Commit
•
74f9469
1
Parent(s):
134d312
Update spaCy pipeline
Browse files- .gitattributes +1 -0
- README.md +32 -32
- config.cfg +33 -7
- functions.py +26 -8
- la_core_web_trf-any-py3-none-any.whl +2 -2
- meta.json +203 -199
- morphologizer/cfg +4 -0
- morphologizer/model +2 -2
- ner/model +2 -2
- parser/model +2 -2
- tagger/cfg +1 -0
- tagger/model +0 -0
- trainable_lemmatizer/cfg +0 -0
- trainable_lemmatizer/model +2 -2
- trainable_lemmatizer/trees +0 -0
- transformer/model +1 -1
- vocab/strings.json +0 -0
.gitattributes
CHANGED
|
@@ -38,3 +38,4 @@ ner/model filter=lfs diff=lfs merge=lfs -text
|
|
| 38 |
parser/model filter=lfs diff=lfs merge=lfs -text
|
| 39 |
trainable_lemmatizer/model filter=lfs diff=lfs merge=lfs -text
|
| 40 |
transformer/model filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 38 |
parser/model filter=lfs diff=lfs merge=lfs -text
|
| 39 |
trainable_lemmatizer/model filter=lfs diff=lfs merge=lfs -text
|
| 40 |
transformer/model filter=lfs diff=lfs merge=lfs -text
|
| 41 |
+
trainable_lemmatizer/trees filter=lfs diff=lfs merge=lfs -text
|
README.md
CHANGED
|
@@ -14,67 +14,67 @@ model-index:
|
|
| 14 |
metrics:
|
| 15 |
- name: NER Precision
|
| 16 |
type: precision
|
| 17 |
-
value: 0.
|
| 18 |
- name: NER Recall
|
| 19 |
type: recall
|
| 20 |
-
value: 0.
|
| 21 |
- name: NER F Score
|
| 22 |
type: f_score
|
| 23 |
-
value: 0.
|
| 24 |
- task:
|
| 25 |
name: TAG
|
| 26 |
type: token-classification
|
| 27 |
metrics:
|
| 28 |
- name: TAG (XPOS) Accuracy
|
| 29 |
type: accuracy
|
| 30 |
-
value: 0.
|
| 31 |
- task:
|
| 32 |
name: POS
|
| 33 |
type: token-classification
|
| 34 |
metrics:
|
| 35 |
- name: POS (UPOS) Accuracy
|
| 36 |
type: accuracy
|
| 37 |
-
value: 0.
|
| 38 |
- task:
|
| 39 |
name: MORPH
|
| 40 |
type: token-classification
|
| 41 |
metrics:
|
| 42 |
- name: Morph (UFeats) Accuracy
|
| 43 |
type: accuracy
|
| 44 |
-
value: 0.
|
| 45 |
- task:
|
| 46 |
name: LEMMA
|
| 47 |
type: token-classification
|
| 48 |
metrics:
|
| 49 |
- name: Lemma Accuracy
|
| 50 |
type: accuracy
|
| 51 |
-
value: 0.
|
| 52 |
- task:
|
| 53 |
name: UNLABELED_DEPENDENCIES
|
| 54 |
type: token-classification
|
| 55 |
metrics:
|
| 56 |
- name: Unlabeled Attachment Score (UAS)
|
| 57 |
type: f_score
|
| 58 |
-
value: 0.
|
| 59 |
- task:
|
| 60 |
name: LABELED_DEPENDENCIES
|
| 61 |
type: token-classification
|
| 62 |
metrics:
|
| 63 |
- name: Labeled Attachment Score (LAS)
|
| 64 |
type: f_score
|
| 65 |
-
value: 0.
|
| 66 |
- task:
|
| 67 |
name: SENTS
|
| 68 |
type: token-classification
|
| 69 |
metrics:
|
| 70 |
- name: Sentences F-Score
|
| 71 |
type: f_score
|
| 72 |
-
value: 0.
|
| 73 |
---
|
| 74 |
| Feature | Description |
|
| 75 |
| --- | --- |
|
| 76 |
| **Name** | `la_core_web_trf` |
|
| 77 |
-
| **Version** | `3.7.
|
| 78 |
| **spaCy** | `>=3.7.4,<3.8.0` |
|
| 79 |
| **Default Pipeline** | `transformer`, `normer`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lookup_lemmatizer`, `ner` |
|
| 80 |
| **Components** | `transformer`, `normer`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lookup_lemmatizer`, `ner` |
|
|
@@ -87,12 +87,12 @@ model-index:
|
|
| 87 |
|
| 88 |
<details>
|
| 89 |
|
| 90 |
-
<summary>View label scheme (
|
| 91 |
|
| 92 |
| Component | Labels |
|
| 93 |
| --- | --- |
|
| 94 |
-
| **`tagger`** | `ADJ`, `ADP`, `ADV`, `DET`, `INTJ`, `NOUN`, `PART`, `X`, `_`, `adjective`, `adverb`, `conjunction`, `interjection`, `noun`, `number`, `particle`, `preposition`, `pronoun`, `proper_noun`, `punc`, `unknown`, `verb` |
|
| 95 |
-
| **`morphologizer`** | `POS=ADV`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=AUX\|Tense=Pres\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PUNCT`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PART`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Gender=Neut\|POS=NUM`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=DET`, `POS=SCONJ`, `POS=CCONJ`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET`, `Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Abl\|Number=Plur\|POS=PRON\|Person=1`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Dat\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|POS=PRON`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET`, `POS=NUM`, `POS=PROPN`, `POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NUM`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Gen\|POS=PRON\|Person=3`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Abl\|POS=PRON\|Person=3`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Number=Sing\|POS=PRON\|Person=1`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `POS=X`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PRON`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON`, `POS=ADV\|VerbForm=Fin`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Gen\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Gen\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=AUX\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=AUX\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NUM`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Abl\|POS=PRON`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Neut\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=AUX\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=FutPerf\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin`, `Case=Acc\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=AUX\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NUM`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=NUM`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NUM`, `POS=SCONJ\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `POS=CCONJ\|VerbForm=Fin`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NUM`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Gender=Fem\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NUM`, `Case=Abl\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=AUX\|Tense=Pres\|VerbForm=Inf`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=FutPerf\|VerbForm=Fin`, `Case=Abl\|Number=Sing\|POS=PRON\|Person=2`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Gender=Masc\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Dat\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Act`, `Case=Abl\|Gender=Neut\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=2`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Gender=Fem\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=FutPerf\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|POS=PRON`, `Gender=Masc\|POS=DET`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `POS=VERB`, `Gender=Masc\|POS=PROPN`, `Gender=Masc\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=DET`, `Gender=Neut\|POS=DET`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Neut\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=AUX\|Tense=Pres\|VerbForm=Inf`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Perf\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Gen\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PROPN`, `POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2`, `POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=FutPerf\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin`, `POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Act`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=FutPerf\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Abl\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=2`, `POS=AUX\|Tense=Perf\|VerbForm=Inf`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=1`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=2`, `Case=Abl\|Number=Sing\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Number=Plur\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Gender=Neut\|Number=Sing\|POS=PRON`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `POS=INTJ`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Conv\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=3`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=1`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=3`, `Case=Abl\|Number=Plur\|POS=PRON\|Person=3`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `_`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Gender=Neut\|POS=PROPN`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Number=Sing\|POS=PRON\|Person=2`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Masc\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=2`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Perf\|VerbForm=Fin`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=NUM`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Perf\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=DET`, `POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=X`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Conv\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `POS=VERB\|VerbForm=Inf\|Voice=Act`, `POS=ADV\|VerbForm=Part`, `POS=ADP\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Vnoun`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part` |
|
| 96 |
| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advcl:abs`, `advcl:cmp`, `advcl:pred`, `advmod`, `advmod:emph`, `advmod:lmod`, `advmod:neg`, `advmod:tmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `ccomp:reported`, `conj`, `conj:expl`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `discourse`, `dislocated`, `dislocated:obj`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `mark`, `nmod`, `nsubj`, `nsubj:outer`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:arg`, `obl:tmod`, `orphan`, `parataxis`, `punct`, `reparandum`, `vocative`, `xcomp` |
|
| 97 |
| **`ner`** | `LOC`, `NORP`, `PERSON` |
|
| 98 |
|
|
@@ -102,21 +102,21 @@ model-index:
|
|
| 102 |
|
| 103 |
| Type | Score |
|
| 104 |
| --- | --- |
|
| 105 |
-
| `ENTS_F` |
|
| 106 |
-
| `ENTS_P` | 94.
