Adriane Boyd
commited on
Commit
•
a6b8354
1
Parent(s):
91f7f10
Update spaCy pipeline
Browse files- .gitattributes +1 -0
- README.md +29 -29
- accuracy.json +150 -150
- lemmatizer/cfg +253 -261
- lemmatizer/model +2 -2
- lemmatizer/trees +0 -0
- meta.json +154 -153
- morphologizer/cfg +2 -0
- morphologizer/model +2 -2
- ner/model +1 -1
- ner/moves +1 -1
- parser/model +1 -1
- parser/moves +1 -1
- pt_core_news_md-any-py3-none-any.whl +2 -2
- senter/model +1 -1
- tok2vec/model +1 -1
- vocab/key2row +0 -0
- vocab/strings.json +2 -2
.gitattributes
CHANGED
@@ -19,3 +19,4 @@
|
|
19 |
*strings.json filter=lfs diff=lfs merge=lfs -text
|
20 |
vectors filter=lfs diff=lfs merge=lfs -text
|
21 |
model filter=lfs diff=lfs merge=lfs -text
|
|
|
|
19 |
*strings.json filter=lfs diff=lfs merge=lfs -text
|
20 |
vectors filter=lfs diff=lfs merge=lfs -text
|
21 |
model filter=lfs diff=lfs merge=lfs -text
|
22 |
+
vocab/key2row filter=lfs diff=lfs merge=lfs -text
|
README.md
CHANGED
@@ -14,62 +14,62 @@ 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 |
### Details: https://spacy.io/models/pt#pt_core_news_md
|
75 |
|
@@ -78,8 +78,8 @@ Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
|
|
78 |
| Feature | Description |
|
79 |
| --- | --- |
|
80 |
| **Name** | `pt_core_news_md` |
|
81 |
-
| **Version** | `3.
|
82 |
-
| **spaCy** | `>=3.
|
83 |
| **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
|
84 |
| **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
|
85 |
| **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
|
@@ -91,11 +91,11 @@ Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
|
|
91 |
|
92 |
<details>
|
93 |
|
94 |
-
<summary>View label scheme (
|
95 |
|
96 |
| Component | Labels |
|
97 |
| --- | --- |
|
98 |
-
| **`morphologizer`** | `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Def\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PUNCT`, `NumType=Card\|POS=NUM`, `POS=ADV`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part`, `POS=ADP`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=SCONJ`, `POS=VERB\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=ADV\|Polarity=Neg`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=X`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Tot`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=CCONJ`, `Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `POS=AUX\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `POS=VERB\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Number=Plur\|POS=AUX\|Person=3\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Art`, `POS=VERB\|VerbForm=Part`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `NumType=Ord\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=SCONJ\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part`, `Gender=Masc\|NumType=Mult\|Number=Sing\|POS=NUM`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Sing\|POS=PROPN\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=VERB\|Person=3\|VerbForm=Inf`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `POS=AUX\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Number=Sing\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|NumType=Frac\|Number=Sing\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Plur\|POS=VERB\|Person=3\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Definite=Def\|POS=SCONJ\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|POS=PRON\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=AUX`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `POS=INTJ`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Emp`, `Case=Acc\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Emp`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Plur\|POS=NOUN\|Voice=Pass`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Acc\|POS=VERB\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=ADJ`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=AUX\|Person=3\|VerbForm=Inf`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=NUM`, `Number=Sing\|POS=NOUN`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PART`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Neg`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Card\|POS=DET`, `Number=Plur\|POS=VERB\|Person=1\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Gender=Masc\|POS=ADJ`, `POS=NOUN`, `POS=AUX\|VerbForm=Ger`, `Case=Dat\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Case=Acc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Emp`, `POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Tot`, `Definite=Def\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|POS=PRON\|PronType=Prs`, `POS=VERB\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Neg`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Acc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=PROPN\|PronType=Art`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=ADJ\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=AUX\|Person=1\|Tense=Past`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADV\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Case=Dat\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=X`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=SCONJ`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Gender=Fem\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `POS=ADP\|PronType=Dem`, `Definite=Def\|Gender=Fem\|POS=ADP\|PronType=Art`, `POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=ADP\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `POS=DET`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Emp`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Art`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=AUX\|Person=1\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=3\|VerbForm=Inf\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem,Masc\|Number=Sing\|POS=PROPN`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=NUM`, `POS=PRON\|PronType=Neg`, `Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Dem`, `POS=SYM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=X`, `Case=Dat\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|NumType=Sets\|Number=Sing\|POS=NUM`, `Foreign=Yes\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|POS=AUX\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=PRON\|PronType=Int`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=SCONJ\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Prs`, `Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Ind`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Number=Sing\|POS=VERB`, `Number=Sing\|POS=DET`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin\|Voice=Pass`, `NumType=Mult\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Neg`, `Mood=Ind\|POS=VERB\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Rel`, `Case=Acc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=ADV\|Polarity=Neg`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=VERB\|Person=1\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|POS=ADP\|PronType=Art`, `Gender=Masc\|POS=NOUN`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=SCONJ\|PronType=Art`, `POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=ADV\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Tot`, `Number=Sing\|POS=DET\|PronType=Rel`, `Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=DET\|PronType=Tot`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Range\|POS=NUM`, `Case=Dat\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Dat\|Gender=Masc\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=1\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=SCONJ\|PronType=Dem`, `NumType=Frac\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Ind`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADV\|PronType=Rel`, `Mood=Cnd\|POS=VERB\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Ind`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf\|Voice=Pass`, `POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Number=Sing\|POS=X`, `POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Gender=Masc\|Number=Sing\|POS=ADV\|PronType=Int`, `Case=Dat\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Int`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|POS=AUX\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Fem\|POS=AUX\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Fem\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=X`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Fem\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=NUM`, `Number=Plur\|POS=PROPN`, `Case=Dat\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, _(truncated: full list in pipeline meta)_ |
|
99 |
| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `discourse`, `expl`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `parataxis`, `punct`, `xcomp` |
|
100 |
| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
|
101 |
|
@@ -109,18 +109,18 @@ Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
|
|
109 |
| `TOKEN_P` | 99.88 |
|
110 |
| `TOKEN_R` | 99.95 |
|
111 |
| `TOKEN_F` | 99.92 |
|
112 |
-
| `POS_ACC` |
|
113 |
-
| `MORPH_ACC` | 95.
|
114 |
-
| `MORPH_MICRO_P` |
|
115 |
-
| `MORPH_MICRO_R` | 97.
|
116 |
-
| `MORPH_MICRO_F` | 97.
|
117 |
-
| `SENTS_P` |
|
118 |
-
| `SENTS_R` |
|
119 |
-
| `SENTS_F` |
|
120 |
-
| `DEP_UAS` |
|
121 |
-
| `DEP_LAS` |
|
122 |
-
| `LEMMA_ACC` |
|
123 |
-
| `TAG_ACC` | 89.
|
124 |
-
| `ENTS_P` | 89.
|
125 |
-
| `ENTS_R` | 89.
|
126 |
-
| `ENTS_F` | 89.
|
|
|
14 |
metrics:
|
15 |
- name: NER Precision
|
16 |
type: precision
|
17 |
+
value: 0.8956672035
|
18 |
- name: NER Recall
|
19 |
type: recall
|
20 |
+
value: 0.8974475036
|
21 |
- name: NER F Score
|
22 |
type: f_score
|
23 |
+
value: 0.8965564698
|
24 |
- task:
|
25 |
name: TAG
|
26 |
type: token-classification
|
27 |
metrics:
|
28 |
- name: TAG (XPOS) Accuracy
|
29 |
type: accuracy
|
30 |
+
value: 0.8961656594
|
31 |
- task:
|
32 |
name: POS
|
33 |
type: token-classification
|
34 |
metrics:
|
35 |
- name: POS (UPOS) Accuracy
|
36 |
type: accuracy
|
37 |
+
value: 0.9702764292
|
38 |
- task:
|
39 |
name: MORPH
|
40 |
type: token-classification
|
41 |
metrics:
|
42 |
- name: Morph (UFeats) Accuracy
|
43 |
type: accuracy
|
44 |
+
value: 0.9565561995
|
45 |
- task:
|
46 |
name: LEMMA
|
47 |
type: token-classification
|
48 |
metrics:
|
49 |
- name: Lemma Accuracy
|
50 |
type: accuracy
|
51 |
+
value: 0.9704323709
|
52 |
- task:
|
53 |
name: UNLABELED_DEPENDENCIES
|
54 |
type: token-classification
|
55 |
metrics:
|
56 |
- name: Unlabeled Attachment Score (UAS)
|
57 |
type: f_score
|
58 |
+
value: 0.9010773751
|
59 |
- task:
|
60 |
name: LABELED_DEPENDENCIES
|
61 |
type: token-classification
|
62 |
metrics:
|
63 |
- name: Labeled Attachment Score (LAS)
|
64 |
type: f_score
|
65 |
+
value: 0.8627722088
|
66 |
- task:
|
67 |
name: SENTS
|
68 |
type: token-classification
|
69 |
metrics:
|
70 |
- name: Sentences F-Score
|
71 |
type: f_score
|
72 |
+
value: 0.9412168385
|
73 |
---
|
74 |
### Details: https://spacy.io/models/pt#pt_core_news_md
|
75 |
|
|
|
78 |
| Feature | Description |
|
79 |
| --- | --- |
|
80 |
| **Name** | `pt_core_news_md` |
|
81 |
+
| **Version** | `3.4.0` |
|
82 |
+
| **spaCy** | `>=3.4.0,<3.5.0` |
|
83 |
| **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
|
84 |
| **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
|
85 |
| **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
|
|
|
91 |
|
92 |
<details>
|
93 |
|
94 |
+
<summary>View label scheme (590 labels for 3 components)</summary>
|
95 |
|
96 |
| Component | Labels |
|
97 |
| --- | --- |
|
98 |
+
