159,
+      162,
+      163,
+      165,
+      166,
+      169,
+      171,
+      172,
+      174,
+      175,
+      178,
+      180,
+      181,
+      184,
+      186,
+      189,
+      191,
+      193,
+      195,
+      198,
+      200,
+      111,
+      202,
+      204,
+      207,
+      209,
+      212,
+      214,
+      216,
+      218,
+      220,
+      221,
+      223,
+      224,
+      226,
+      228,
+      230,
+      232,
+      234,
+      236,
+      239,
+      242,
+      244,
+      245,
+      246,
+      247,
+      249,
+      251,
+      252,
+      253,
+      256,
+      257,
+      259,
+      261,
+      263,
+      267,
+      269,
+      270,
+      271,
+      273,
+      277,
+      278,
+      281,
+      282,
+      283,
+      285,
+      286,
+      288,
+      289,
+      290,
+      292,
+      293,
+      295,
+      297,
+      298,
+      300,
+      302,
+      303,
+      305,
+      307,
+      309,
+      310,
+      311,
+      313,
+      314,
+      316,
+      319,
+      168,
+      322,
+      323,
+      326,
+      327,
+      329,
+      331,
+      333,
+      335,
+      336,
+      338,
+      341,
+      343,
+      345,
+      347,
+      348,
+      350,
+      351,
+      354,
+      356,
+      359,
+      361,
+      363,
+      364,
+      365,
+      366,
+      367,
+      369,
+      373,
+      376,
+      378,
+      379,
+      380,
+      381,
+      383,
+      384,
+      386,
+      389,
+      392,
+      394,
+      395,
+      396,
+      398,
+      400,
+      403,
+      405,
+      407,
+      409,
+      410,
+      412,
+      415,
+      416,
+      417,
+      418,
+      419,
+      420,
+      422,
+      424,
+      429,
+      431,
+      432,
+      438,
+      439,
+      441,
+      442,
+      445,
+      448,
+      449,
+      450,
+      452,
+      454,
+      457,
+      458,
+      461,
+      463,
+      465,
+      468,
+      469,
+      470,
+      473,
+      475,
+      477,
+      478,
+      481,
+      484,
+      485,
+      486,
+      488,
+      491,
+      495,
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+  },
+  "pipeline":[
+    "experimental_char_ner_tokenizer",
+    "transformer",
+    "tagger",
+    "morphologizer",
+    "parser",
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