|
| 107 |
-
| `ENTS_R` |
|
| 108 |
-
| `TRANSFORMER_LOSS` |
|
| 109 |
-
| `NER_LOSS` |
|
| 110 |
-
| `TAG_ACC` |
|
| 111 |
-
| `POS_ACC` | 98.
|
| 112 |
-
| `MORPH_ACC` | 95.
|
| 113 |
-
| `LEMMA_ACC` |
|
| 114 |
-
| `DEP_UAS` | 88.
|
| 115 |
-
| `DEP_LAS` | 84.
|
| 116 |
-
| `SENTS_P` | 94.
|
| 117 |
-
| `SENTS_R` |
|
| 118 |
-
| `SENTS_F` | 94.
|
| 119 |
-
| `TAGGER_LOSS` |
|
| 120 |
-
| `MORPHOLOGIZER_LOSS` |
|
| 121 |
-
| `TRAINABLE_LEMMATIZER_LOSS` |
|
| 122 |
-
| `PARSER_LOSS` |
|
|
|
|
| 14 |
metrics:
|
| 15 |
- name: NER Precision
|
| 16 |
type: precision
|
| 17 |
+
value: 0.9546354339
|
| 18 |
- name: NER Recall
|
| 19 |
type: recall
|
| 20 |
+
value: 0.9408226305
|
| 21 |
- name: NER F Score
|
| 22 |
type: f_score
|
| 23 |
+
value: 0.947678703
|
| 24 |
- task:
|
| 25 |
name: TAG
|
| 26 |
type: token-classification
|
| 27 |
metrics:
|
| 28 |
- name: TAG (XPOS) Accuracy
|
| 29 |
type: accuracy
|
| 30 |
+
value: 0.9649296122
|
| 31 |
- task:
|
| 32 |
name: POS
|
| 33 |
type: token-classification
|
| 34 |
metrics:
|
| 35 |
- name: POS (UPOS) Accuracy
|
| 36 |
type: accuracy
|
| 37 |
+
value: 0.9829896358
|
| 38 |
- task:
|
| 39 |
name: MORPH
|
| 40 |
type: token-classification
|
| 41 |
metrics:
|
| 42 |
- name: Morph (UFeats) Accuracy
|
| 43 |
type: accuracy
|
| 44 |
+
value: 0.9568359544
|
| 45 |
- task:
|
| 46 |
name: LEMMA
|
| 47 |
type: token-classification
|
| 48 |
metrics:
|
| 49 |
- name: Lemma Accuracy
|
| 50 |
type: accuracy
|
| 51 |
+
value: 0.9525518858
|
| 52 |
- task:
|
| 53 |
name: UNLABELED_DEPENDENCIES
|
| 54 |
type: token-classification
|
| 55 |
metrics:
|
| 56 |
- name: Unlabeled Attachment Score (UAS)
|
| 57 |
type: f_score
|
| 58 |
+
value: 0.8847980068
|
| 59 |
- task:
|
| 60 |
name: LABELED_DEPENDENCIES
|
| 61 |
type: token-classification
|
| 62 |
metrics:
|
| 63 |
- name: Labeled Attachment Score (LAS)
|
| 64 |
type: f_score
|
| 65 |
+
value: 0.844676641
|
| 66 |
- task:
|
| 67 |
name: SENTS
|
| 68 |
type: token-classification
|
| 69 |
metrics:
|
| 70 |
- name: Sentences F-Score
|
| 71 |
type: f_score
|
| 72 |
+
value: 0.9438152831
|
| 73 |
---
|
| 74 |
| Feature | Description |
|
| 75 |
| --- | --- |
|
| 76 |
| **Name** | `la_core_web_trf` |
|
| 77 |
+
| **Version** | `3.7.6` |
|
| 78 |
| **spaCy** | `>=3.7.4,<3.8.0` |
|
| 79 |
| **Default Pipeline** | `transformer`, `normer`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lookup_lemmatizer`, `ner` |
|
| 80 |
| **Components** | `transformer`, `normer`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lookup_lemmatizer`, `ner` |
|
|
|
|
| 87 |
|
| 88 |
<details>
|
| 89 |
|
| 90 |
+
<summary>View label scheme (782 labels for 4 components)</summary>
|
| 91 |
|
| 92 |
| Component | Labels |
|
| 93 |
| --- | --- |
|
| 94 |
+
| **`tagger`** | `ADJ`, `ADP`, `ADV`, `DET`, `INTJ`, `NOUN`, `PART`, `X`, `_`, `adjective`, `adverb`, `conjunction`, `determiner`, `interjection`, `noun`, `number`, `particle`, `preposition`, `pronoun`, `proper_noun`, `punc`, `unknown`, `verb` |
|
| 95 |
+
| **`morphologizer`** | `POS=ADV`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=AUX\|Tense=Pres\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PUNCT`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PART`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Gender=Neut\|POS=NUM`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=DET`, `POS=SCONJ`, `POS=CCONJ`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET`, `Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Abl\|Number=Plur\|POS=PRON\|Person=1`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Dat\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|POS=PRON`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET`, `POS=NUM`, `POS=PROPN`, `POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NUM`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|POS=PRON`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Gen\|POS=PRON\|Person=3`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Abl\|POS=PRON\|Person=3`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Number=Sing\|POS=PRON\|Person=1`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `POS=X`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Acc\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PRON`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON`, `POS=ADV\|VerbForm=Fin`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Gen\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET`, `Case=Gen\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=AUX\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `POS=PRON`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=AUX\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NUM`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PRON`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Abl\|POS=PRON`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Neut\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=AUX\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=FutPerf\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin`, `Case=Acc\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=AUX\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NUM`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=NUM`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NUM`, `POS=SCONJ\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `POS=CCONJ\|VerbForm=Fin`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NUM`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Gender=Fem\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NUM`, `Case=Abl\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=AUX\|Tense=Pres\|VerbForm=Inf`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=FutPerf\|VerbForm=Fin`, `Case=Abl\|Number=Sing\|POS=PRON\|Person=2`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Gender=Masc\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Dat\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Act`, `Case=Abl\|Gender=Neut\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=2`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Gender=Fem\|POS=PROPN`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=DET`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Neut\|Mood=Ger\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=FutPerf\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|POS=PRON`, `Gender=Masc\|POS=DET`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `POS=VERB`, `Gender=Masc\|POS=PROPN`, `Gender=Masc\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Number=Sing\|POS=DET`, `Gender=Neut\|POS=DET`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Neut\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Abl\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=AUX\|Tense=Pres\|VerbForm=Inf`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Perf\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Gen\|Gender=Masc\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PROPN`, `POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Act`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2`, `POS=VERB\|Tense=Pres\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=FutPerf\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin`, `POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Act`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=FutPerf\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=2`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=2`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Abl\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=2`, `POS=AUX\|Tense=Perf\|VerbForm=Inf`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=1`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=2`, `Case=Abl\|Number=Sing\|POS=PRON\|Person=3`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Number=Plur\|POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Perf\|VerbForm=Fin\|Voice=Act`, `Gender=Neut\|Number=Sing\|POS=PRON`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `POS=INTJ`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Neut\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Conv\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Mood=Gdv\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=3`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=1`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=3`, `Case=Abl\|Number=Plur\|POS=PRON\|Person=3`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `_`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Gender=Neut\|POS=PROPN`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Number=Sing\|POS=PRON\|Person=2`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Masc\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=2`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Voc\|Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Perf\|VerbForm=Fin`, `Case=Voc\