| **`morphologizer`** | `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Def\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PUNCT`, `NumType=Card\|POS=NUM`, `POS=ADV`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part`, `POS=ADP`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=SCONJ`, `POS=VERB\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=ADV\|Polarity=Neg`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=X`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Tot`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=CCONJ`, `Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `POS=AUX\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `POS=VERB\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Number=Plur\|POS=AUX\|Person=3\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Art`, `POS=VERB\|VerbForm=Part`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `NumType=Ord\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=SCONJ\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part`, `Gender=Masc\|NumType=Mult\|Number=Sing\|POS=NUM`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Sing\|POS=PROPN\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=VERB\|Person=3\|VerbForm=Inf`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `POS=AUX\|VerbForm=Part`, `POS=SPACE`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Number=Sing\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|NumType=Frac\|Number=Sing\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Plur\|POS=VERB\|Person=3\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Definite=Def\|POS=SCONJ\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|POS=PRON\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=AUX`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `POS=INTJ`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Emp`, `Case=Acc\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Emp`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Plur\|POS=NOUN\|Voice=Pass`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Acc\|POS=VERB\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=ADJ`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=AUX\|Person=3\|VerbForm=Inf`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=NUM`, `Number=Sing\|POS=NOUN`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PART`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Neg`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Card\|POS=DET`, `Number=Plur\|POS=VERB\|Person=1\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Gender=Masc\|POS=ADJ`, `POS=NOUN`, `POS=AUX\|VerbForm=Ger`, `Case=Dat\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Case=Acc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Emp`, `POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Tot`, `Definite=Def\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|POS=PRON\|PronType=Prs`, `POS=VERB\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Neg`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Acc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=PROPN\|PronType=Art`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=ADJ\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=AUX\|Person=1\|Tense=Past`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADV\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Case=Dat\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=X`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=SCONJ`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Gender=Fem\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `POS=ADP\|PronType=Dem`, `Definite=Def\|Gender=Fem\|POS=ADP\|PronType=Art`, `POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=ADP\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `POS=DET`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Emp`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Art`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=AUX\|Person=1\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=3\|VerbForm=Inf\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem,Masc\|Number=Sing\|POS=PROPN`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=NUM`, `POS=PRON\|PronType=Neg`, `Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Dem`, `POS=SYM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=X`, `Case=Dat\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|NumType=Sets\|Number=Sing\|POS=NUM`, `Foreign=Yes\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|POS=AUX\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=PRON\|PronType=Int`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=SCONJ\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Prs`, `Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Ind`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Number=Sing\|POS=VERB`, `Number=Sing\|POS=DET`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin\|Voice=Pass`, `NumType=Mult\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Neg`, `Mood=Ind\|POS=VERB\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Rel`, `Case=Acc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=ADV\|Polarity=Neg`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=VERB\|Person=1\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|POS=ADP\|PronType=Art`, `Gender=Masc\|POS=NOUN`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=SCONJ\|PronType=Art`, `POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=ADV\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Tot`, `Number=Sing\|POS=DET\|PronType=Rel`, `Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=DET\|PronType=Tot`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Range\|POS=NUM`, `Case=Dat\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Dat\|Gender=Masc\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=1\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=SCONJ\|PronType=Dem`, `NumType=Frac\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Ind`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADV\|PronType=Rel`, `Mood=Cnd\|POS=VERB\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Ind`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf\|Voice=Pass`, `POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Number=Sing\|POS=X`, `POS=PROPN`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Gender=Masc\|Number=Sing\|POS=ADV\|PronType=Int`, `Case=Dat\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Int`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|POS=AUX\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Fem\|POS=AUX\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Fem\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=X`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Fem\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=NUM`, `Number=Plur\|POS=PROPN`, `Case=Dat\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Acc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, _(truncated: full list in pipeline meta)_ |
|
99 |
| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `discourse`, `expl`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `parataxis`, `punct`, `xcomp` |
|
100 |
| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
|
101 |
|
|
|
109 |
| `TOKEN_P` | 99.88 |
|
110 |
| `TOKEN_R` | 99.95 |
|
111 |
| `TOKEN_F` | 99.92 |
|
112 |
+
| `POS_ACC` | 97.03 |
|
113 |
+
| `MORPH_ACC` | 95.66 |
|
114 |
+
| `MORPH_MICRO_P` | 97.97 |
|
115 |
+
| `MORPH_MICRO_R` | 97.75 |
|
116 |
+
| `MORPH_MICRO_F` | 97.86 |
|
117 |
+
| `SENTS_P` | 92.55 |
|
118 |
+
| `SENTS_R` | 95.75 |
|
119 |
+
| `SENTS_F` | 94.12 |
|
120 |
+
| `DEP_UAS` | 90.11 |
|
121 |
+
| `DEP_LAS` | 86.28 |
|
122 |
+
| `LEMMA_ACC` | 97.04 |
|
123 |
+
| `TAG_ACC` | 89.62 |
|
124 |
+
| `ENTS_P` | 89.57 |
|
125 |
+
| `ENTS_R` | 89.74 |
|
126 |
+
| `ENTS_F` | 89.66 |
|
accuracy.json
CHANGED
@@ -3,16 +3,16 @@
|
|
3 |
"token_p": 0.9988117635,
|
4 |
"token_r": 0.9995045581,
|
5 |
"token_f": 0.9991580407,
|
6 |
-
"pos_acc": 0.
|
7 |
-
"morph_acc": 0.
|
8 |
-
"morph_micro_p": 0.
|
9 |
-
"morph_micro_r": 0.
|
10 |
-
"morph_micro_f": 0.
|
11 |
"morph_per_feat": {
|
12 |
"Mood": {
|
13 |
-
"p": 0.
|
14 |
-
"r": 0.
|
15 |
-
"f": 0.
|
16 |
},
|
17 |
"Number": {
|
18 |
"p": 0.9923365655,
|
@@ -20,191 +20,191 @@
|
|
20 |
"f": 0.9902458057
|
21 |
},
|
22 |
"Person": {
|
23 |
-
"p": 0.
|
24 |
-
"r": 0.
|
25 |
-
"f": 0.
|
26 |
},
|
27 |
"Tense": {
|
28 |
-
"p": 0.
|
29 |
-
"r": 0.
|
30 |
-
"f": 0.
|
31 |
},
|
32 |
"VerbForm": {
|
33 |
-
"p": 0.
|
34 |
"r": 0.9809825674,
|
35 |
-
"f": 0.
|
36 |
},
|
37 |
"Gender": {
|
38 |
-
"p": 0.
|
39 |
-
"r": 0.
|
40 |
-
"f": 0.
|
41 |
},
|
42 |
"PronType": {
|
43 |
-
"p": 0.
|
44 |
-
"r": 0.
|
45 |
-
"f": 0.
|
46 |
},
|
47 |
"Definite": {
|
48 |
-
"p": 0.
|
49 |
"r": 0.9932249322,
|
50 |
-
"f": 0.
|
51 |
},
|
52 |
"NumType": {
|
53 |
-
"p": 0.
|
54 |
-
"r": 0.
|
55 |
-
"f": 0.
|
56 |
},
|
57 |
"Voice": {
|
58 |
-
"p": 0.
|
59 |
"r": 0.9302325581,
|
60 |
-
"f": 0.
|
61 |
},
|
62 |
"Polarity": {
|
63 |
-
"p":
|
64 |
"r": 1.0,
|
65 |
-
"f":
|
66 |
},
|
67 |
"Case": {
|
68 |
-
"p": 0.
|
69 |
"r": 0.9285714286,
|
70 |
-
"f": 0.
|
71 |
}
|
72 |
},
|
73 |
-
"sents_p": 0.
|
74 |
-
"sents_r": 0.
|
75 |
-
"sents_f": 0.
|
76 |
-
"dep_uas": 0.
|
77 |
-
"dep_las": 0.
|
78 |
"dep_las_per_type": {
|
79 |
"cop": {
|
80 |
-
"p": 0.
|
81 |
-
"r": 0.
|
82 |
-
"f": 0.
|
83 |
},
|
84 |
"root": {
|
85 |
-
"p": 0.
|
86 |
"r": 0.9,
|
87 |
-
"f": 0.
|
88 |
},
|
89 |
"det": {
|
90 |
-
"p": 0.
|
91 |
-
"r": 0.
|
92 |
-
"f": 0.
|
93 |
},
|
94 |
"amod": {
|
95 |
-
"p": 0.
|
96 |
-
"r": 0.
|
97 |
-
"f": 0.
|
98 |
},
|
99 |
"nsubj": {
|
100 |
-
"p": 0.
|
101 |
-
"r": 0.
|
102 |
-
"f": 0.
|
103 |
},
|
104 |
"case": {
|
105 |
-
"p": 0.
|
106 |
"r": 0.979578813,
|
107 |
-
"f": 0.
|
108 |
},
|
109 |
"nmod": {
|
110 |
-
"p": 0.
|
111 |
-
"r": 0.
|
112 |
-
"f": 0.
|
113 |
},
|
114 |
"flat:name": {
|
115 |
-
"p": 0.
|
116 |
"r": 0.9054545455,
|
117 |
-
"f": 0.
|
118 |
},
|
119 |
"acl": {
|
120 |
-
"p": 0.
|
121 |
-
"r": 0.
|
122 |
-
"f": 0.
|
123 |
},
|
124 |
"advmod": {
|
125 |
-
"p": 0.
|
126 |
-
"r": 0.
|
127 |
-
"f": 0.
|
128 |
},
|
129 |
"obl": {
|
130 |
-
"p": 0.
|
131 |
-
"r": 0.
|
132 |
-
"f": 0.
|
133 |
},
|
134 |
"conj": {
|
135 |
-
"p": 0.
|
136 |
-
"r": 0.
|
137 |
-
"f": 0.
|
138 |
},
|
139 |
"cc": {
|
140 |
-
"p": 0.
|
141 |
-
"r": 0.
|
142 |
-
"f": 0.
|
143 |
},
|
144 |
"obj": {
|
145 |
-
"p": 0.
|
146 |
-
"r": 0.
|
147 |
-
"f": 0.
|
148 |
},
|
149 |
"obl:agent": {
|
150 |
-
"p": 0.
|
151 |
-
"r": 0.
|
152 |
-
"f": 0.
|
153 |
},
|
154 |
"acl:relcl": {
|
155 |
-
"p": 0.
|
156 |
-
"r": 0.
|
157 |
-
"f": 0.
|
158 |
},
|
159 |
"mark": {
|
160 |
-
"p": 0.
|
161 |
-
"r": 0.
|
162 |
-
"f": 0.
|
163 |
},
|
164 |
"advcl": {
|
165 |
-
"p": 0.
|
166 |
-
"r": 0.
|
167 |
-
"f": 0.
|
168 |
},
|
169 |
"xcomp": {
|
170 |
-
"p": 0.
|
171 |
-
"r": 0.
|
172 |
-
"f": 0.
|
173 |
},
|
174 |
"iobj": {
|
175 |
-
"p": 0.
|
176 |
-
"r": 0.
|
177 |
-
"f": 0.
|
178 |
},
|
179 |
"appos": {
|
180 |
-
"p": 0.
|
181 |
-
"r": 0.
|
182 |
-
"f": 0.
|
183 |
},
|
184 |
"fixed": {
|
185 |
-
"p": 0.
|
186 |
"r": 0.7678571429,
|
187 |
-
"f": 0.
|
188 |
},
|
189 |
"nummod": {
|
190 |
-
"p": 0.
|
191 |
-
"r": 0.
|
192 |
-
"f": 0.
|
193 |
},
|
194 |
"aux": {
|
195 |
-
"p": 0.
|
196 |
"r": 0.9677419355,
|
197 |
-
"f": 0.
|
198 |
},
|
199 |
"csubj": {
|
200 |
-
"p": 0.
|
201 |
"r": 0.375,
|
202 |
-
"f": 0.
|
203 |
},
|
204 |
"ccomp": {
|
205 |
-
"p": 0.
|
206 |
"r": 0.6166666667,
|
207 |
-
"f": 0.
|
208 |
},
|
209 |
"orphan": {
|
210 |
"p": 0.0,
|
@@ -217,24 +217,19 @@
|
|
217 |
"f": 1.0
|
218 |
},
|
219 |
"aux:pass": {
|
220 |
-
"p": 0
|
221 |
"r": 0.9852941176,
|
222 |
-
"f": 0.
|
223 |
},
|
224 |
"nsubj:pass": {
|
225 |
-
"p": 0.
|
226 |
-
"r": 0.
|
227 |
-
"f": 0.
|
228 |
},
|
229 |
"parataxis": {
|
230 |
-
"p": 0.
|
231 |
"r": 0.3521126761,
|
232 |
-
"f": 0.
|
233 |
-
},
|
234 |
-
"dep": {
|
235 |
-
"p": 0.0,
|
236 |
-
"r": 0.0,
|
237 |
-
"f": 0.0
|
238 |
},
|
239 |
"list": {
|
240 |
"p": 0.0,
|
@@ -242,14 +237,19 @@
|
|
242 |
"f": 0.0
|
243 |
},
|
244 |
"expl": {
|
245 |
-
"p": 0.
