la_core_web_trf / README.md
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---
tags:
- spacy
- token-classification
language:
- la
license: mit
model-index:
- name: la_core_web_trf
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.9517679648
- name: NER Recall
type: recall
value: 0.9496016908
- name: NER F Score
type: f_score
value: 0.9506835938
- task:
name: TAG
type: token-classification
metrics:
- name: TAG (XPOS) Accuracy
type: accuracy
value: 0.9807823277
- task:
name: POS
type: token-classification
metrics:
- name: POS (UPOS) Accuracy
type: accuracy
value: 0.9838974779
- task:
name: MORPH
type: token-classification
metrics:
- name: Morph (UFeats) Accuracy
type: accuracy
value: 0.9583016029
- task:
name: LEMMA
type: token-classification
metrics:
- name: Lemma Accuracy
type: accuracy
value: 0.9559628719
- task:
name: UNLABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Unlabeled Attachment Score (UAS)
type: f_score
value: 0.884447835
- task:
name: LABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Labeled Attachment Score (LAS)
type: f_score
value: 0.8415821819
- task:
name: SENTS
type: token-classification
metrics:
- name: Sentences F-Score
type: f_score
value: 0.9518575511
---
| Feature | Description |
| --- | --- |
| **Name** | `la_core_web_trf` |
| **Version** | `3.5.2` |
| **spaCy** | `>=3.5.2,<3.6.0` |
| **Default Pipeline** | `transformer`, `normer`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lemma_fixer`, `ner` |
| **Components** | `transformer`, `normer`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lemma_fixer`, `ner` |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
| **Sources** | UD_Latin-Perseus<br />UD_Latin-PROIEL<br />UD_Latin-ITTB<br />UD_Latin-LLCT<br />UD_Latin-UDante |
| **License** | `MIT` |
| **Author** | [Patrick J. Burns; with Nora Bernhardt [ner], Tim Geelhaar [tagger, morphologizer, parser, ner], Vincent Koch [ner]](https://diyclassics.github.io/) |
### Label Scheme
<details>
<summary>View label scheme (687 labels for 4 components)</summary>
| Component | Labels |
| --- | --- |
| **`tagger`** | `ADJ`, `ADP`, `ADP_particle`, `DET`, `INTJ`, `NOUN`, `X`, `_`, `adjective`, `adjective_adjective`, `adjective_particle`, `adverb`, `adverb_adverb`, `adverb_particle`, `conjunction`, `conjunction_conjunction`, `conjunction_particle`, `conjuntion`, `interjection`, `noun`, `noun_particle`, `number`, `particle`, `preposition`, `pronoun`, `pronoun_particle`, `pronoun_pronoun`, `proper_noun`, `proper_noun_particle`, `punc`, `unknown`, `verb`, `verb_particle` |
| **`morphologizer`** | `POS=ADV`, `POS=CCONJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=AUX`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PUNCT`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `POS=SCONJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PART`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=VERB\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Abl\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=ADJ`, `_`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON`, `POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `POS=VERB`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Loc\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET`, `POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET`, `POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Dat\|POS=PRON`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Nom\|Number=Plur\|POS=PRON`, `Case=Abl\|Number=Plur\|POS=PRON`, `POS=DET`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Loc\|Number=Sing\|POS=DET`, `Case=Loc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Loc\|Number=Sing\|POS=NOUN`, `Case=Abl\|Number=Plur\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Acc\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `POS=PROPN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Number=Sing\|POS=PRON`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Dat\|Number=Sing\|POS=PRON`, `Case=Acc\|Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `POS=INTJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=PRON`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Gen\|POS=PRON`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Pass`, `Gender=Masc\|POS=DET`, `Case=Abl\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|Voice=Pass`, `POS=X`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|Voice=Pass`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|Voice=Act`, `Gender=Neut\|POS=PRON`, `Gender=Fem\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Abl\|Number=Plur\|POS=ADJ`, `Case=Gen\|Number=Sing\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Loc