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Act`, `Case=Abl\|Number=Plur\|POS=NUM`, `Case=Voc\|Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Perf\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Perf\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Fem\|Number=Plur\|POS=DET`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Voc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=DET`, `POS=VERB\|Tense=Perf\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pqp\|VerbForm=Fin\|Voice=Act`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `POS=VERB\|Tense=Pres\|VerbForm=Inf`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=X`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Conv\|Voice=Act`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=FutPerf\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=NUM`, `Case=Dat\|Gender=Fem\|Mood=Gdv\|Number=Plur\|POS=VERB\|Tense=Fut\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Perf\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=AUX\|VerbForm=Part`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `POS=VERB\|VerbForm=Inf\|Voice=Act`, `POS=ADV\|VerbForm=Part`, `POS=ADP\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Abl\|Gender=Fem\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Abl\|Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Vnoun`, `Case=Abl\|Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Case=Abl\|Gender=Neut\|Number=Sing\|POS=ADJ\|VerbForm=Part` |
|
| 96 |
| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advcl:abs`, `advcl:cmp`, `advcl:pred`, `advmod`, `advmod:emph`, `advmod:lmod`, `advmod:neg`, `advmod:tmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `ccomp:reported`, `conj`, `conj:expl`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `discourse`, `dislocated`, `dislocated:obj`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `mark`, `nmod`, `nsubj`, `nsubj:outer`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:arg`, `obl:tmod`, `orphan`, `parataxis`, `punct`, `reparandum`, `vocative`, `xcomp` |
|
| 97 |
| **`ner`** | `LOC`, `NORP`, `PERSON` |
|
| 98 |
|
|
|
|
| 102 |
|
| 103 |
| Type | Score |
|
| 104 |
| --- | --- |
|
| 105 |
+
| `ENTS_F` | 94.98 |
|
| 106 |
+
| `ENTS_P` | 94.10 |
|
| 107 |
+
| `ENTS_R` | 95.89 |
|
| 108 |
+
| `TRANSFORMER_LOSS` | 3954242.59 |
|
| 109 |
+
| `NER_LOSS` | 8199.98 |
|
| 110 |
+
| `TAG_ACC` | 96.49 |
|
| 111 |
+
| `POS_ACC` | 98.30 |
|
| 112 |
+
| `MORPH_ACC` | 95.68 |
|
| 113 |
+
| `LEMMA_ACC` | 95.26 |
|
| 114 |
+
| `DEP_UAS` | 88.48 |
|
| 115 |
+
| `DEP_LAS` | 84.47 |
|
| 116 |
+
| `SENTS_P` | 94.66 |
|
| 117 |
+
| `SENTS_R` | 94.10 |
|
| 118 |
+
| `SENTS_F` | 94.38 |
|
| 119 |
+
| `TAGGER_LOSS` | 41020.70 |
|
| 120 |
+
| `MORPHOLOGIZER_LOSS` | 348603.00 |
|
| 121 |
+
| `TRAINABLE_LEMMATIZER_LOSS` | 349936.53 |
|
| 122 |
+
| `PARSER_LOSS` | 2759001.09 |
|
config.cfg
CHANGED
|
@@ -37,10 +37,23 @@ nO = null
|
|
| 37 |
normalize = false
|
| 38 |
|
| 39 |
[components.morphologizer.model.tok2vec]
|
| 40 |
-
@architectures = "spacy-transformers.
|
| 41 |
-
|
|
|
|
| 42 |
pooling = {"@layers":"reduce_mean.v1"}
|
| 43 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 44 |
|
| 45 |
[components.ner]
|
| 46 |
factory = "ner"
|
|
@@ -60,7 +73,7 @@ nO = null
|
|
| 60 |
|
| 61 |
[components.ner.model.tok2vec]
|
| 62 |
@architectures = "spacy-transformers.Tok2VecTransformer.v3"
|
| 63 |
-
name = "
|
| 64 |
mixed_precision = false
|
| 65 |
pooling = {"@layers":"reduce_mean.v1"}
|
| 66 |
grad_factor = 1.0
|
|
@@ -98,10 +111,23 @@ use_upper = false
|
|
| 98 |
nO = null
|
| 99 |
|
| 100 |
[components.parser.model.tok2vec]
|
| 101 |
-
@architectures = "spacy-transformers.
|
| 102 |
-
|
|
|
|
| 103 |
pooling = {"@layers":"reduce_mean.v1"}
|
| 104 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 105 |
|
| 106 |
[components.tagger]
|
| 107 |
factory = "tagger"
|
|
|
|
| 37 |
normalize = false
|
| 38 |
|
| 39 |
[components.morphologizer.model.tok2vec]
|
| 40 |
+
@architectures = "spacy-transformers.Tok2VecTransformer.v3"
|
| 41 |
+
name = "bert-base-multilingual-uncased"
|
| 42 |
+
mixed_precision = false
|
| 43 |
pooling = {"@layers":"reduce_mean.v1"}
|
| 44 |
+
grad_factor = 1.0
|
| 45 |
+
|
| 46 |
+
[components.morphologizer.model.tok2vec.get_spans]
|
| 47 |
+
@span_getters = "spacy-transformers.strided_spans.v1"
|
| 48 |
+
window = 128
|
| 49 |
+
stride = 96
|
| 50 |
+
|
| 51 |
+
[components.morphologizer.model.tok2vec.grad_scaler_config]
|
| 52 |
+
|
| 53 |
+
[components.morphologizer.model.tok2vec.tokenizer_config]
|
| 54 |
+
use_fast = true
|
| 55 |
+
|
| 56 |
+
[components.morphologizer.model.tok2vec.transformer_config]
|
| 57 |
|
| 58 |
[components.ner]
|
| 59 |
factory = "ner"
|
|
|
|
| 73 |
|
| 74 |
[components.ner.model.tok2vec]
|
| 75 |
@architectures = "spacy-transformers.Tok2VecTransformer.v3"
|
| 76 |
+
name = "bert-base-multilingual-uncased"
|
| 77 |
mixed_precision = false
|
| 78 |
pooling = {"@layers":"reduce_mean.v1"}
|
| 79 |
grad_factor = 1.0
|
|
|
|
| 111 |
nO = null
|
| 112 |
|
| 113 |
[components.parser.model.tok2vec]
|
| 114 |
+
@architectures = "spacy-transformers.Tok2VecTransformer.v3"
|
| 115 |
+
name = "bert-base-multilingual-uncased"
|
| 116 |
+
mixed_precision = false
|
| 117 |
pooling = {"@layers":"reduce_mean.v1"}
|
| 118 |
+
grad_factor = 1.0
|
| 119 |
+
|
| 120 |
+
[components.parser.model.tok2vec.get_spans]
|
| 121 |
+
@span_getters = "spacy-transformers.strided_spans.v1"
|
| 122 |
+
window = 128
|
| 123 |
+
stride = 96
|
| 124 |
+
|
| 125 |
+
[components.parser.model.tok2vec.grad_scaler_config]
|
| 126 |
+
|
| 127 |
+
[components.parser.model.tok2vec.tokenizer_config]
|
| 128 |
+
use_fast = true
|
| 129 |
+
|
| 130 |
+
[components.parser.model.tok2vec.transformer_config]
|
| 131 |
|
| 132 |
[components.tagger]
|
| 133 |
factory = "tagger"
|
functions.py
CHANGED
|
@@ -1,16 +1,8 @@
|
|
| 1 |
import spacy
|
| 2 |
from spacy.language import Language
|
| 3 |
-
from spacy.lookups import load_lookups
|
| 4 |
-
|
| 5 |
-
import string
|
| 6 |
from typing import List
|
| 7 |
-
|
| 8 |
from spacy.util import registry, compile_suffix_regex
|
| 9 |
|
| 10 |
-
blank_nlp = spacy.blank("la")
|
| 11 |
-
lookups_data = load_lookups(lang=blank_nlp.vocab.lang, tables=["lemma_lookup"])
|
| 12 |
-
LOOKUPS = lookups_data.get_table("lemma_lookup")
|
| 13 |
-
|
| 14 |
que_exceptions = [] # type: List[str]
|
| 15 |
|
| 16 |
# quisque / quique
|
|
@@ -198,6 +190,29 @@ def make_customize_tokenizer():
|
|
| 198 |
return customize_tokenizer
|
| 199 |
|
| 200 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 201 |
@Language.component(name="lookup_lemmatizer")
|
| 202 |
def make_lookup_lemmatizer_function(doc):
|
| 203 |
for token in doc:
|
|
@@ -220,3 +235,6 @@ def make_lookup_lemmatizer_function(doc):
|
|
| 220 |
if token.text[0].isupper() and token.text not in LOOKUPS:
|
| 221 |
token.lemma_ = LOOKUPS.get(token.text.lower(), token.lemma_)
|
| 222 |
return doc
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
import spacy
|
| 2 |
from spacy.language import Language
|
|
|
|
|
|
|
|
|
|
| 3 |
from typing import List
|
|
|
|
| 4 |
from spacy.util import registry, compile_suffix_regex
|
| 5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6 |
que_exceptions = [] # type: List[str]
|
| 7 |
|
| 8 |
# quisque / quique
|
|
|
|
| 190 |
return customize_tokenizer
|
| 191 |
|
| 192 |
|
| 193 |
+
# ----- lookup_lemmatizer ----- #
|
| 194 |
+
from spacy.language import Language
|
| 195 |
+
from spacy.lookups import load_lookups
|
| 196 |
+
from spacy.tokens import Token
|
| 197 |
+
from spacy.lookups import Lookups
|
| 198 |
+
import string
|
| 199 |
+
|
| 200 |
+
blank_nlp = spacy.blank("la")
|
| 201 |
+
lookups = Lookups()
|
| 202 |
+
|
| 203 |
+
try:
|
| 204 |
+
lookups_data = load_lookups(lang=blank_nlp.vocab.lang, tables=["lemma_lookup"])
|
| 205 |
+
except:
|
| 206 |
+
lookups_data = lookups.from_disk("scripts/lemmatizer_lookups")
|
| 207 |
+
|
| 208 |
+
LOOKUPS = lookups_data.get_table("lemma_lookup")
|
| 209 |
+
|
| 210 |
+
predicted_lemma_getter = lambda token: token.lemma_
|
| 211 |
+
Token.set_extension(
|
| 212 |
+
"predicted_lemma", getter=predicted_lemma_getter
|
| 213 |
+
) # TODO: test that this works
|
| 214 |
+
|
| 215 |
+
|
| 216 |
@Language.component(name="lookup_lemmatizer")
|
| 217 |
def make_lookup_lemmatizer_function(doc):
|
| 218 |
for token in doc:
|
|
|
|
| 235 |
if token.text[0].isupper() and token.text not in LOOKUPS:
|
| 236 |
token.lemma_ = LOOKUPS.get(token.text.lower(), token.lemma_)
|
| 237 |
return doc
|
| 238 |
+
|
| 239 |
+
|
| 240 |
+
# ---------- #
|
la_core_web_trf-any-py3-none-any.whl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:277475d238ab6b4a9b70acee5cf3a8dfaefae220ba9ab6c8c674b757ea1b897c
|
| 3 |
+
size 2526069269
|
meta.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
"lang":"la",
|
| 3 |
"name":"core_web_trf",
|
| 4 |
-
"version":"3.7.