|
246 |
-
"r":
|
247 |
-
"f": 0.
|
248 |
},
|
249 |
"compound": {
|
250 |
-
"p": 0.
|
251 |
-
"r": 0.
|
252 |
-
"f": 0.
|
|
|
|
|
|
|
|
|
|
|
253 |
},
|
254 |
"vocative": {
|
255 |
"p": 0.0,
|
@@ -257,9 +257,9 @@
|
|
257 |
"f": 0.0
|
258 |
},
|
259 |
"discourse": {
|
260 |
-
"p":
|
261 |
-
"r": 0.
|
262 |
-
"f": 0.
|
263 |
},
|
264 |
"expl:pass": {
|
265 |
"p": 0.0,
|
@@ -268,36 +268,36 @@
|
|
268 |
},
|
269 |
"flat:foreign": {
|
270 |
"p": 1.0,
|
271 |
-
"r": 0.
|
272 |
-
"f": 0.
|
273 |
}
|
274 |
},
|
275 |
-
"lemma_acc": 0.
|
276 |
-
"tag_acc": 0.
|
277 |
-
"ents_p": 0.
|
278 |
-
"ents_r": 0.
|
279 |
-
"ents_f": 0.
|
280 |
"ents_per_type": {
|
281 |
"LOC": {
|
282 |
-
"p": 0.
|
283 |
-
"r": 0.
|
284 |
-
"f": 0.
|
285 |
},
|
286 |
"PER": {
|
287 |
-
"p": 0.
|
288 |
-
"r": 0.
|
289 |
-
"f": 0.
|
290 |
},
|
291 |
"ORG": {
|
292 |
-
"p": 0.
|
293 |
-
"r": 0.
|
294 |
-
"f": 0.
|
295 |
},
|
296 |
"MISC": {
|
297 |
-
"p": 0.
|
298 |
-
"r": 0.
|
299 |
-
"f": 0.
|
300 |
}
|
301 |
},
|
302 |
-
"speed":
|
303 |
}
|
|
|
3 |
"token_p": 0.9988117635,
|
4 |
"token_r": 0.9995045581,
|
5 |
"token_f": 0.9991580407,
|
6 |
+
"pos_acc": 0.9702764292,
|
7 |
+
"morph_acc": 0.9565561995,
|
8 |
+
"morph_micro_p": 0.9796550656,
|
9 |
+
"morph_micro_r": 0.9775350371,
|
10 |
+
"morph_micro_f": 0.9785939031,
|
11 |
"morph_per_feat": {
|
12 |
"Mood": {
|
13 |
+
"p": 0.9782608696,
|
14 |
+
"r": 0.9794437727,
|
15 |
+
"f": 0.9788519637
|
16 |
},
|
17 |
"Number": {
|
18 |
"p": 0.9923365655,
|
|
|
20 |
"f": 0.9902458057
|
21 |
},
|
22 |
"Person": {
|
23 |
+
"p": 0.974522293,
|
24 |
+
"r": 0.9797225187,
|
25 |
+
"f": 0.977115487
|
26 |
},
|
27 |
"Tense": {
|
28 |
+
"p": 0.9402795426,
|
29 |
+
"r": 0.9736842105,
|
30 |
+
"f": 0.9566903685
|
31 |
},
|
32 |
"VerbForm": {
|
33 |
+
"p": 0.975571316,
|
34 |
"r": 0.9809825674,
|
35 |
+
"f": 0.9782694587
|
36 |
},
|
37 |
"Gender": {
|
38 |
+
"p": 0.9656702025,
|
39 |
+
"r": 0.9575444636,
|
40 |
+
"f": 0.9615901671
|
41 |
},
|
42 |
"PronType": {
|
43 |
+
"p": 0.9921956296,
|
44 |
+
"r": 0.9855297158,
|
45 |
+
"f": 0.9888514389
|
46 |
},
|
47 |
"Definite": {
|
48 |
+
"p": 0.9972789116,
|
49 |
"r": 0.9932249322,
|
50 |
+
"f": 0.9952477936
|
51 |
},
|
52 |
"NumType": {
|
53 |
+
"p": 0.9644012945,
|
54 |
+
"r": 0.9770491803,
|
55 |
+
"f": 0.9706840391
|
56 |
},
|
57 |
"Voice": {
|
58 |
+
"p": 0.8988764045,
|
59 |
"r": 0.9302325581,
|
60 |
+
"f": 0.9142857143
|
61 |
},
|
62 |
"Polarity": {
|
63 |
+
"p": 0.9863013699,
|
64 |
"r": 1.0,
|
65 |
+
"f": 0.9931034483
|
66 |
},
|
67 |
"Case": {
|
68 |
+
"p": 0.9285714286,
|
69 |
"r": 0.9285714286,
|
70 |
+
"f": 0.9285714286
|
71 |
}
|
72 |
},
|
73 |
+
"sents_p": 0.9255220912,
|
74 |
+
"sents_r": 0.9574530624,
|
75 |
+
"sents_f": 0.9412168385,
|
76 |
+
"dep_uas": 0.9010773751,
|
77 |
+
"dep_las": 0.8627722088,
|
78 |
"dep_las_per_type": {
|
79 |
"cop": {
|
80 |
+
"p": 0.88,
|
81 |
+
"r": 0.9361702128,
|
82 |
+
"f": 0.9072164948
|
83 |
},
|
84 |
"root": {
|
85 |
+
"p": 0.9130434783,
|
86 |
"r": 0.9,
|
87 |
+
"f": 0.9064748201
|
88 |
},
|
89 |
"det": {
|
90 |
+
"p": 0.9757174393,
|
91 |
+
"r": 0.9703622393,
|
92 |
+
"f": 0.9730324711
|
93 |
},
|
94 |
"amod": {
|
95 |
+
"p": 0.9413202934,
|
96 |
+
"r": 0.9390243902,
|
97 |
+
"f": 0.9401709402
|
98 |
},
|
99 |
"nsubj": {
|
100 |
+
"p": 0.8924162257,
|
101 |
+
"r": 0.8830715532,
|
102 |
+
"f": 0.8877192982
|
103 |
},
|
104 |
"case": {
|
105 |
+
"p": 0.9777070064,
|
106 |
"r": 0.979578813,
|
107 |
+
"f": 0.9786420147
|
108 |
},
|
109 |
"nmod": {
|
110 |
+
"p": 0.8161044614,
|
111 |
+
"r": 0.8351893096,
|
112 |
+
"f": 0.8255365988
|
113 |
},
|
114 |
"flat:name": {
|
115 |
+
"p": 0.8798586572,
|
116 |
"r": 0.9054545455,
|
117 |
+
"f": 0.8924731183
|
118 |
},
|
119 |
"acl": {
|
120 |
+
"p": 0.6422018349,
|
121 |
+
"r": 0.6034482759,
|
122 |
+
"f": 0.6222222222
|
123 |
},
|
124 |
"advmod": {
|
125 |
+
"p": 0.8242074928,
|
126 |
+
"r": 0.8125,
|
127 |
+
"f": 0.8183118741
|
128 |
},
|
129 |
"obl": {
|
130 |
+
"p": 0.7002012072,
|
131 |
+
"r": 0.7160493827,
|
132 |
+
"f": 0.7080366226
|
133 |
},
|
134 |
"conj": {
|
135 |
+
"p": 0.6094890511,
|
136 |
+
"r": 0.6162361624,
|
137 |
+
"f": 0.6128440367
|
138 |
},
|
139 |
"cc": {
|
140 |
+
"p": 0.9004329004,
|
141 |
+
"r": 0.9043478261,
|
142 |
+
"f": 0.9023861171
|
143 |
},
|
144 |
"obj": {
|
145 |
+
"p": 0.8565656566,
|
146 |
+
"r": 0.816955684,
|
147 |
+
"f": 0.8362919132
|
148 |
},
|
149 |
"obl:agent": {
|
150 |
+
"p": 0.7941176471,
|
151 |
+
"r": 0.9,
|
152 |
+
"f": 0.84375
|
153 |
},
|
154 |
"acl:relcl": {
|
155 |
+
"p": 0.7314814815,
|
156 |
+
"r": 0.7452830189,
|
157 |
+
"f": 0.738317757
|
158 |
},
|
159 |
"mark": {
|
160 |
+
"p": 0.8731707317,
|
161 |
+
"r": 0.8364485981,
|
162 |
+
"f": 0.8544152745
|
163 |
},
|
164 |
"advcl": {
|
165 |
+
"p": 0.553030303,
|
166 |
+
"r": 0.6517857143,
|
167 |
+
"f": 0.5983606557
|
168 |
},
|
169 |
"xcomp": {
|
170 |
+
"p": 0.7615384615,
|
171 |
+
"r": 0.792,
|
172 |
+
"f": 0.7764705882
|
173 |
},
|
174 |
"iobj": {
|
175 |
+
"p": 0.3,
|
176 |
+
"r": 0.1363636364,
|
177 |
+
"f": 0.1875
|
178 |
},
|
179 |
"appos": {
|
180 |
+
"p": 0.6,
|
181 |
+
"r": 0.6036585366,
|
182 |
+
"f": 0.6018237082
|
183 |
},
|
184 |
"fixed": {
|
185 |
+
"p": 0.7818181818,
|
186 |
"r": 0.7678571429,
|
187 |
+
"f": 0.7747747748
|
188 |
},
|
189 |
"nummod": {
|
190 |
+
"p": 0.9677419355,
|
191 |
+
"r": 0.9615384615,
|
192 |
+
"f": 0.9646302251
|
193 |
},
|
194 |
"aux": {
|
195 |
+
"p": 0.9090909091,
|
196 |
"r": 0.9677419355,
|
197 |
+
"f": 0.9375
|
198 |
},
|
199 |
"csubj": {
|
200 |
+
"p": 0.5,
|
201 |
"r": 0.375,
|
202 |
+
"f": 0.4285714286
|
203 |
},
|
204 |
"ccomp": {
|
205 |
+
"p": 0.7551020408,
|
206 |
"r": 0.6166666667,
|
207 |
+
"f": 0.6788990826
|
208 |
},
|
209 |
"orphan": {
|
210 |
"p": 0.0,
|
|
|
217 |
"f": 1.0
|
218 |
},
|
219 |
"aux:pass": {
|
220 |
+
"p": 1.0,
|
221 |
"r": 0.9852941176,
|
222 |
+
"f": 0.9925925926
|
223 |
},
|
224 |
"nsubj:pass": {
|
225 |
+
"p": 0.8545454545,
|
226 |
+
"r": 0.8703703704,
|
227 |
+
"f": 0.8623853211
|
228 |
},
|
229 |
"parataxis": {
|
230 |
+
"p": 0.4464285714,
|
231 |
"r": 0.3521126761,
|
232 |
+
"f": 0.3937007874
|
|
|
|
|
|
|
|
|
|
|
233 |
},
|
234 |
"list": {
|
235 |
"p": 0.0,
|
|
|
237 |
"f": 0.0
|
238 |
},
|
239 |
"expl": {
|
240 |
+
"p": 0.7826086957,
|
241 |
+
"r": 0.9473684211,
|
242 |
+
"f": 0.8571428571
|
243 |
},
|
244 |
"compound": {
|
245 |
+
"p": 0.6666666667,
|
246 |
+