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|Voice=Act`, `POS=PRON`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pqp\|Voice=Act`, `Case=Gen\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Masc\|POS=DET`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pqp\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `POS=VERB\|Tense=Pres\|Voice=Pass`, `POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|POS=VERB`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `POS=VERB\|Tense=Past\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|POS=VERB`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Masc\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Voice=Act`, `Case=Nom\|Gender=Masc\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|POS=VERB\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Acc\|Number=Sing\|POS=VERB`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=VERB`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Dat\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Mood=Sub\|POS=VERB`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Sing\|POS=NOUN`, `Case=Acc\|POS=VERB`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Nom\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Dat\|Number=Sing\|POS=DET`, `Case=Nom\|POS=VERB`, `Case=Abl\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB`, `POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Abl\|Number=Plur\|POS=VERB\|Tense=Past\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB`, `Case=Dat\|Number=Plur\|POS=DET`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Gen\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|POS=VERB`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|Number=Plur\|POS=VERB\|Tense=Pres\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|Voice=Pass`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Gen\|Number=Sing\|POS=VERB\|Tense=Pres\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pqp\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|Voice=Pass`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|Voice=Pass`, `Case=Acc\|Number=Sing\|POS=PROPN`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pqp\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Fut\|Voice=Pass`, `Case=Abl\|Number=Sing\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Nom\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pqp\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Fut\|Voice=Act`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=VERB`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres`, `Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Fem\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=CCONJ`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=CCONJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PART`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=CCONJ`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Number=Sing\|POS=VERB\|Voice=Pass`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=CCONJ`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=CCONJ`, `Gender=Neut\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=CCONJ`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=CCONJ`, `Case=Nom\|Number=Plur\|POS=VERB\|Voice=Pass`, `Case=Abl\|Number=Sing\|POS=VERB\|Voice=Pass`, `Case=Voc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=CCONJ`, `Case=Abl\|Gender=Neut\|POS=VERB\|Voice=Pass`, `Number=Plur\|POS=VERB\|Voice=Pass`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|POS=VERB\|Voice=Pass`, `Gender=Fem\|Number=Sing\|POS=VERB\|Voice=Pass` |
| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advcl:abs`, `advcl:cmp`, `advcl:pred`, `advcl:relcl`, `advmod`, `advmod:emph`, `advmod:lmod`, `advmod:neg`, `advmod:tmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `ccomp:relcl`, `ccomp:reported`, `compound`, `conj`, `conj:expl`, `cop`, `csubj`, `csubj:pass`, `csubj:relcl`, `dep`, `det`, `discourse`, `dislocated`, `dislocated:obj`, `expl:pass`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:arg`, `orphan`, `parataxis`, `punct`, `reparandum`, `vocative`, `xcomp` |
| **`ner`** | `LOC`, `NORP`, `PERSON` |
</details>
### Accuracy
| Type | Score |
| --- | --- |
| `ENTS_F` | 95.07 |
| `ENTS_P` | 95.18 |
| `ENTS_R` | 94.96 |
| `TRANSFORMER_LOSS` | 3080194.52 |
| `NER_LOSS` | 9652.72 |
| `TAG_ACC` | 98.08 |
| `POS_ACC` | 98.39 |
| `MORPH_ACC` | 95.83 |
| `LEMMA_ACC` | 95.60 |
| `DEP_UAS` | 88.44 |
| `DEP_LAS` | 84.16 |
| `SENTS_P` | 95.42 |
| `SENTS_R` | 94.96 |
| `SENTS_F` | 95.19 |
| `TAGGER_LOSS` | 27400.68 |
| `MORPHOLOGIZER_LOSS` | 237624.18 |
| `TRAINABLE_LEMMATIZER_LOSS` | 204453.26 |
| `PARSER_LOSS` | 2388935.23 |