|
| 5 |
"description":"",
|
| 6 |
"author":"Patrick J. Burns; with Nora Bernhardt [ner], Tim Geelhaar [tagger, morphologizer, parser, ner], Vincent Koch [ner]",
|
| 7 |
"email":"[email protected]",
|
|
@@ -32,6 +32,7 @@
|
|
| 32 |
"adjective",
|
| 33 |
"adverb",
|
| 34 |
"conjunction",
|
|
|
|
| 35 |
"interjection",
|
| 36 |
"noun",
|
| 37 |
"number",
|
|
@@ -639,6 +640,7 @@
|
|
| 639 |
"Case=Gen|Number=Sing|POS=PRON|Person=1",
|
| 640 |
"Case=Voc|Gender=Fem|Number=Sing|POS=PROPN",
|
| 641 |
"Case=Dat|Gender=Neut|Number=Plur|POS=PROPN",
|
|
|
|
| 642 |
"Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin|Voice=Pass",
|
| 643 |
"Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
|
| 644 |
"Case=Loc|Gender=Fem|Number=Sing|POS=NOUN",
|
|
@@ -687,6 +689,7 @@
|
|
| 687 |
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 688 |
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 689 |
"Gender=Fem|Number=Plur|POS=ADJ",
|
|
|
|
| 690 |
"Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3",
|
| 691 |
"Case=Acc|Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part",
|
| 692 |
"Case=Nom|Gender=Fem|Number=Plur|POS=X",
|
|
@@ -831,211 +834,211 @@
|
|
| 831 |
|
| 832 |
],
|
| 833 |
"performance":{
|
| 834 |
-
"ents_f":0.
|
| 835 |
-
"ents_p":0.
|
| 836 |
-
"ents_r":0.
|
| 837 |
"ents_per_type":{
|
| 838 |
"PERSON":{
|
| 839 |
-
"p":0.
|
| 840 |
-
"r":0.
|
| 841 |
-
"f":0.
|
| 842 |
},
|
| 843 |
"LOC":{
|
| 844 |
-
"p":0.
|
| 845 |
-
"r":0.
|
| 846 |
-
"f":0.
|
| 847 |
},
|
| 848 |
"NORP":{
|
| 849 |
-
"p":
|
| 850 |
-
"r":0.
|
| 851 |
-
"f":0.
|
| 852 |
}
|
| 853 |
},
|
| 854 |
-
"transformer_loss":
|
| 855 |
-
"ner_loss":
|
| 856 |
-
"tag_acc":0.
|
| 857 |
-
"pos_acc":0.
|
| 858 |
-
"morph_acc":0.
|
| 859 |
"morph_per_feat":{
|
| 860 |
"Case":{
|
| 861 |
-
"p":0.
|
| 862 |
-
"r":0.
|
| 863 |
-
"f":0.
|
| 864 |
},
|
| 865 |
"Gender":{
|
| 866 |
-
"p":0.
|
| 867 |
-
"r":0.
|
| 868 |
-
"f":0.
|
| 869 |
},
|
| 870 |
"Number":{
|
| 871 |
-
"p":0.
|
| 872 |
-
"r":0.
|
| 873 |
-
"f":0.
|
| 874 |
},
|
| 875 |
"Mood":{
|
| 876 |
-
"p":0.
|
| 877 |
-
"r":0.
|
| 878 |
-
"f":0.
|
| 879 |
},
|
| 880 |
"Person":{
|
| 881 |
-
"p":0.
|
| 882 |
-
"r":0.
|
| 883 |
-
"f":0.
|
| 884 |
},
|
| 885 |
"Tense":{
|
| 886 |
-
"p":0.
|
| 887 |
-
"r":0.
|
| 888 |
-
"f":0.
|
| 889 |
},
|
| 890 |
"VerbForm":{
|
| 891 |
-
"p":0.
|
| 892 |
-
"r":0.
|
| 893 |
-
"f":0.
|
| 894 |
},
|
| 895 |
"Voice":{
|
| 896 |
-
"p":0.
|
| 897 |
-
"r":0.
|
| 898 |
-
"f":0.
|
| 899 |
}
|
| 900 |
},
|
| 901 |
-
"lemma_acc":0.
|
| 902 |
-
"dep_uas":0.
|
| 903 |
-
"dep_las":0.
|
| 904 |
"dep_las_per_type":{
|
| 905 |
"root":{
|
| 906 |
-
"p":0.
|
| 907 |
-
"r":0.
|
| 908 |
-
"f":0.
|
| 909 |
},
|
| 910 |
"cop":{
|
| 911 |
-
"p":0.
|
| 912 |
-
"r":0.
|
| 913 |
-
"f":0.
|
| 914 |
},
|
| 915 |
"nsubj":{
|
| 916 |
-
"p":0.
|
| 917 |
-
"r":0.
|
| 918 |
-
"f":0.
|
| 919 |
},
|
| 920 |
"nmod":{
|
| 921 |
-
"p":0.
|
| 922 |
-
"r":0.
|
| 923 |
-
"f":0.
|
| 924 |
},
|
| 925 |
"obj":{
|
| 926 |
-
"p":0.
|
| 927 |
-
"r":0.
|
| 928 |
-
"f":0.
|
| 929 |
},
|
| 930 |
"det":{
|
| 931 |
-
"p":0.
|
| 932 |
-
"r":0.
|
| 933 |
-
"f":0.
|
| 934 |
},
|
| 935 |
"cc":{
|
| 936 |
-
"p":0.
|
| 937 |
-
"r":0.
|
| 938 |
-
"f":0.
|
| 939 |
},
|
| 940 |
"conj":{
|
| 941 |
-
"p":0.
|
| 942 |
-
"r":0.
|
| 943 |
-
"f":0.
|
| 944 |
},
|
| 945 |
"nummod":{
|
| 946 |
-
"p":0.
|
| 947 |
-
"r":0.
|
| 948 |
-
"f":0.
|
| 949 |
},
|
| 950 |
"case":{
|
| 951 |
-
"p":0.
|
| 952 |
-
"r":0.
|
| 953 |
-
"f":0.
|
| 954 |
},
|
| 955 |
"obl":{
|
| 956 |
-
"p":0.
|
| 957 |
-
"r":0.
|
| 958 |
-
"f":0.