"r": 0.4,
|
247 |
+
"f": 0.5
|
248 |
+
},
|
249 |
+
"dep": {
|
250 |
+
"p": 0.0,
|
251 |
+
"r": 0.0,
|
252 |
+
"f": 0.0
|
253 |
},
|
254 |
"vocative": {
|
255 |
"p": 0.0,
|
|
|
257 |
"f": 0.0
|
258 |
},
|
259 |
"discourse": {
|
260 |
+
"p": 0.0,
|
261 |
+
"r": 0.0,
|
262 |
+
"f": 0.0
|
263 |
},
|
264 |
"expl:pass": {
|
265 |
"p": 0.0,
|
|
|
268 |
},
|
269 |
"flat:foreign": {
|
270 |
"p": 1.0,
|
271 |
+
"r": 0.75,
|
272 |
+
"f": 0.8571428571
|
273 |
}
|
274 |
},
|
275 |
+
"lemma_acc": 0.9704323709,
|
276 |
+
"tag_acc": 0.8961656594,
|
277 |
+
"ents_p": 0.8956672035,
|
278 |
+
"ents_r": 0.8974475036,
|
279 |
+
"ents_f": 0.8965564698,
|
280 |
"ents_per_type": {
|
281 |
"LOC": {
|
282 |
+
"p": 0.9137775621,
|
283 |
+
"r": 0.9267580872,
|
284 |
+
"f": 0.9202220515
|
285 |
},
|
286 |
"PER": {
|
287 |
+
"p": 0.9074120083,
|
288 |
+
"r": 0.9246413502,
|
289 |
+
"f": 0.9159456635
|
290 |
},
|
291 |
"ORG": {
|
292 |
+
"p": 0.8469882299,
|
293 |
+
"r": 0.8197453652,
|
294 |
+
"f": 0.8331441544
|
295 |
},
|
296 |
"MISC": {
|
297 |
+
"p": 0.8156128576,
|
298 |
+
"r": 0.763810784,
|
299 |
+
"f": 0.7888623164
|
300 |
}
|
301 |
},
|
302 |
+
"speed": 11566.5552368993
|
303 |
}
|
lemmatizer/cfg
CHANGED
@@ -1,21 +1,20 @@
|
|
1 |
{
|
2 |
"labels":[
|
3 |
-
|
4 |
2,
|
5 |
3,
|
6 |
-
|
7 |
-
|
8 |
-
8,
|
9 |
9,
|
10 |
11,
|
11 |
13,
|
12 |
15,
|
13 |
-
|
14 |
20,
|
15 |
22,
|
16 |
24,
|
17 |
-
|
18 |
-
|
19 |
26,
|
20 |
28,
|
21 |
30,
|
@@ -26,324 +25,322 @@
|
|
26 |
40,
|
27 |
42,
|
28 |
44,
|
29 |
-
|
30 |
-
|
31 |
-
49,
|
32 |
50,
|
33 |
52,
|
34 |
53,
|
35 |
55,
|
36 |
57,
|
|
|
37 |
60,
|
38 |
-
61,
|
39 |
62,
|
40 |
65,
|
41 |
67,
|
42 |
-
|
43 |
71,
|
44 |
73,
|
45 |
75,
|
46 |
77,
|
47 |
79,
|
|
|
48 |
83,
|
49 |
87,
|
50 |
-
89,
|
51 |
91,
|
52 |
93,
|
53 |
95,
|
54 |
97,
|
55 |
99,
|
56 |
-
|
57 |
-
|
58 |
106,
|
59 |
-
|
60 |
-
|
61 |
-
111,
|
62 |
112,
|
|
|
|
|
63 |
113,
|
64 |
-
|
65 |
-
117,
|
66 |
119,
|
67 |
121,
|
68 |
123,
|
69 |
125,
|
70 |
-
|
71 |
129,
|
72 |
-
|
73 |
-
|
74 |
-
|
75 |
-
|
76 |
141,
|
77 |
-
|
78 |
146,
|
79 |
147,
|
80 |
149,
|
81 |
150,
|
82 |
-
|
83 |
-
153,
|
84 |
-
155,
|
85 |
156,
|
|
|
86 |
159,
|
87 |
-
|
88 |
162,
|
|
|
89 |
165,
|
90 |
-
|
91 |
-
|
|
|
92 |
172,
|
93 |
-
|
94 |
-
|
95 |
-
|
96 |
-
|
97 |
-
|
98 |
-
|
99 |
-
185,
|
100 |
-
187,
|
101 |
189,
|
102 |
191,
|
|
|
103 |
193,
|
104 |
195,
|
105 |
197,
|
106 |
-
|
107 |
-
|
108 |
-
|
109 |
-
|
110 |
-
|
111 |
-
|
112 |
210,
|
|
|
|
|
113 |
214,
|
114 |
-
|
115 |
-
|
116 |
220,
|
117 |
-
221,
|
118 |
222,
|
119 |
-
223,
|
120 |
-
224,
|
121 |
226,
|
122 |
-
228,
|
123 |
229,
|
124 |
-
|
|
|
125 |
233,
|
126 |
234,
|
|
|
127 |
236,
|
128 |
238,
|
129 |
240,
|
130 |
-
|
|
|
|
|
131 |
246,
|
132 |
-
|
133 |
-
|
134 |
-
|
135 |
256,
|
136 |
-
|
137 |
-
260,
|
138 |
261,
|
139 |
-
|
140 |
-
|
141 |
-
|
142 |
-
266,
|
143 |
-
268,
|
144 |
-
269,
|
145 |
271,
|
|
|
146 |
274,
|
147 |
-
|
148 |
-
|
149 |
279,
|
150 |
281,
|
151 |
283,
|
152 |
-
285,
|
153 |
286,
|
154 |
288,
|
155 |
-
|
156 |
291,
|
157 |
-
|
158 |
-
|
159 |
-
|
|
|
160 |
300,
|
|
|
161 |
303,
|
162 |
305,
|
163 |
-
|
164 |
-
|
165 |
-
|
166 |
-
312,
|
167 |
314,
|
168 |
317,
|
169 |
319,
|
170 |
321,
|
171 |
323,
|
172 |
-
|
173 |
326,
|
174 |
-
|
175 |
-
|
176 |
-
|
177 |
335,
|
178 |
337,
|
|
|
179 |
339,
|
180 |
-
340,
|
181 |
341,
|
182 |
342,
|
183 |
-
343,
|
184 |
345,
|
185 |
-
|
186 |
350,
|
187 |
-
351,
|
188 |
352,
|
189 |
-
|
190 |
355,
|
|
|
191 |
357,
|
192 |
-
|
|
|
193 |
361,
|
194 |
-
|
195 |
-
|
196 |
-
367,
|
197 |
368,
|
198 |
370,
|
199 |
-
|
200 |
-
|
|
|
201 |
376,
|
202 |
-
|
203 |
379,
|
204 |
381,
|
|
|
205 |
383,
|
206 |
385,
|
207 |
-
|
|
|
208 |
390,
|
209 |
-
|
210 |
-
|
211 |
-
|
212 |
-
|
213 |
-
400,
|
214 |
401,
|
215 |
-
402,
|
216 |
403,
|
|
|
217 |
405,
|
218 |
-
|
219 |
-
|
220 |
410,
|
221 |
-
|
222 |
413,
|
223 |
414,
|
|
|
224 |
417,
|
225 |
418,
|
226 |
-
|
227 |
422,
|
228 |
-
|
229 |
426,
|
230 |
-
428,
|
231 |
429,
|
232 |
430,
|
|
|
233 |
433,
|
234 |
-
|
235 |
437,
|
236 |
-
|
237 |
441,
|
238 |
442,
|
239 |
-
|
240 |
447,
|
241 |
-
|
242 |
-
|
243 |
-
|
244 |
458,
|
245 |
-
459,
|
246 |
461,
|
247 |
-
|
248 |
465,
|
249 |
-
|
250 |
468,
|
251 |
-
|
252 |
471,
|
253 |
473,
|
254 |
475,
|
255 |
-
476,
|
256 |
477,
|
257 |
480,
|
258 |
484,
|
259 |
486,
|
260 |
-
|
261 |
490,
|
|
|
262 |
492,
|
263 |
-
493,
|
264 |
494,
|
265 |
496,
|
266 |
498,
|
267 |
-
|
268 |
501,
|
269 |
-
|
|
|
270 |
506,
|
271 |
-
|
272 |
-
|
273 |
511,
|
274 |
-
|
275 |
-
|
276 |
517,
|
277 |
-
|
278 |
520,
|
279 |
521,
|
280 |
-
|
281 |
-
|
282 |
-
|
283 |
529,
|
284 |
-
|
285 |
-
|
286 |
-
|
287 |
-
|
288 |
539,
|
289 |
-
|
290 |
542,
|
291 |
543,
|
292 |
-
|
293 |
546,
|
294 |
547,
|
295 |
548,
|
296 |
-
|
297 |
-
|
298 |
-
|
299 |
555,
|
300 |
556,
|
301 |
-
|
302 |
-
|
303 |
-
|
304 |
563,
|
305 |
564,
|
306 |
565,
|
307 |
-
|
308 |
568,
|
309 |
-
569,
|
310 |
570,
|
311 |
-
|
312 |
-
|
313 |
-
|
314 |
-
|
315 |
-
|
316 |
582,
|
|
|
317 |
585,
|
318 |
587,
|
|
|
319 |
589,
|
320 |
-
590,
|
321 |
591,
|
322 |
-
|
323 |
-
|
324 |
-
|
325 |
598,
|
326 |
-
|
327 |
-
581,
|
328 |
601,
|
329 |
-
|
|
|
330 |
606,
|
331 |
-
|
332 |
-
|
333 |
-
612,
|
334 |
613,
|
335 |
615,
|
336 |
617,
|
337 |
619,
|
338 |
-
|
|
|
339 |
624,
|
340 |
-
|
341 |
-
|
342 |
-
|
343 |
-
|
344 |
-
|
345 |
-
|
346 |
-
638,
|
347 |
639,
|
348 |
640,
|
349 |
642,
|
@@ -351,95 +348,97 @@
|
|
351 |
646,
|
352 |
648,
|
353 |
650,
|
|
|
354 |
652,
|
355 |
-
|
|
|
356 |
656,
|
357 |
-
658,
|
358 |
659,
|
359 |
-
661,
|
360 |
662,
|
|
|
361 |
665,
|
362 |
668,
|
363 |
669,
|
364 |
-
|
365 |
-
|
366 |
675,
|
|
|
|
|
367 |
678,
|
368 |
-
|
369 |
-
681,
|
370 |
-
682,
|
371 |
683,
|
372 |
-
684,
|
373 |
686,
|
374 |
-
|
|
|
375 |
692,
|
376 |
694,
|
|
|
377 |
696,
|
|
|
378 |
698,
|
379 |
-
|
380 |
701,
|
381 |
-
702,
|
382 |
703,
|
383 |
704,
|
384 |
705,
|
385 |
-
|
386 |
-
709,
|
387 |
711,
|
388 |
-
713,
|
389 |
714,
|
390 |
-
|
391 |
-
|
392 |
-
|
|
|
393 |
724,
|
394 |
-
726,
|
395 |
727,
|
396 |
-
|
397 |
-
|
398 |
732,
|
399 |
-
|
400 |
737,
|
401 |
-
|
|
|
402 |
742,
|
403 |
744,
|
404 |
745,
|
405 |
-
|
406 |
748,
|
407 |
750,
|
408 |
-
|
409 |
753,
|
410 |
755,
|
411 |
756,
|
|
|
412 |
758,
|
413 |
-
759,
|
414 |
760,
|
415 |
762,
|
416 |
-
|
|
|
417 |
767,
|
418 |
-
768,
|
419 |
769,
|
420 |
771,
|
421 |
-
|
422 |
-
|
423 |
777,
|
424 |
779,
|