|
| 959 |
},
|
| 960 |
"acl":{
|
| 961 |
-
"p":0.
|
| 962 |
-
"r":0.
|
| 963 |
-
"f":0.
|
| 964 |
},
|
| 965 |
"ccomp":{
|
| 966 |
-
"p":0.
|
| 967 |
-
"r":0.
|
| 968 |
-
"f":0.
|
| 969 |
},
|
| 970 |
"acl:relcl":{
|
| 971 |
-
"p":0.
|
| 972 |
-
"r":0.
|
| 973 |
-
"f":0.
|
| 974 |
},
|
| 975 |
"advmod":{
|
| 976 |
-
"p":0.
|
| 977 |
-
"r":0.
|
| 978 |
-
"f":0.
|
| 979 |
},
|
| 980 |
"mark":{
|
| 981 |
-
"p":0.
|
| 982 |
-
"r":0.
|
| 983 |
-
"f":0.
|
| 984 |
},
|
| 985 |
"xcomp":{
|
| 986 |
-
"p":0.
|
| 987 |
-
"r":0.
|
| 988 |
-
"f":0.
|
| 989 |
},
|
| 990 |
"csubj:pass":{
|
| 991 |
-
"p":0.
|
| 992 |
-
"r":0.
|
| 993 |
-
"f":0.
|
| 994 |
},
|
| 995 |
"advmod:lmod":{
|
| 996 |
-
"p":0.
|
| 997 |
-
"r":0.
|
| 998 |
-
"f":0.
|
| 999 |
},
|
| 1000 |
"obl:arg":{
|
| 1001 |
-
"p":0.
|
| 1002 |
-
"r":0.
|
| 1003 |
-
"f":0.
|
| 1004 |
},
|
| 1005 |
"csubj":{
|
| 1006 |
-
"p":0.
|
| 1007 |
"r":0.763322884,
|
| 1008 |
-
"f":0.
|
| 1009 |
},
|
| 1010 |
"discourse":{
|
| 1011 |
-
"p":0.
|
| 1012 |
-
"r":0.
|
| 1013 |
-
"f":0.
|
| 1014 |
},
|
| 1015 |
"advcl":{
|
| 1016 |
-
"p":0.
|
| 1017 |
-
"r":0.
|
| 1018 |
-
"f":0.
|
| 1019 |
},
|
| 1020 |
"nsubj:pass":{
|
| 1021 |
-
"p":0.
|
| 1022 |
-
"r":0.
|
| 1023 |
-
"f":0.
|
| 1024 |
},
|
| 1025 |
"advmod:tmod":{
|
| 1026 |
-
"p":0.
|
| 1027 |
-
"r":0.
|
| 1028 |
-
"f":0.
|
| 1029 |
},
|
| 1030 |
"advmod:emph":{
|
| 1031 |
-
"p":0.
|
| 1032 |
-
"r":0.
|
| 1033 |
-
"f":0.
|
| 1034 |
},
|
| 1035 |
"amod":{
|
| 1036 |
-
"p":0.
|
| 1037 |
-
"r":0.
|
| 1038 |
-
"f":0.
|
| 1039 |
},
|
| 1040 |
"conj:expl":{
|
| 1041 |
"p":0.4375,
|
|
@@ -1043,84 +1046,89 @@
|
|
| 1043 |
"f":0.3566878981
|
| 1044 |
},
|
| 1045 |
"advmod:neg":{
|
| 1046 |
-
"p":0.
|
| 1047 |
-
"r":0.
|
| 1048 |
-
"f":0.
|
| 1049 |
},
|
| 1050 |
"advcl:cmp":{
|
| 1051 |
-
"p":0.
|
| 1052 |
"r":0.6084337349,
|
| 1053 |
-
"f":0.
|
| 1054 |
},
|
| 1055 |
"nsubj:outer":{
|
| 1056 |
-
"p":0.
|
| 1057 |
-
"r":0.
|
| 1058 |
-
"f":0.
|
| 1059 |
-
},
|
| 1060 |
-
"dep":{
|
| 1061 |
-
"p":0.0,
|
| 1062 |
-
"r":0.0,
|
| 1063 |
-
"f":0.0
|
| 1064 |
},
|
| 1065 |
"advcl:abs":{
|
| 1066 |
-
"p":0.
|
| 1067 |
"r":0.8440111421,
|
| 1068 |
-
"f":0.
|
| 1069 |
},
|
| 1070 |
"aux:pass":{
|
| 1071 |
-
"p":0.
|
| 1072 |
"r":0.9575551783,
|
| 1073 |
-
"f":0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1074 |
},
|
| 1075 |
"orphan":{
|
| 1076 |
-
"p":0.
|
| 1077 |
-
"r":0.
|
| 1078 |
-
"f":0.
|
| 1079 |
},
|
| 1080 |
"aux":{
|
| 1081 |
-
"p":0.
|
| 1082 |
-
"r":0.
|
| 1083 |
-
"f":0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1084 |
},
|
| 1085 |
"fixed":{
|
| 1086 |
-
"p":0.
|
| 1087 |
-
"r":0.
|
| 1088 |
-
"f":0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1089 |
},
|
| 1090 |
"vocative":{
|
| 1091 |
"p":0.6862745098,
|
| 1092 |
"r":0.5737704918,
|
| 1093 |
"f":0.625
|
| 1094 |
},
|
| 1095 |
-
"
|
| 1096 |
-
"p":0.
|
| 1097 |
-
"r":0.
|
| 1098 |
-
"f":0.
|
| 1099 |
-
},
|
| 1100 |
-
"advcl:pred":{
|
| 1101 |
-
"p":0.2676056338,
|
| 1102 |
-
"r":0.1061452514,
|
| 1103 |
-
"f":0.152
|
| 1104 |
},
|
| 1105 |
"dislocated:obj":{
|
| 1106 |
-
"p":0.
|
| 1107 |
"r":0.7731958763,
|
| 1108 |
-
"f":0.
|
| 1109 |
-
},
|
| 1110 |
-
"parataxis":{
|
| 1111 |
-
"p":0.4615384615,
|
| 1112 |
-
"r":0.375,
|
| 1113 |
-
"f":0.4137931034
|
| 1114 |
-
},
|
| 1115 |
-
"flat":{
|
| 1116 |
-
"p":0.8403361345,
|
| 1117 |
-
"r":0.7751937984,
|
| 1118 |
-
"f":0.8064516129
|
| 1119 |
},
|
| 1120 |
"reparandum":{
|
| 1121 |
-
"p":0.
|
| 1122 |
"r":0.0833333333,
|
| 1123 |
-
"f":0.
|
| 1124 |
},
|
| 1125 |
"dislocated:nsubj":{
|
| 1126 |
"p":0.0,
|
|
@@ -1132,30 +1140,25 @@
|
|
| 1132 |
"r":0.0,
|
| 1133 |
"f":0.0
|
| 1134 |
},
|
| 1135 |
-
"
|
| 1136 |
-
"p":0.
|
| 1137 |
-
"r":0.
|
| 1138 |
-
"f":0.
|
| 1139 |
},
|
| 1140 |
"flat:name":{
|
| 1141 |
-
"p":0.
|
| 1142 |
"r":0.8965517241,
|
| 1143 |
-
"f":0.
|
| 1144 |
-
},
|
| 1145 |
-
"obl:agent":{
|
| 1146 |
-
"p":0.575,
|
| 1147 |
-
"r":0.2277227723,
|
| 1148 |
-
"f":0.3262411348
|
| 1149 |
},
|
| 1150 |
"flat:foreign":{
|
| 1151 |
-
"p":0.
|
| 1152 |
"r":1.0,
|
| 1153 |
-
"f":0.
|
| 1154 |
},
|
| 1155 |
"obl:tmod":{
|
| 1156 |
-
"p":0.
|
| 1157 |
"r":0.125,
|
| 1158 |
-
"f":0.
|
| 1159 |
},
|
| 1160 |
"obl:lmod":{
|
| 1161 |
"p":0.0,
|
|
@@ -1163,9 +1166,9 @@
|
|
| 1163 |
"f":0.0
|
| 1164 |
},
|
| 1165 |
"ccomp:reported":{
|
| 1166 |
-
"p":0.
|
| 1167 |
-
"r":0.
|
| 1168 |
-
"f":0.
|
| 1169 |
},
|
| 1170 |
"parataxis:reporting":{
|
| 1171 |
"p":0.0,
|
|
@@ -1203,13 +1206,13 @@
|
|
| 1203 |
"f":0.0
|
| 1204 |
}
|
| 1205 |
},
|
| 1206 |
-
"sents_p":0.
|
| 1207 |
-
"sents_r":0.
|
| 1208 |
-
"sents_f":0.
|
| 1209 |
-
"tagger_loss":
|
| 1210 |
-
"morphologizer_loss":
|
| 1211 |
-
"trainable_lemmatizer_loss":
|
| 1212 |
-
"parser_loss":
|
| 1213 |
},
|
| 1214 |
"sources":[
|
| 1215 |
"UD_Latin-Perseus",
|
|
@@ -1219,6 +1222,7 @@
|
|
| 1219 |
"UD_Latin-UDante"
|
| 1220 |
],
|
| 1221 |
"requirements":[
|
|
|
|
| 1222 |
"spacy-transformers>=1.3.5,<1.4.0"
|
| 1223 |
]
|
| 1224 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"lang":"la",
|
| 3 |
"name":"core_web_trf",
|
| 4 |
+
"version":"3.7.6",
|
| 5 |
"description":"",
|
| 6 |
"author":"Patrick J. Burns; with Nora Bernhardt [ner], Tim Geelhaar [tagger, morphologizer, parser, ner], Vincent Koch [ner]",
|
| 7 |
"email":"[email protected]",
|
|
|
|
| 32 |
"adjective",
|
| 33 |
"adverb",
|
| 34 |
"conjunction",
|
| 35 |
+
"determiner",
|
| 36 |
"interjection",
|
| 37 |
"noun",
|
| 38 |
"number",
|
|
|
|
| 640 |
"Case=Gen|Number=Sing|POS=PRON|Person=1",
|
| 641 |
"Case=Voc|Gender=Fem|Number=Sing|POS=PROPN",
|
| 642 |
"Case=Dat|Gender=Neut|Number=Plur|POS=PROPN",
|
| 643 |
+
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 644 |
"Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin|Voice=Pass",
|
| 645 |
"Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
|
| 646 |
"Case=Loc|Gender=Fem|Number=Sing|POS=NOUN",
|
|
|
|
| 689 |
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 690 |
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 691 |
"Gender=Fem|Number=Plur|POS=ADJ",
|
| 692 |
+
"POS=VERB|Tense=Pres|VerbForm=Inf",
|
| 693 |
"Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3",
|
| 694 |
"Case=Acc|Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part",
|
| 695 |
"Case=Nom|Gender=Fem|Number=Plur|POS=X",
|
|
|
|
| 834 |
|
| 835 |
],
|
| 836 |
"performance":{
|
| 837 |
+
"ents_f":0.947678703,
|
| 838 |
+
"ents_p":0.9546354339,
|
| 839 |
+
"ents_r":0.9408226305,
|
| 840 |
"ents_per_type":{
|
| 841 |
"PERSON":{
|
| 842 |
+
"p":0.9693645208,
|
| 843 |
+
"r":0.9541564792,
|
| 844 |
+
"f":0.9617003799
|
| 845 |
},
|
| 846 |
"LOC":{
|
| 847 |
+
"p":0.8880994671,
|
| 848 |
+
"r":0.8833922261,
|
| 849 |
+
"f":0.8857395926
|
| 850 |
},
|
| 851 |
"NORP":{
|
| 852 |
+
"p":0.9904761905,
|
| 853 |
+
"r":0.9369369369,
|
| 854 |
+
"f":0.962962963
|
| 855 |
}
|
| 856 |
},
|
| 857 |
+
"transformer_loss":39542.4259041837,
|
| 858 |
+
"ner_loss":86.9198837828,
|
| 859 |
+
"tag_acc":0.9649296122,
|
| 860 |
+
"pos_acc":0.9829896358,
|
| 861 |
+
"morph_acc":0.9568359544,
|
| 862 |
"morph_per_feat":{
|
| 863 |
"Case":{
|
| 864 |
+
"p":0.9621140517,
|
| 865 |
+
"r":0.9579640812,
|
| 866 |
+
"f":0.9600345817
|
| 867 |
},
|
| 868 |
"Gender":{
|
| 869 |
+
"p":0.96884072,
|
| 870 |
+
"r":0.9651582339,
|
| 871 |
+
"f":0.9669959711
|
| 872 |
},
|
| 873 |
"Number":{
|
| 874 |
+
"p":0.9882914319,
|
| 875 |
+
"r":0.98518503,
|
| 876 |
+
"f":0.9867357861
|
| 877 |
},
|
| 878 |
"Mood":{
|
| 879 |
+
"p":0.9840446359,
|
| 880 |
+
"r":0.982505864,
|
| 881 |
+
"f":0.9832746479
|
| 882 |
},
|
| 883 |
"Person":{
|
| 884 |
+
"p":0.9934610355,
|
| 885 |
+
"r":0.9920872705,
|
| 886 |
+
"f":0.9927736777
|
| 887 |
},
|
| 888 |
"Tense":{
|
| 889 |
+
"p":0.976046915,
|
| 890 |
+
"r":0.9767730203,
|
| 891 |
+
"f":0.9764098327
|
| 892 |
},
|
| 893 |
"VerbForm":{
|
| 894 |
+
"p":0.9853009644,
|
| 895 |
+
"r":0.9810596026,
|
| 896 |
+
"f":0.9831757093
|
| 897 |
},
|
| 898 |
"Voice":{
|
| 899 |
+
"p":0.9817962212,
|
| 900 |
+
"r":0.9851960869,
|
| 901 |
+
"f":0.9834932158
|
| 902 |
}
|
| 903 |
},
|
| 904 |
+
"lemma_acc":0.9525518858,
|
| 905 |
+
"dep_uas":0.8847980068,
|
| 906 |
+
"dep_las":0.844676641,
|
| 907 |
"dep_las_per_type":{
|
| 908 |
"root":{
|
| 909 |
+
"p":0.9244532803,
|
| 910 |
+
"r":0.9175619382,
|
| 911 |
+
"f":0.9209947183
|
| 912 |
},
|
| 913 |
"cop":{
|
| 914 |
+
"p":0.8362790698,
|
| 915 |
+
"r":0.8565983802,
|
| 916 |
+
"f":0.8463167804
|
| 917 |
},
|
| 918 |
"nsubj":{
|
| 919 |
+
"p":0.8507099391,
|
| 920 |
+
"r":0.8474439281,
|
| 921 |
+
"f":0.8490737929
|
| 922 |
},
|
| 923 |
"nmod":{
|
| 924 |
+
"p":0.8432888264,
|
| 925 |
+
"r":0.831792976,
|
| 926 |
+
"f":0.837501454
|
| 927 |
},
|
| 928 |
"obj":{
|
| 929 |
+
"p":0.8534423995,
|
| 930 |
+
"r":0.8534423995,
|
| 931 |
+
"f":0.8534423995
|
| 932 |
},
|
| 933 |
"det":{
|
| 934 |
+
"p":0.9289997601,
|
| 935 |
+
"r":0.9339281408,
|
| 936 |
+
"f":0.9314574315
|
| 937 |
},
|
| 938 |
"cc":{
|
| 939 |
+
"p":0.9029636711,
|
| 940 |
+
"r":0.9147699758,
|
| 941 |
+
"f":0.9088284821
|
| 942 |
},
|
| 943 |
"conj":{
|
| 944 |
+
"p":0.7633358377,
|
| 945 |
+
"r":0.765060241,
|
| 946 |
+
"f":0.7641970666
|
| 947 |
},
|
| 948 |
"nummod":{
|
| 949 |
+
"p":0.9273504274,
|
| 950 |
+
"r":0.9333333333,
|
| 951 |
+
"f":0.9303322615
|
| 952 |
},
|
| 953 |
"case":{
|
| 954 |
+
"p":0.9754917768,
|
| 955 |
+
"r":0.9819834442,
|
| 956 |
+
"f":0.9787268462
|
| 957 |
},
|
| 958 |
"obl":{
|
| 959 |
+
"p":0.7992770167,
|
| 960 |
+
"r":0.8219526511,
|
| 961 |
+
"f":0.8104562554
|
| 962 |
},
|
| 963 |
"acl":{
|
| 964 |
+
"p":0.7413308341,
|
| 965 |
+
"r":0.6743393009,
|
| 966 |
+
"f":0.70625
|
| 967 |
},
|
| 968 |
"ccomp":{
|
| 969 |
+
"p":0.6262254902,
|
| 970 |
+
"r":0.641959799,
|
| 971 |
+
"f":0.6339950372
|
| 972 |
},
|
| 973 |
"acl:relcl":{
|
| 974 |
+
"p":0.7034617897,
|
| 975 |
+
"r":0.6988968202,
|
| 976 |
+
"f":0.701171875
|
| 977 |
},
|
| 978 |
"advmod":{
|
| 979 |
+
"p":0.7974038016,
|
| 980 |
+
"r":0.7992565056,
|
| 981 |
+
"f":0.7983290787
|
| 982 |
},
|
| 983 |
"mark":{
|
| 984 |
+
"p":0.8836696091,
|
| 985 |
+
"r":0.8751170777,
|
| 986 |
+
"f":0.879372549
|
| 987 |
},
|
| 988 |
"xcomp":{
|
| 989 |
+
"p":0.8135860979,
|
| 990 |
+
"r":0.7779456193,
|
| 991 |
+
"f":0.7953667954
|
| 992 |
},
|
| 993 |