425 |
781,
|
426 |
782,
|
427 |
783,
|
428 |
785,
|
429 |
-
|
430 |
-
|
431 |
-
|
|
|
432 |
794,
|
433 |
-
|
434 |
-
|
435 |
-
|
436 |
801,
|
437 |
802,
|
438 |
-
|
439 |
805,
|
440 |
806,
|
441 |
807,
|
442 |
-
|
443 |
811,
|
444 |
812,
|
445 |
814,
|
@@ -447,125 +446,118 @@
|
|
447 |
816,
|
448 |
817,
|
449 |
819,
|
450 |
-
|
451 |
824,
|
452 |
-
|
|
|
|
|
453 |
829,
|
454 |
831,
|
455 |
832,
|
456 |
833,
|
457 |
835,
|
458 |
-
|
459 |
-
|
460 |
-
|
461 |
-
|
462 |
-
844,
|
463 |
846,
|
464 |
-
|
465 |
-
|
466 |
-
|
467 |
-
854,
|
468 |
857,
|
|
|
469 |
860,
|
|
|
470 |
862,
|
471 |
-
864,
|
472 |
865,
|
473 |
866,
|
474 |
-
|
475 |
-
870,
|
476 |
872,
|
|
|
477 |
877,
|
478 |
-
|
479 |
-
|
480 |
-
|
481 |
884,
|
482 |
-
885,
|
483 |
886,
|
484 |
888,
|
485 |
890,
|
486 |
-
|
487 |
895,
|
|
|
488 |
897,
|
489 |
-
898,
|
490 |
899,
|
491 |
-
|
492 |
-
|
493 |
-
|
494 |
-
366,
|
495 |
906,
|
|
|
496 |
908,
|
497 |
-
|
498 |
911,
|
499 |
-
912,
|
500 |
-
913,
|
501 |
915,
|
502 |
916,
|
503 |
-
917,
|
504 |
-
919,
|
505 |
920,
|
506 |
-
|
|
|
|
|
507 |
928,
|
508 |
-
930,
|
509 |
931,
|
|
|
510 |
933,
|
|
|
511 |
936,
|
512 |
937,
|
513 |
-
938,
|
514 |
939,
|
515 |
-
941,
|
516 |
942,
|
517 |
-
|
518 |
945,
|
519 |
-
|
520 |
-
|
521 |
952,
|
522 |
-
|
|
|
523 |
957,
|
524 |
958,
|
525 |
960,
|
526 |
962,
|
527 |
963,
|
528 |
964,
|
529 |
-
966,
|
530 |
967,
|
531 |
968,
|
|
|
|
|
532 |
971,
|
533 |
-
972,
|
534 |
-
973,
|
535 |
974,
|
536 |
975,
|
537 |
976,
|
|
|
538 |
979,
|
539 |
-
980,
|
540 |
981,
|
541 |
982,
|
542 |
983,
|
543 |
-
|
544 |
-
|
545 |
-
|
546 |
992,
|
547 |
-
|
548 |
-
|
|
|
549 |
998,
|
550 |
-
|
551 |
-
|
552 |
-
|
553 |
1005,
|
554 |
1006,
|
555 |
-
1007,
|
556 |
1008,
|
|
|
|
|
557 |
1011,
|
558 |
1012,
|
559 |
-
|
560 |
1015,
|
561 |
1016,
|
562 |
-
1017,
|
563 |
1018,
|
564 |
-
|
565 |
-
1021,
|
566 |
-
1022,
|
567 |
-
1024,
|
568 |
-
1025,
|
569 |
-
1028
|
570 |
]
|
571 |
}
|
|
|
1 |
{
|
2 |
"labels":[
|
3 |
+
0,
|
4 |
2,
|
5 |
3,
|
6 |
+
5,
|
7 |
+
7,
|
|
|
8 |
9,
|
9 |
11,
|
10 |
13,
|
11 |
15,
|
12 |
+
18,
|
13 |
20,
|
14 |
22,
|
15 |
24,
|
16 |
+
12,
|
17 |
+
6,
|
18 |
26,
|
19 |
28,
|
20 |
30,
|
|
|
25 |
40,
|
26 |
42,
|
27 |
44,
|
28 |
+
46,
|
29 |
+
47,
|
|
|
30 |
50,
|
31 |
52,
|
32 |
53,
|
33 |
55,
|
34 |
57,
|
35 |
+
58,
|
36 |
60,
|
|
|
37 |
62,
|
38 |
65,
|
39 |
67,
|
40 |
+
68,
|
41 |
71,
|
42 |
73,
|
43 |
75,
|
44 |
77,
|
45 |
79,
|
46 |
+
81,
|
47 |
83,
|
48 |
87,
|
|
|
49 |
91,
|
50 |
93,
|
51 |
95,
|
52 |
97,
|
53 |
99,
|
54 |
+
101,
|
55 |
+
103,
|
56 |
106,
|
57 |
+
108,
|
58 |
+
110,
|
|
|
59 |
112,
|
60 |
+
114,
|
61 |
+
116,
|
62 |
113,
|
63 |
+
118,
|
|
|
64 |
119,
|
65 |
121,
|
66 |
123,
|
67 |
125,
|
68 |
+
127,
|
69 |
129,
|
70 |
+
132,
|
71 |
+
135,
|
72 |
+
136,
|
73 |
+
138,
|
74 |
141,
|
75 |
+
144,
|
76 |
146,
|
77 |
147,
|
78 |
149,
|
79 |
150,
|
80 |
+
154,
|
|
|
|
|
81 |
156,
|
82 |
+
157,
|
83 |
159,
|
84 |
+
160,
|
85 |
162,
|
86 |
+
163,
|
87 |
165,
|
88 |
+
166,
|
89 |
+
169,
|
90 |
+
171,
|
91 |
172,
|
92 |
+
175,
|
93 |
+
177,
|
94 |
+
180,
|
95 |
+
182,
|
96 |
+
184,
|
97 |
+
186,
|
|
|
|
|
98 |
189,
|
99 |
191,
|
100 |
+
104,
|
101 |
193,
|
102 |
195,
|
103 |
197,
|
104 |
+
199,
|
105 |
+
201,
|
106 |
+
203,
|
107 |
+
205,
|
108 |
+
207,
|
109 |
+
209,
|
110 |
210,
|
111 |
+
130,
|
112 |
+
212,
|
113 |
214,
|
114 |
+
216,
|
115 |
+
218,
|
116 |
220,
|
|
|
117 |
222,
|
|
|
|
|
118 |
226,
|
|
|
119 |
229,
|
120 |
+
231,
|
121 |
+
232,
|
122 |
233,
|
123 |
234,
|
124 |
+
235,
|
125 |
236,
|
126 |
238,
|
127 |
240,
|
128 |
+
241,
|
129 |
+
242,
|
130 |
+
245,
|
131 |
246,
|
132 |
+
248,
|
133 |
+
250,
|
134 |
+
252,
|
135 |
256,
|
136 |
+
258,
|
|
|
137 |
261,
|
138 |
+
263,
|
139 |
+
267,
|
140 |
+
270,
|
|
|
|
|
|
|
141 |
271,
|
142 |
+
272,
|
143 |
274,
|
144 |
+
275,
|
145 |
+
277,
|
146 |
279,
|
147 |
281,
|
148 |
283,
|
|
|
149 |
286,
|
150 |
288,
|
151 |
+
290,
|
152 |
291,
|
153 |
+
293,
|
154 |
+
295,
|
155 |
+
297,
|
156 |
+
298,
|
157 |
300,
|
158 |
+
302,
|
159 |
303,
|
160 |
305,
|
161 |
+
308,
|
162 |
+
310,
|
163 |
+
313,
|
|
|
164 |
314,
|
165 |
317,
|
166 |
319,
|
167 |
321,
|
168 |
323,
|
169 |
+
325,
|
170 |
326,
|
171 |
+
328,
|
172 |
+
331,
|
173 |
+
333,
|
174 |
335,
|
175 |
337,
|
176 |
+
338,
|
177 |
339,
|
|
|
178 |
341,
|
179 |
342,
|
|
|
180 |
345,
|
181 |
+
347,
|
182 |
350,
|
|
|
183 |
352,
|
184 |
+
354,
|
185 |
355,
|
186 |
+
356,
|
187 |
357,
|
188 |
+
358,
|
189 |
+
360,
|
190 |
361,
|
191 |
+
364,
|
192 |
+
366,
|
|
|
193 |
368,
|
194 |
370,
|
195 |
+
371,
|
196 |
+
373,
|
197 |
+
375,
|
198 |
376,
|
199 |
+
377,
|
200 |
379,
|
201 |
381,
|
202 |
+
382,
|
203 |
383,
|
204 |
385,
|
205 |
+
386,
|
206 |
+
388,
|
207 |
390,
|
208 |
+
393,
|
209 |
+
395,
|
210 |
+
397,
|
211 |
+
399,
|
|
|
212 |
401,
|
|
|
213 |
403,
|
214 |
+
404,
|
215 |
405,
|
216 |
+
406,
|
217 |
+
408,
|
218 |
410,
|
219 |
+
412,
|
220 |
413,
|
221 |
414,
|
222 |
+
415,
|
223 |
417,
|
224 |
418,
|
225 |
+
421,
|
226 |
422,
|
227 |
+
424,
|
228 |
426,
|
|
|
229 |
429,
|
230 |
430,
|
231 |
+
432,
|
232 |
433,
|
233 |
+
434,
|
234 |
437,
|
235 |
+
439,
|
236 |
441,
|
237 |
442,
|
238 |
+
445,
|
239 |
447,
|
240 |
+
450,
|
241 |
+
454,
|
242 |
+
456,
|
243 |
458,
|
|
|
244 |
461,
|
245 |
+
462,
|
246 |
465,
|
247 |
+
466,
|
248 |
468,
|
249 |
+
469,
|
250 |
471,
|
251 |
473,
|
252 |
475,
|
|
|
253 |
477,
|
254 |
480,
|
255 |
484,
|
256 |
486,
|
257 |
+
487,
|
258 |
490,
|
259 |
+
491,
|
260 |
492,
|
|
|
261 |
494,
|
262 |
496,
|
263 |
498,
|
264 |
+
499,
|
265 |
501,
|
266 |
+
504,
|
267 |
+
505,
|
268 |
506,
|
269 |
+
508,
|
270 |
+
510,
|
271 |
511,
|
272 |
+
513,
|
273 |
+
516,
|
274 |
517,
|
275 |
+
519,
|
276 |
520,
|
277 |
521,
|
278 |
+
524,
|
279 |
+
526,
|
280 |
+
528,
|
281 |
529,
|
282 |
+
531,
|
283 |
+
533,
|
284 |
+
535,
|
285 |
+
538,
|
286 |
539,
|
287 |
+
541,
|
288 |
542,
|
289 |
543,
|
290 |
+
545,
|
291 |
546,
|
292 |
547,
|
293 |
548,
|
294 |
+
550,
|
295 |
+
552,
|
296 |
+
554,
|
297 |
555,
|
298 |
556,
|
299 |
+
558,
|
300 |
+
560,
|
301 |
+
562,
|
302 |
563,
|
303 |
564,
|
304 |
565,
|
305 |
+
567,
|
306 |
568,
|
|
|
307 |
570,
|
308 |
+
571,
|
309 |
+
573,
|
310 |
+
575,
|
311 |
+
577,
|
312 |
+
579,
|
313 |
582,
|
314 |
+
583,
|
315 |
585,
|
316 |
587,
|
317 |
+
588,
|
318 |
589,
|
|
|
319 |
591,
|
320 |
+
592,
|
321 |
+
595,
|
322 |
+
596,
|
323 |
598,
|
324 |
+
599,
|
|
|
325 |
601,
|
326 |