"csubj:pass":{
|
| 994 |
+
"p":0.7046632124,
|
| 995 |
+
"r":0.6476190476,
|
| 996 |
+
"f":0.6749379653
|
| 997 |
},
|
| 998 |
"advmod:lmod":{
|
| 999 |
+
"p":0.896797153,
|
| 1000 |
+
"r":0.8600682594,
|
| 1001 |
+
"f":0.8780487805
|
| 1002 |
},
|
| 1003 |
"obl:arg":{
|
| 1004 |
+
"p":0.8137304392,
|
| 1005 |
+
"r":0.8043912176,
|
| 1006 |
+
"f":0.809033877
|
| 1007 |
},
|
| 1008 |
"csubj":{
|
| 1009 |
+
"p":0.7334337349,
|
| 1010 |
"r":0.763322884,
|
| 1011 |
+
"f":0.7480798771
|
| 1012 |
},
|
| 1013 |
"discourse":{
|
| 1014 |
+
"p":0.8848829855,
|
| 1015 |
+
"r":0.8876903553,
|
| 1016 |
+
"f":0.8862844473
|
| 1017 |
},
|
| 1018 |
"advcl":{
|
| 1019 |
+
"p":0.6790653314,
|
| 1020 |
+
"r":0.6966731898,
|
| 1021 |
+
"f":0.6877565805
|
| 1022 |
},
|
| 1023 |
"nsubj:pass":{
|
| 1024 |
+
"p":0.8203125,
|
| 1025 |
+
"r":0.843373494,
|
| 1026 |
+
"f":0.8316831683
|
| 1027 |
},
|
| 1028 |
"advmod:tmod":{
|
| 1029 |
+
"p":0.7389380531,
|
| 1030 |
+
"r":0.7660550459,
|
| 1031 |
+
"f":0.7522522523
|
| 1032 |
},
|
| 1033 |
"advmod:emph":{
|
| 1034 |
+
"p":0.7091836735,
|
| 1035 |
+
"r":0.695,
|
| 1036 |
+
"f":0.702020202
|
| 1037 |
},
|
| 1038 |
"amod":{
|
| 1039 |
+
"p":0.8843806104,
|
| 1040 |
+
"r":0.8875675676,
|
| 1041 |
+
"f":0.885971223
|
| 1042 |
},
|
| 1043 |
"conj:expl":{
|
| 1044 |
"p":0.4375,
|
|
|
|
| 1046 |
"f":0.3566878981
|
| 1047 |
},
|
| 1048 |
"advmod:neg":{
|
| 1049 |
+
"p":0.891634981,
|
| 1050 |
+
"r":0.8933333333,
|
| 1051 |
+
"f":0.8924833492
|
| 1052 |
},
|
| 1053 |
"advcl:cmp":{
|
| 1054 |
+
"p":0.6405919662,
|
| 1055 |
"r":0.6084337349,
|
| 1056 |
+
"f":0.6240988671
|
| 1057 |
},
|
| 1058 |
"nsubj:outer":{
|
| 1059 |
+
"p":0.3333333333,
|
| 1060 |
+
"r":0.3684210526,
|
| 1061 |
+
"f":0.35
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1062 |
},
|
| 1063 |
"advcl:abs":{
|
| 1064 |
+
"p":0.8487394958,
|
| 1065 |
"r":0.8440111421,
|
| 1066 |
+
"f":0.8463687151
|
| 1067 |
},
|
| 1068 |
"aux:pass":{
|
| 1069 |
+
"p":0.9431438127,
|
| 1070 |
"r":0.9575551783,
|
| 1071 |
+
"f":0.950294861
|
| 1072 |
+
},
|
| 1073 |
+
"dep":{
|
| 1074 |
+
"p":0.0,
|
| 1075 |
+
"r":0.0,
|
| 1076 |
+
"f":0.0
|
| 1077 |
+
},
|
| 1078 |
+
"advcl:pred":{
|
| 1079 |
+
"p":0.3203883495,
|
| 1080 |
+
"r":0.1843575419,
|
| 1081 |
+
"f":0.2340425532
|
| 1082 |
},
|
| 1083 |
"orphan":{
|
| 1084 |
+
"p":0.5263157895,
|
| 1085 |
+
"r":0.3703703704,
|
| 1086 |
+
"f":0.4347826087
|
| 1087 |
},
|
| 1088 |
"aux":{
|
| 1089 |
+
"p":0.8865248227,
|
| 1090 |
+
"r":0.8992805755,
|
| 1091 |
+
"f":0.8928571429
|
| 1092 |
+
},
|
| 1093 |
+
"appos":{
|
| 1094 |
+
"p":0.9255813953,
|
| 1095 |
+
"r":0.8917102315,
|
| 1096 |
+
"f":0.9083301636
|
| 1097 |
},
|
| 1098 |
"fixed":{
|
| 1099 |
+
"p":0.955,
|
| 1100 |
+
"r":0.8842592593,
|
| 1101 |
+
"f":0.9182692308
|
| 1102 |
+
},
|
| 1103 |
+
"parataxis":{
|
| 1104 |
+
"p":0.4705882353,
|
| 1105 |
+
"r":0.3333333333,
|
| 1106 |
+
"f":0.3902439024
|
| 1107 |
+
},
|
| 1108 |
+
"flat":{
|
| 1109 |
+
"p":0.8398268398,
|
| 1110 |
+
"r":0.7519379845,
|
| 1111 |
+
"f":0.7934560327
|
| 1112 |
},
|
| 1113 |
"vocative":{
|
| 1114 |
"p":0.6862745098,
|
| 1115 |
"r":0.5737704918,
|
| 1116 |
"f":0.625
|
| 1117 |
},
|
| 1118 |
+
"dislocated":{
|
| 1119 |
+
"p":0.3333333333,
|
| 1120 |
+
"r":0.0967741935,
|
| 1121 |
+
"f":0.15
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1122 |
},
|
| 1123 |
"dislocated:obj":{
|
| 1124 |
+
"p":0.7978723404,
|
| 1125 |
"r":0.7731958763,
|
| 1126 |
+
"f":0.7853403141
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1127 |
},
|
| 1128 |
"reparandum":{
|
| 1129 |
+
"p":0.2,
|
| 1130 |
"r":0.0833333333,
|
| 1131 |
+
"f":0.1176470588
|
| 1132 |
},
|
| 1133 |
"dislocated:nsubj":{
|
| 1134 |
"p":0.0,
|
|
|
|
| 1140 |
"r":0.0,
|
| 1141 |
"f":0.0
|
| 1142 |
},
|
| 1143 |
+
"obl:agent":{
|
| 1144 |
+
"p":0.5344827586,
|
| 1145 |
+
"r":0.3069306931,
|
| 1146 |
+
"f":0.3899371069
|
| 1147 |
},
|
| 1148 |
"flat:name":{
|
| 1149 |
+
"p":0.7428571429,
|
| 1150 |
"r":0.8965517241,
|
| 1151 |
+
"f":0.8125
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1152 |
},
|
| 1153 |
"flat:foreign":{
|
| 1154 |
+
"p":0.375,
|
| 1155 |
"r":1.0,
|
| 1156 |
+
"f":0.5454545455
|
| 1157 |
},
|
| 1158 |
"obl:tmod":{
|
| 1159 |
+
"p":0.1666666667,
|
| 1160 |
"r":0.125,
|
| 1161 |
+
"f":0.1428571429
|
| 1162 |
},
|
| 1163 |
"obl:lmod":{
|
| 1164 |
"p":0.0,
|
|
|
|
| 1166 |
"f":0.0
|
| 1167 |
},
|
| 1168 |
"ccomp:reported":{
|
| 1169 |
+
"p":0.3846153846,
|
| 1170 |
+
"r":0.4347826087,
|
| 1171 |
+
"f":0.4081632653
|
| 1172 |
},
|
| 1173 |
"parataxis:reporting":{
|
| 1174 |
"p":0.0,
|
|
|
|
| 1206 |
"f":0.0
|
| 1207 |
}
|
| 1208 |
},
|
| 1209 |
+
"sents_p":0.9466254963,
|
| 1210 |
+
"sents_r":0.9410217058,
|
| 1211 |
+
"sents_f":0.9438152831,
|
| 1212 |
+
"tagger_loss":410.2069541283,
|
| 1213 |
+
"morphologizer_loss":3486.0300176998,
|
| 1214 |
+
"trainable_lemmatizer_loss":3499.3652743734,
|
| 1215 |
+
"parser_loss":27590.0109430107
|
| 1216 |
},
|
| 1217 |
"sources":[
|
| 1218 |
"UD_Latin-Perseus",
|
|
|
|
| 1222 |
"UD_Latin-UDante"
|
| 1223 |
],
|
| 1224 |
"requirements":[
|
| 1225 |
+
"spacy_lookups_data @ git+https://github.com/diyclassics/spacy-lookups-data.git#egg=spacy-lookups-data",
|
| 1226 |
"spacy-transformers>=1.3.5,<1.4.0"
|
| 1227 |
]
|
| 1228 |
}
|
morphologizer/cfg
CHANGED
|
@@ -597,6 +597,7 @@
|
|
| 597 |
"Case=Gen|Number=Sing|POS=PRON|Person=1":"Case=Gen|Number=Sing|Person=1",
|
| 598 |
"Case=Voc|Gender=Fem|Number=Sing|POS=PROPN":"Case=Voc|Gender=Fem|Number=Sing",
|
| 599 |
"Case=Dat|Gender=Neut|Number=Plur|POS=PROPN":"Case=Dat|Gender=Neut|Number=Plur",
|
|
|
|
| 600 |
"Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin|Voice=Pass":"Mood=Sub|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin|Voice=Pass",
|
| 601 |
"Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
|
| 602 |
"Case=Loc|Gender=Fem|Number=Sing|POS=NOUN":"Case=Loc|Gender=Fem|Number=Sing",
|
|
@@ -645,6 +646,7 @@
|
|
| 645 |
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act":"Mood=Ind|Number=Plur|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 646 |
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act":"Mood=Ind|Number=Sing|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 647 |
"Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
|
|
|
|
| 648 |
"Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3":"Case=Nom|Gender=Fem|Number=Plur|Person=3",
|
| 649 |
"Case=Acc|Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part":"Case=Acc|Gender=Masc|Number=Sing|VerbForm=Part",
|
| 650 |
"Case=Nom|Gender=Fem|Number=Plur|POS=X":"Case=Nom|Gender=Fem|Number=Plur",
|
|
@@ -1302,6 +1304,7 @@
|
|
| 1302 |
"Case=Gen|Number=Sing|POS=PRON|Person=1":95,
|
| 1303 |
"Case=Voc|Gender=Fem|Number=Sing|POS=PROPN":96,
|
| 1304 |
"Case=Dat|Gender=Neut|Number=Plur|POS=PROPN":96,
|
|
|
|
| 1305 |
"Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin|Voice=Pass":100,
|
| 1306 |
"Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
|
| 1307 |
"Case=Loc|Gender=Fem|Number=Sing|POS=NOUN":92,
|
|
@@ -1350,6 +1353,7 @@
|
|
| 1350 |
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act":100,
|
| 1351 |
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act":100,
|
| 1352 |
"Gender=Fem|Number=Plur|POS=ADJ":84,
|
|
|
|
| 1353 |
"Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3":95,
|
| 1354 |
"Case=Acc|Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part":87,
|
| 1355 |
"Case=Nom|Gender=Fem|Number=Plur|POS=X":101,
|
|
|
|
| 597 |
"Case=Gen|Number=Sing|POS=PRON|Person=1":"Case=Gen|Number=Sing|Person=1",
|
| 598 |
"Case=Voc|Gender=Fem|Number=Sing|POS=PROPN":"Case=Voc|Gender=Fem|Number=Sing",
|
| 599 |
"Case=Dat|Gender=Neut|Number=Plur|POS=PROPN":"Case=Dat|Gender=Neut|Number=Plur",
|
| 600 |
+
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act":"Mood=Ind|Number=Sing|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 601 |
"Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin|Voice=Pass":"Mood=Sub|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin|Voice=Pass",
|
| 602 |
"Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
|
| 603 |
"Case=Loc|Gender=Fem|Number=Sing|POS=NOUN":"Case=Loc|Gender=Fem|Number=Sing",
|
|
|
|
| 646 |
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act":"Mood=Ind|Number=Plur|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 647 |
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act":"Mood=Ind|Number=Sing|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act",
|
| 648 |
"Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
|
| 649 |
+
"POS=VERB|Tense=Pres|VerbForm=Inf":"Tense=Pres|VerbForm=Inf",
|
| 650 |
"Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3":"Case=Nom|Gender=Fem|Number=Plur|Person=3",
|
| 651 |
"Case=Acc|Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part":"Case=Acc|Gender=Masc|Number=Sing|VerbForm=Part",
|
| 652 |
"Case=Nom|Gender=Fem|Number=Plur|POS=X":"Case=Nom|Gender=Fem|Number=Plur",
|
|
|
|
| 1304 |
"Case=Gen|Number=Sing|POS=PRON|Person=1":95,
|
| 1305 |
"Case=Voc|Gender=Fem|Number=Sing|POS=PROPN":96,
|
| 1306 |
"Case=Dat|Gender=Neut|Number=Plur|POS=PROPN":96,
|
| 1307 |
+
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act":87,
|
| 1308 |
"Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin|Voice=Pass":100,
|
| 1309 |
"Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
|
| 1310 |
"Case=Loc|Gender=Fem|Number=Sing|POS=NOUN":92,
|
|
|
|
| 1353 |
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Act":100,
|
| 1354 |
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pqp|VerbForm=Fin|Voice=Act":100,
|
| 1355 |
"Gender=Fem|Number=Plur|POS=ADJ":84,
|
| 1356 |
+
"POS=VERB|Tense=Pres|VerbForm=Inf":100,
|
| 1357 |
"Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3":95,
|
| 1358 |
"Case=Acc|Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part":87,
|
| 1359 |
"Case=Nom|Gender=Fem|Number=Plur|POS=X":101,
|
morphologizer/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:30435d1da8a5f898bd19f5bc6703b9285cc95c49162bc4ab96caac71eed21f23
|
| 3 |
+
size 675109300
|
ner/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:85126f3a3556e73e3599c6df524d948dcad7ba4b862c149964e4f67d26a22bf0
|
| 3 |
+
size 673159757
|
parser/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cc25a9aec0dc6774ce3f44d6ed97df18c23d081f4211faad663c01a882488166
|
| 3 |
+
size 676235346
|
tagger/cfg
CHANGED
|
@@ -13,6 +13,7 @@
|
|
| 13 |
"adjective",
|
| 14 |
"adverb",
|
| 15 |
"conjunction",
|
|
|
|
| 16 |
"interjection",
|
| 17 |
"noun",
|
| 18 |
"number",
|
|
|
|
| 13 |
"adjective",
|
| 14 |
"adverb",
|
| 15 |
"conjunction",
|
| 16 |
+
"determiner",
|
| 17 |
"interjection",
|
| 18 |
"noun",
|
| 19 |
"number",
|
tagger/model
CHANGED
|
Binary files a/tagger/model and b/tagger/model differ
|
|
|
trainable_lemmatizer/cfg
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
trainable_lemmatizer/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b0fa3d6a2f6e6a561668232826877c1fd38cd426400d2efae30530fbbe1498d
|
| 3 |
+
size 32298653
|
trainable_lemmatizer/trees
CHANGED
|
Binary files a/trainable_lemmatizer/trees and b/trainable_lemmatizer/trees differ
|
|
|
transformer/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 672940068
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3f494868ee0533c24cf35ea0819d47f8be396592621c75279b08b140f320648f
|
| 3 |
size 672940068
|
vocab/strings.json
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|