+
604,
|
327 |
+
605,
|
328 |
606,
|
329 |
+
610,
|
330 |
+
611,
|
|
|
331 |
613,
|
332 |
615,
|
333 |
617,
|
334 |
619,
|
335 |
+
622,
|
336 |
+
623,
|
337 |
624,
|
338 |
+
626,
|
339 |
+
628,
|
340 |
+
630,
|
341 |
+
633,
|
342 |
+
635,
|
343 |
+
637,
|
|
|
344 |
639,
|
345 |
640,
|
346 |
642,
|
|
|
348 |
646,
|
349 |
648,
|
350 |
650,
|
351 |
+
651,
|
352 |
652,
|
353 |
+
653,
|
354 |
+
655,
|
355 |
656,
|
|
|
356 |
659,
|
|
|
357 |
662,
|
358 |
+
663,
|
359 |
665,
|
360 |
668,
|
361 |
669,
|
362 |
+
672,
|
363 |
+
673,
|
364 |
675,
|
365 |
+
676,
|
366 |
+
677,
|
367 |
678,
|
368 |
+
680,
|
|
|
|
|
369 |
683,
|
|
|
370 |
686,
|
371 |
+
688,
|
372 |
+
690,
|
373 |
692,
|
374 |
694,
|
375 |
+
695,
|
376 |
696,
|
377 |
+
697,
|
378 |
698,
|
379 |
+
699,
|
380 |
701,
|
|
|
381 |
703,
|
382 |
704,
|
383 |
705,
|
384 |
+
708,
|
|
|
385 |
711,
|
|
|
386 |
714,
|
387 |
+
716,
|
388 |
+
719,
|
389 |
+
720,
|
390 |
+
722,
|
391 |
724,
|
|
|
392 |
727,
|
393 |
+
729,
|
394 |
+
730,
|
395 |
732,
|
396 |
+
734,
|
397 |
737,
|
398 |
+
739,
|
399 |
+
741,
|
400 |
742,
|
401 |
744,
|
402 |
745,
|
403 |
+
746,
|
404 |
748,
|
405 |
750,
|
406 |
+
751,
|
407 |
753,
|
408 |
755,
|
409 |
756,
|
410 |
+
757,
|
411 |
758,
|
|
|
412 |
760,
|
413 |
762,
|
414 |
+
765,
|
415 |
+
766,
|
416 |
767,
|
|
|
417 |
769,
|
418 |
771,
|
419 |
+
774,
|
420 |
+
775,
|
421 |
777,
|
422 |
779,
|
423 |
781,
|
424 |
782,
|
425 |
783,
|
426 |
785,
|
427 |
+
786,
|
428 |
+
788,
|
429 |
+
790,
|
430 |
+
793,
|
431 |
794,
|
432 |
+
796,
|
433 |
+
798,
|
434 |
+
800,
|
435 |
801,
|
436 |
802,
|
437 |
+
804,
|
438 |
805,
|
439 |
806,
|
440 |
807,
|
441 |
+
810,
|
442 |
811,
|
443 |
812,
|
444 |
814,
|
|
|
446 |
816,
|
447 |
817,
|
448 |
819,
|
449 |
+
820,
|
450 |
824,
|
451 |
+
826,
|
452 |
+
827,
|
453 |
+
828,
|
454 |
829,
|
455 |
831,
|
456 |
832,
|
457 |
833,
|
458 |
835,
|
459 |
+
839,
|
460 |
+
841,
|
461 |
+
843,
|
462 |
+
845,
|
|
|
463 |
846,
|
464 |
+
849,
|
465 |
+
852,
|
466 |
+
855,
|
|
|
467 |
857,
|
468 |
+
859,
|
469 |
860,
|
470 |
+
861,
|
471 |
862,
|
|
|
472 |
865,
|
473 |
866,
|
474 |
+
871,
|
|
|
475 |
872,
|
476 |
+
875,
|
477 |
877,
|
478 |
+
879,
|
479 |
+
882,
|
480 |
+
883,
|
481 |
884,
|
|
|
482 |
886,
|
483 |
888,
|
484 |
890,
|
485 |
+
893,
|
486 |
895,
|
487 |
+
896,
|
488 |
897,
|
|
|
489 |
899,
|
490 |
+
901,
|
491 |
+
903,
|
492 |
+
905,
|
|
|
493 |
906,
|
494 |
+
907,
|
495 |
908,
|
496 |
+
909,
|
497 |
911,
|
|
|
|
|
498 |
915,
|
499 |
916,
|
|
|
|
|
500 |
920,
|
501 |
+
922,
|
502 |
+
923,
|
503 |
+
926,
|
504 |
928,
|
|
|
505 |
931,
|
506 |
+
932,
|
507 |
933,
|
508 |
+
934,
|
509 |
936,
|
510 |
937,
|
|
|
511 |
939,
|
|
|
512 |
942,
|
513 |
+
943,
|
514 |
945,
|
515 |
+
947,
|
516 |
+
951,
|
517 |
952,
|
518 |
+
954,
|
519 |
+
956,
|
520 |
957,
|
521 |
958,
|
522 |
960,
|
523 |
962,
|
524 |
963,
|
525 |
964,
|
|
|
526 |
967,
|
527 |
968,
|
528 |
+
969,
|
529 |
+
970,
|
530 |
971,
|
|
|
|
|
531 |
974,
|
532 |
975,
|
533 |
976,
|
534 |
+
978,
|
535 |
979,
|
|
|
536 |
981,
|
537 |
982,
|
538 |
983,
|
539 |
+
985,
|
540 |
+
987,
|
541 |
+
989,
|
542 |
992,
|
543 |
+
994,
|
544 |
+
996,
|
545 |
+
997,
|
546 |
998,
|
547 |
+
999,
|
548 |
+
1001,
|
549 |
+
1004,
|
550 |
1005,
|
551 |
1006,
|
|
|
552 |
1008,
|
553 |
+
1009,
|
554 |
+
1010,
|
555 |
1011,
|
556 |
1012,
|
557 |
+
1014,
|
558 |
1015,
|
559 |
1016,
|
|
|
560 |
1018,
|
561 |
+
1021
|
|
|
|
|
|
|
|
|
|
|
562 |
]
|
563 |
}
|
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 sha256:36a80e8416701a7b9d49e18ee2dd3c8fa9e4bb1da92fbe7217bb442d2728651e
|
3 |
+
size 217334
|
lemmatizer/trees
CHANGED
Binary files a/lemmatizer/trees and b/lemmatizer/trees differ
|
|
meta.json
CHANGED
@@ -1,14 +1,14 @@
|
|
1 |
{
|
2 |
"lang":"pt",
|
3 |
"name":"core_news_md",
|
4 |
-
"version":"3.
|
5 |
"description":"Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.",
|
6 |
"author":"Explosion",
|
7 |
"email":"[email protected]",
|
8 |
"url":"https://explosion.ai",
|
9 |
"license":"CC BY-SA 4.0",
|
10 |
-
"spacy_version":">=3.
|
11 |
-
"spacy_git_version":"
|
12 |
"vectors":{
|
13 |
"width":300,
|
14 |
"vectors":20000,
|
@@ -148,6 +148,7 @@
|
|
148 |
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
|
149 |
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
|
150 |
"POS=AUX|VerbForm=Part",
|
|
|
151 |
"Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
|
152 |
"Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
|
153 |
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
|
@@ -643,16 +644,16 @@
|
|
643 |
"token_p":0.9988117635,
|
644 |
"token_r":0.9995045581,
|
645 |
"token_f":0.9991580407,
|
646 |
-
"pos_acc":0.
|
647 |
-
"morph_acc":0.
|
648 |
-
"morph_micro_p":0.
|
649 |
-
"morph_micro_r":0.
|
650 |
-
"morph_micro_f":0.
|
651 |
"morph_per_feat":{
|
652 |
"Mood":{
|
653 |
-
"p":0.
|
654 |
-
"r":0.
|
655 |
-
"f":0.
|
656 |
},
|
657 |
"Number":{
|
658 |
"p":0.9923365655,
|
@@ -660,191 +661,191 @@
|
|
660 |
"f":0.9902458057
|
661 |
},
|
662 |
"Person":{
|
663 |
-
"p":0.
|
664 |
-
"r":0.
|
665 |
-
"f":0.
|
666 |
},
|
667 |
"Tense":{
|
668 |
-
"p":0.
|
669 |
-
"r":0.
|
670 |
-
"f":0.
|
671 |
},
|
672 |
"VerbForm":{
|
673 |
-
"p":0.
|
674 |
"r":0.9809825674,
|
675 |
-
"f":0.
|
676 |
},
|
677 |
"Gender":{
|
678 |
-
"p":0.
|
679 |
-
"r":0.
|
680 |
-
"f":0.
|
681 |
},
|
682 |
"PronType":{
|
683 |
-
"p":0.
|
684 |
-
"r":0.
|
685 |
-
"f":0.
|
686 |
},
|
687 |
"Definite":{
|
688 |
-
"p":0.
|
689 |
"r":0.9932249322,
|
690 |
-
"f":0.
|
691 |
},
|
692 |
"NumType":{
|
693 |
-
"p":0.
|
694 |
-
"r":0.
|
695 |
-
"f":0.
|
696 |
},
|
697 |
"Voice":{
|
698 |
-
"p":0.
|
699 |
"r":0.9302325581,
|
700 |
-
"f":0.
|
701 |
},
|
702 |
"Polarity":{
|
703 |
-
"p":
|
704 |
"r":1.0,
|
705 |
-
"f":
|
706 |
},
|
707 |
"Case":{
|
708 |
-
"p":0.
|
709 |
"r":0.9285714286,
|
710 |
-
"f":0.
|
711 |
}
|
712 |
},
|
713 |
-
"sents_p":0.
|
714 |
-
"sents_r":0.
|
715 |
-
"sents_f":0.
|
716 |
-
"dep_uas":0.
|
717 |
-
"dep_las":0.
|
718 |
"dep_las_per_type":{
|
719 |
"cop":{
|
720 |
-
"p":0.
|
721 |
-
"r":0.
|
722 |
-
"f":0.
|
723 |
},
|
724 |
"root":{
|
725 |
-
"p":0.
|
726 |
"r":0.9,
|
727 |
-
"f":0.
|
728 |
},
|
729 |
"det":{
|
730 |
-
"p":0.
|
731 |
-
"r":0.
|
732 |
-
"f":0.
|
733 |
},
|
734 |
"amod":{
|
735 |
-
"p":0.
|
736 |
-
"r":0.
|
737 |
-
"f":0.
|
738 |
},
|
739 |
"nsubj":{
|
740 |
-
"p":0.
|
741 |
-
"r":0.
|
742 |
-
"f":0.
|
743 |
},
|
744 |
"case":{
|
745 |
-
"p":0.
|
746 |
"r":0.979578813,
|
747 |
-
"f":0.
|
748 |
},
|
749 |
"nmod":{
|
750 |
-
"p":0.
|
751 |
-
"r":0.
|
752 |
-
"f":0.
|
753 |
},
|
754 |
"flat:name":{
|
755 |
-
"p":0.
|
756 |
"r":0.9054545455,
|
757 |
-
"f":0.
|
758 |
},
|
759 |
"acl":{
|
760 |
-
"p":0.
|
761 |
-
"r":0.
|
762 |
-
"f":0.
|
763 |
},
|
764 |
"advmod":{
|
765 |
-
"p":0.
|
766 |
-
"r":0.
|
767 |
-
"f":0.
|
768 |
},
|
769 |
"obl":{
|
770 |
-
"p":0.
|
771 |
-
"r":0.
|
772 |
-
"f":0.
|
773 |
},
|
774 |
"conj":{
|
775 |
-
"p":0.
|
776 |
-
"r":0.
|
777 |
-
"f":0.
|
778 |
},
|
779 |
"cc":{
|
780 |
-
"p":0.
|
781 |
-
"r":0.
|
782 |
-
"f":0.
|
783 |
},
|
784 |
"obj":{
|
785 |
-
"p":0.
|
786 |
-
"r":0.
|
787 |
-
"f":0.
|
788 |
},
|
789 |
"obl:agent":{
|
790 |
-
"p":0.
|
791 |
-
"r":0.
|
792 |
-
"f":0.
|
793 |
},
|
794 |
"acl:relcl":{
|
795 |
-
"p":0.
|
796 |
-
"r":0.
|
797 |
-
"f":0.
|
798 |
},
|
799 |
"mark":{
|
800 |
-
"p":0.
|
801 |
-
"r":0.
|
802 |
-
"f":0.
|
803 |
},
|
804 |
"advcl":{
|
805 |
-
"p":0.
|
806 |
-
"r":0.
|
807 |
-
"f":0.
|
808 |
},
|
809 |
"xcomp":{
|
810 |
-
"p":0.
|
811 |
-
"r":0.
|
812 |
-
"f":0.
|
813 |
},
|
814 |
"iobj":{
|
815 |
-
"p":0.
|
816 |
-
"r":0.
|
817 |
-
"f":0.
|
818 |
},
|
819 |
"appos":{
|
820 |
-
"p":0.
|
821 |
-
"r":0.
|
822 |
-
"f":0.
|
823 |
},
|
824 |
"fixed":{
|
825 |
-
"p":0.
|
826 |
"r":0.7678571429,
|
827 |
-
"f":0.
|
828 |
},
|
829 |
"nummod":{
|
830 |
-
"p":0.
|
831 |
-
"r":0.
|
832 |
-
"f":0.
|
833 |
},
|
834 |
"aux":{
|
835 |
-
"p":0.
|
836 |
"r":0.9677419355,
|
837 |
-
"f":0.
|
838 |
},
|
839 |
"csubj":{
|
840 |
-
"p":0.
|
841 |
"r":0.375,
|
842 |
-
"f":0.
|
843 |
},
|
844 |
"ccomp":{
|
845 |
-
"p":0.
|
846 |
"r":0.6166666667,
|
847 |
-
"f":0.
|
848 |
},
|
849 |
"orphan":{
|
850 |
"p":0.0,
|
@@ -857,24 +858,19 @@
|
|
857 |
"f":1.0
|
858 |
},
|
859 |
"aux:pass":{
|
860 |
-
"p":0
|
861 |
"r":0.9852941176,
|
862 |
-
"f":0.
|
863 |
},
|
864 |
"nsubj:pass":{
|
865 |
-
"p":0.
|
866 |
-
"r":0.
|
867 |
-
"f":0.
|
868 |
},
|
869 |
"parataxis":{
|
870 |
-
"p":0.
|
871 |
"r":0.3521126761,
|
872 |
-
"f":0.
|
873 |
-
},
|
874 |
-
"dep":{
|
875 |
-
"p":0.0,
|
876 |
-
"r":0.0,
|
877 |
-
"f":0.0
|
878 |
},
|
879 |
"list":{
|
880 |
"p":0.0,
|
@@ -882,14 +878,19 @@
|
|
882 |
"f":0.0
|
883 |
},
|
884 |
"expl":{
|
885 |
-
"p":0.
|
886 |
-
"r":
|
887 |
-
"f":0.
|
888 |
},
|
889 |
"compound":{
|
890 |
-
"p":0.
|
891 |
-
"r":0.
|
892 |
-
"f":0.
|
|
|
|
|
|
|
|
|
|
|
893 |
},
|
894 |
"vocative":{
|
895 |
"p":0.0,
|
@@ -897,9 +898,9 @@
|
|
897 |
"f":0.0
|
898 |
},
|
899 |
"discourse":{
|
900 |
-
"p":
|
901 |
-
"r":0.
|
902 |
-
"f":0.
|
903 |
},
|
904 |
"expl:pass":{
|
905 |
"p":0.0,
|
@@ -908,38 +909,38 @@
|
|
908 |
},
|
909 |
"flat:foreign":{
|
910 |
"p":1.0,
|
911 |
-
"r":0.
|
912 |
-
"f":0.
|
913 |
}
|
914 |
},
|
915 |
-
"lemma_acc":0.
|
916 |
-
"tag_acc":0.
|
917 |
-
"ents_p":0.
|
918 |
-
"ents_r":0.
|
919 |
-
"ents_f":0.
|
920 |
"ents_per_type":{
|
921 |
"LOC":{
|
922 |
-
"p":0.
|
923 |
-
"r":0.
|
924 |
-
"f":0.
|
925 |
},
|
926 |
"PER":{
|
927 |
-
"p":0.
|
928 |
-
"r":0.
|
929 |
-
"f":0.
|
930 |
},
|
931 |
"ORG":{
|
932 |
-
"p":0.
|
933 |
-
"r":0.
|
934 |
-
"f":0.
|
935 |
},
|
936 |
"MISC":{
|
937 |
-
"p":0.
|
938 |
-
"r":0.
|
939 |
-
"f":0.
|
940 |
}
|
941 |
},
|
942 |
-
"speed":
|
943 |
},
|
944 |
"sources":[
|
945 |
{
|
|
|
1 |
{
|
2 |
"lang":"pt",
|
3 |
"name":"core_news_md",
|
4 |
+
"version":"3.4.0",
|
5 |
"description":"Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.",
|
6 |
"author":"Explosion",
|
7 |
"email":"[email protected]",
|
8 |
"url":"https://explosion.ai",
|
9 |
"license":"CC BY-SA 4.0",
|
10 |
+
"spacy_version":">=3.4.0,<3.5.0",
|
11 |
+
"spacy_git_version":"dd038b536",
|
12 |
"vectors":{
|
13 |
"width":300,
|
14 |
"vectors":20000,
|
|
|
148 |
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
|
149 |
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
|
150 |
"POS=AUX|VerbForm=Part",
|
151 |
+
"POS=SPACE",
|
152 |
"Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
|
153 |
"Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
|
154 |
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
|
|
|
644 |
"token_p":0.9988117635,
|
645 |
"token_r":0.9995045581,
|
646 |
"token_f":0.9991580407,
|
647 |
+
"pos_acc":0.9702764292,
|
648 |
+
"morph_acc":0.9565561995,
|
649 |
+
"morph_micro_p":0.9796550656,
|
650 |
+
"morph_micro_r":0.9775350371,
|
651 |
+
"morph_micro_f":0.9785939031,
|
652 |
"morph_per_feat":{
|
653 |
"Mood":{
|
654 |
+
"p":0.9782608696,
|
655 |
+
"r":0.9794437727,
|
656 |
+
"f":0.9788519637
|
657 |
},
|
658 |
"Number":{
|
659 |
"p":0.9923365655,
|
|
|
661 |
"f":0.9902458057
|
662 |
},
|
663 |
"Person":{
|
664 |
+
"p":0.974522293,
|
665 |
+
"r":0.9797225187,
|
666 |
+
"f":0.977115487
|
667 |
},
|
668 |
"Tense":{
|
669 |
+
"p":0.9402795426,
|
670 |
+
"r":0.9736842105,
|
671 |
+
"f":0.9566903685
|
672 |
},
|
673 |
"VerbForm":{
|
674 |
+
"p":0.975571316,
|
675 |
"r":0.9809825674,
|
676 |
+
"f":0.9782694587
|
677 |
},
|
678 |
"Gender":{
|
679 |
+
"p":0.9656702025,
|
680 |
+
"r":0.9575444636,
|
681 |
+
"f":0.9615901671
|
682 |
},
|
683 |
"PronType":{
|
684 |
+
"p":0.9921956296,
|
685 |
+
"r":0.9855297158,
|
686 |
+
"f":0.9888514389
|
687 |
},
|
688 |
"Definite":{
|
689 |
+
"p":0.9972789116,
|
690 |
"r":0.9932249322,
|
691 |
+
"f":0.9952477936
|
692 |
},
|
693 |
"NumType":{
|
694 |
+
"p":0.9644012945,
|
695 |
+
"r":0.9770491803,
|
696 |
+
"f":0.9706840391
|
697 |
},
|
698 |
"Voice":{
|
699 |
+
"p":0.8988764045,
|
700 |
"r":0.9302325581,
|
701 |
+
"f":0.9142857143
|
702 |
},
|
703 |
"Polarity":{
|
704 |
+
"p":0.9863013699,
|
705 |
"r":1.0,
|
706 |
+
"f":0.9931034483
|
707 |
},
|
708 |
"Case":{
|
709 |
+
"p":0.9285714286,
|
710 |
"r":0.9285714286,
|
711 |
+
"f":0.9285714286
|
712 |
}
|
713 |
},
|
714 |
+
"sents_p":0.9255220912,
|
715 |
+
"sents_r":0.9574530624,
|
716 |
+
"sents_f":0.9412168385,
|
717 |
+
"dep_uas":0.9010773751,
|
718 |
+
"dep_las":0.8627722088,
|
719 |
"dep_las_per_type":{
|
720 |
"cop":{
|
721 |
+
"p":0.88,
|
722 |
+
"r":0.9361702128,
|
723 |
+
"f":0.9072164948
|
724 |
},
|
725 |
"root":{
|
726 |
+
"p":0.9130434783,
|
727 |
"r":0.9,
|
728 |
+
"f":0.9064748201
|
729 |
},
|
730 |
"det":{
|
731 |
+
"p":0.9757174393,
|
732 |
+
"r":0.9703622393,
|
733 |
+
"f":0.9730324711
|
734 |
},
|
735 |
"amod":{
|
736 |
+
"p":0.9413202934,
|
737 |
+
"r":0.9390243902,
|
738 |
+
"f":0.9401709402
|
739 |
},
|
740 |
"nsubj":{
|
741 |
+
"p":0.8924162257,
|
742 |
+
"r":0.8830715532,
|
743 |
+
"f":0.8877192982
|
744 |
},
|
745 |
"case":{
|
746 |
+
"p":0.9777070064,
|
747 |
"r":0.979578813,
|
748 |
+
"f":0.9786420147
|
749 |
},
|
750 |
"nmod":{
|
751 |
+
"p":0.8161044614,
|
752 |
+
"r":0.8351893096,
|
753 |
+
"f":0.8255365988
|
754 |
},
|
755 |
"flat:name":{
|
756 |
+
"p":0.8798586572,
|
757 |
"r":0.9054545455,
|
758 |
+
"f":0.8924731183
|
759 |
},
|
760 |
"acl":{
|
761 |
+
"p":0.6422018349,
|
762 |
+
"r":0.6034482759,
|
763 |
+
"f":0.6222222222
|
764 |
},
|
765 |
"advmod":{
|
766 |
+
"p":0.8242074928,
|
767 |
+
"r":0.8125,
|
768 |
+
"f":0.8183118741
|
769 |
},
|
770 |
"obl":{
|
771 |
+
"p":0.7002012072,
|
772 |
+
"r":0.7160493827,
|
773 |
+
"f":0.7080366226
|
774 |
},
|
775 |
"conj":{
|
776 |
+
"p":0.6094890511,
|
777 |
+
"r":0.6162361624,
|
778 |
+
"f":0.6128440367
|
779 |
},
|
780 |
"cc":{
|
781 |
+
"p":0.9004329004,
|
782 |
+
"r":0.9043478261,
|
783 |
+
"f":0.9023861171
|
784 |
},
|
785 |
"obj":{
|
786 |
+
"p":0.8565656566,
|
787 |
+
"r":0.816955684,
|
788 |
+
"f":0.8362919132
|
789 |
},
|
790 |
"obl:agent":{
|
791 |
+
"p":0.7941176471,
|
792 |
+
"r":0.9,
|
793 |
+
"f":0.84375
|
794 |
},
|
795 |
"acl:relcl":{
|
796 |
+
"p":0.7314814815,
|
797 |
+
"r":0.7452830189,
|
798 |
+
"f":0.738317757
|
799 |
},
|
800 |
"mark":{
|
801 |
+
"p":0.8731707317,
|
802 |
+
"r":0.8364485981,
|
803 |
+
"f":0.8544152745
|
804 |
},
|
805 |
"advcl":{
|
806 |
+
"p":0.553030303,
|
807 |
+
"r":0.6517857143,
|
808 |
+
"f":0.5983606557
|
809 |
},
|
810 |
"xcomp":{
|
811 |
+
"p":0.7615384615,
|
812 |
+
"r":0.792,
|
813 |
+
"f":0.7764705882
|
814 |
},
|
815 |
"iobj":{
|
816 |
+
"p":0.3,
|
817 |
+
"r":0.1363636364,
|
818 |
+
"f":0.1875
|
819 |
},
|
820 |
"appos":{
|
821 |
+
"p":0.6,
|
822 |
+
"r":0.6036585366,
|
823 |
+
"f":0.6018237082
|
824 |
},
|
825 |
"fixed":{
|
826 |
+
"p":0.7818181818,
|
827 |
"r":0.7678571429,
|
828 |
+
"f":0.7747747748
|
829 |
},
|
830 |
"nummod":{
|
831 |
+
"p":0.9677419355,
|
832 |
+
"r":0.9615384615,
|
833 |
+
"f":0.9646302251
|
834 |
},
|
835 |
"aux":{
|
836 |
+
"p":0.9090909091,
|
837 |
"r":0.9677419355,
|
838 |
+
"f":0.9375
|
839 |
},
|
840 |
"csubj":{
|
841 |
+
"p":0.5,
|
842 |
"r":0.375,
|
843 |
+
"f":0.4285714286
|
844 |
},
|
845 |
"ccomp":{
|
846 |
+
"p":0.7551020408,
|
847 |
"r":0.6166666667,
|
848 |
+
"f":0.6788990826
|
849 |
},
|
850 |
"orphan":{
|
851 |
"p":0.0,
|
|
|
858 |
"f":1.0
|
859 |
},
|
860 |
"aux:pass":{
|
861 |
+
"p":1.0,
|
862 |
"r":0.9852941176,
|
863 |
+
"f":0.9925925926
|
864 |
},
|
865 |
"nsubj:pass":{
|
866 |
+
"p":0.8545454545,
|
867 |
+
"r":0.8703703704,
|
868 |
+
"f":0.8623853211
|
869 |
},
|
870 |
"parataxis":{
|
871 |
+
"p":0.4464285714,
|
872 |
"r":0.3521126761,
|
873 |
+
"f":0.3937007874
|
|
|
|
|
|
|
|
|
|
|
874 |
},
|
875 |
"list":{
|
876 |
"p":0.0,
|
|
|
878 |
"f":0.0
|
879 |
},
|
880 |
"expl":{
|
881 |
+
"p":0.7826086957,
|
882 |
+
"r":0.9473684211,
|
883 |
+
"f":0.8571428571
|
884 |
},
|
885 |
"compound":{
|
886 |
+
"p":0.6666666667,
|
887 |
+
"r":0.4,
|
888 |
+
"f":0.5
|
889 |
+
},
|
890 |
+
"dep":{
|
891 |
+
"p":0.0,
|
892 |
+
"r":0.0,
|
893 |
+
"f":0.0
|
894 |
},
|
895 |
"vocative":{
|
896 |
"p":0.0,
|
|
|
898 |
"f":0.0
|
899 |
},
|
900 |
"discourse":{
|
901 |
+
"p":0.0,
|
902 |
+
"r":0.0,
|
903 |
+
"f":0.0
|
904 |
},
|
905 |
"expl:pass":{
|
906 |
"p":0.0,
|
|
|
909 |
},
|
910 |
"flat:foreign":{
|
911 |
"p":1.0,
|
912 |
+
"r":0.75,
|
913 |
+
"f":0.8571428571
|
914 |
}
|
915 |
},
|
916 |
+
"lemma_acc":0.9704323709,
|
917 |
+
"tag_acc":0.8961656594,
|
918 |
+
"ents_p":0.8956672035,
|
919 |
+
"ents_r":0.8974475036,
|
920 |
+
"ents_f":0.8965564698,
|
921 |
"ents_per_type":{
|
922 |
"LOC":{
|
923 |
+
"p":0.9137775621,
|
924 |
+
"r":0.9267580872,
|
925 |
+
"f":0.9202220515
|
926 |
},
|
927 |
"PER":{
|
928 |
+
"p":0.9074120083,
|
929 |
+
"r":0.9246413502,
|
930 |
+
"f":0.9159456635
|
931 |
},
|
932 |
"ORG":{
|
933 |
+
"p":0.8469882299,
|
934 |
+
"r":0.8197453652,
|
935 |
+
"f":0.8331441544
|
936 |
},
|
937 |
"MISC":{
|
938 |
+
"p":0.8156128576,
|
939 |
+
"r":0.763810784,
|
940 |
+
"f":0.7888623164
|
941 |
}
|
942 |
},
|
943 |
+
"speed":11566.5552368993
|
944 |
},
|
945 |
"sources":[
|
946 |
{
|
morphologizer/cfg
CHANGED
@@ -129,6 +129,7 @@
|
|
129 |
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
|
130 |
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
|
131 |
"POS=AUX|VerbForm=Part":"VerbForm=Part",
|
|
|
132 |
"Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
|
133 |
"Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
|
134 |
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
|
@@ -680,6 +681,7 @@
|
|
680 |
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
|
681 |
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
|
682 |
"POS=AUX|VerbForm=Part":87,
|
|
|
683 |
"Gender=Fem|Number=Sing|POS=DET|PronType=Ind":90,
|
684 |
"Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
|
685 |
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":87,
|
|
|
129 |
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
|
130 |
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
|
131 |
"POS=AUX|VerbForm=Part":"VerbForm=Part",
|
132 |
+
"POS=SPACE":"",
|
133 |
"Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
|
134 |
"Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
|
135 |
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
|
|
|
681 |
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
|
682 |
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
|
683 |
"POS=AUX|VerbForm=Part":87,
|
684 |
+
"POS=SPACE":103,
|
685 |
"Gender=Fem|Number=Sing|POS=DET|PronType=Ind":90,
|
686 |
"Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
|
687 |
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":87,
|
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 sha256:4df7fdfaed5122e8cb9c997cd0104542cbeaaf6e3dd4b3b2c4cc71590b741d08
|
3 |
+
size 213842
|
ner/model
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 6496592
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2d214dd301660034a4c5b0613c4a77e32bb89f8904051a0ac87a5ec328015b16
|
3 |
size 6496592
|
ner/moves
CHANGED
@@ -1 +1 @@
|
|
1 |
-
��moves��{"0":{},"1":{"LOC":
|
|
|
1 |
+
��moves��{"0":{},"1":{"LOC":137705,"PER":65149,"MISC":38744,"ORG":25055},"2":{"LOC":137705,"PER":65149,"MISC":38744,"ORG":25055},"3":{"LOC":137705,"PER":65149,"MISC":38744,"ORG":25055},"4":{"LOC":137705,"PER":65149,"MISC":38744,"ORG":25055,"":1},"5":{"":1}}�cfg��neg_key�
|
parser/model
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 312369
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1f87d15f1e2d2f137e30f45f3e175bbe15e09b74b81344715d98ab3f2f7425e7
|
3 |
size 312369
|
parser/moves
CHANGED
@@ -1 +1 @@
|
|
1 |
-
��moves
|
|
|
1 |
+
��moves�@{"0":{"":95290},"1":{"":88909},"2":{"case":29410,"det":17231,"punct":9481,"nsubj":8570,"advmod":5062,"cc":4755,"mark":4681,"amod":2611,"cop":2402,"obl":2095,"nummod":1939,"aux:pass":1065,"aux":902,"nsubj:pass":758,"obj":690,"advcl":568,"expl":504,"nmod":322,"parataxis":265,"advmod||xcomp":250,"mark||xcomp":229,"iobj":152,"acl":127,"obl||xcomp":125,"cc||xcomp":115,"ccomp":104,"punct||acl":93,"csubj":67,"punct||xcomp":66,"advcl||xcomp":58,"discourse":50,"obj||xcomp":48,"dep":0},"3":{"punct":17171,"nmod":16534,"obj":7834,"obl":6961,"amod":5980,"conj":5767,"flat:name":5196,"xcomp":2948,"appos":2602,"acl":2283,"acl:relcl":2282,"advmod":1777,"advcl":1762,"fixed":1288,"ccomp":1211,"dep":1111,"nsubj":1100,"parataxis":696,"obl:agent":660,"flat":413,"nummod":410,"iobj":393,"compound":344,"csubj":245,"nsubj:pass":133,"det":113,"acl:relcl||nmod":82,"cop":73,"cc":73,"flat:foreign":63,"punct||conj":60,"nmod||nmod":55,"conj||nmod":55,"acl:relcl||obl":49,"nmod||obj":48,"appos||nmod":47,"acl:relcl||obj":44,"punct||xcomp":43,"det||obl":35,"punct||acl":33,"acl||nsubj":30},"4":{"ROOT":8328}}�cfg��neg_key�
|
pt_core_news_md-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 sha256:3ca11ef6b65b2bb1114d48aab1adb8cdef2a459d30af53278216a029b84a0cf0
|
3 |
+
size 42372596
|
senter/model
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 219953
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:03594cf98402b2b6809e2c01a6654fc170dd4f705cc8b45488c8caf7db457ed6
|
3 |
size 219953
|
tok2vec/model
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 6365604
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6879400fc71e36fda2421074dceb5b733e83f21652a73541126b1569c552f442
|
3 |
size 6365604
|
vocab/key2row
CHANGED
Binary files a/vocab/key2row and b/vocab/key2row differ
|
|
vocab/strings.json
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 sha256:65521b738cfbc75272e6b2ce99bbf27fad57a614d9cf14088e2fb8a9c84a779d
|
3 |
+
size 9850838
|