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Parent(s):
f3af7c7
Update spaCy pipeline
Browse files- .gitattributes +1 -0
- LICENSES_SOURCES +2 -440
- README.md +58 -44
- accuracy.json +193 -193
- attribute_ruler/patterns +0 -0
- config.cfg +39 -17
- de_core_news_md-any-py3-none-any.whl +2 -2
- lemmatizer/cfg +1314 -0
- lemmatizer/{lookups/lookups.bin → model} +2 -2
- lemmatizer/trees +0 -0
- meta.json +199 -212
- morphologizer/model +2 -2
- ner/model +2 -2
- parser/model +1 -1
- parser/moves +1 -1
- senter/model +2 -2
- tagger/cfg +1 -0
- tagger/model +2 -2
- tok2vec/model +2 -2
- tokenizer +2 -2
- vocab/key2row +0 -0
- vocab/strings.json +2 -2
.gitattributes
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*strings.json filter=lfs diff=lfs merge=lfs -text
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vectors filter=lfs diff=lfs merge=lfs -text
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model filter=lfs diff=lfs merge=lfs -text
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*strings.json filter=lfs diff=lfs merge=lfs -text
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vectors filter=lfs diff=lfs merge=lfs -text
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model filter=lfs diff=lfs merge=lfs -text
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*key2row filter=lfs diff=lfs merge=lfs -text
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# Sprogteknologisk orddatabase over det danske sprog
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* Author: Center for Language Technology, University of Copenhagen
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* URL: https://cst.ku.dk/sto_ordbase/
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* License: CC BY-SA 4.0
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```
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-
|
| 359 |
-
b. Where Your right to use the Licensed Material has terminated under
|
| 360 |
-
Section 6(a), it reinstates:
|
| 361 |
-
|
| 362 |
-
1. automatically as of the date the violation is cured, provided
|
| 363 |
-
it is cured within 30 days of Your discovery of the
|
| 364 |
-
violation; or
|
| 365 |
-
|
| 366 |
-
2. upon express reinstatement by the Licensor.
|
| 367 |
-
|
| 368 |
-
For the avoidance of doubt, this Section 6(b) does not affect any
|
| 369 |
-
right the Licensor may have to seek remedies for Your violations
|
| 370 |
-
of this Public License.
|
| 371 |
-
|
| 372 |
-
c. For the avoidance of doubt, the Licensor may also offer the
|
| 373 |
-
Licensed Material under separate terms or conditions or stop
|
| 374 |
-
distributing the Licensed Material at any time; however, doing so
|
| 375 |
-
will not terminate this Public License.
|
| 376 |
-
|
| 377 |
-
d. Sections 1, 5, 6, 7, and 8 survive termination of this Public
|
| 378 |
-
License.
|
| 379 |
-
|
| 380 |
-
|
| 381 |
-
Section 7 -- Other Terms and Conditions.
|
| 382 |
-
|
| 383 |
-
a. The Licensor shall not be bound by any additional or different
|
| 384 |
-
terms or conditions communicated by You unless expressly agreed.
|
| 385 |
-
|
| 386 |
-
b. Any arrangements, understandings, or agreements regarding the
|
| 387 |
-
Licensed Material not stated herein are separate from and
|
| 388 |
-
independent of the terms and conditions of this Public License.
|
| 389 |
-
|
| 390 |
-
|
| 391 |
-
Section 8 -- Interpretation.
|
| 392 |
-
|
| 393 |
-
a. For the avoidance of doubt, this Public License does not, and
|
| 394 |
-
shall not be interpreted to, reduce, limit, restrict, or impose
|
| 395 |
-
conditions on any use of the Licensed Material that could lawfully
|
| 396 |
-
be made without permission under this Public License.
|
| 397 |
-
|
| 398 |
-
b. To the extent possible, if any provision of this Public License is
|
| 399 |
-
deemed unenforceable, it shall be automatically reformed to the
|
| 400 |
-
minimum extent necessary to make it enforceable. If the provision
|
| 401 |
-
cannot be reformed, it shall be severed from this Public License
|
| 402 |
-
without affecting the enforceability of the remaining terms and
|
| 403 |
-
conditions.
|
| 404 |
-
|
| 405 |
-
c. No term or condition of this Public License will be waived and no
|
| 406 |
-
failure to comply consented to unless expressly agreed to by the
|
| 407 |
-
Licensor.
|
| 408 |
-
|
| 409 |
-
d. Nothing in this Public License constitutes or may be interpreted
|
| 410 |
-
as a limitation upon, or waiver of, any privileges and immunities
|
| 411 |
-
that apply to the Licensor or You, including from the legal
|
| 412 |
-
processes of any jurisdiction or authority.
|
| 413 |
-
|
| 414 |
-
|
| 415 |
-
=======================================================================
|
| 416 |
-
|
| 417 |
-
Creative Commons is not a party to its public
|
| 418 |
-
licenses. Notwithstanding, Creative Commons may elect to apply one of
|
| 419 |
-
its public licenses to material it publishes and in those instances
|
| 420 |
-
will be considered the “Licensor.” The text of the Creative Commons
|
| 421 |
-
public licenses is dedicated to the public domain under the CC0 Public
|
| 422 |
-
Domain Dedication. Except for the limited purpose of indicating that
|
| 423 |
-
material is shared under a Creative Commons public license or as
|
| 424 |
-
otherwise permitted by the Creative Commons policies published at
|
| 425 |
-
creativecommons.org/policies, Creative Commons does not authorize the
|
| 426 |
-
use of the trademark "Creative Commons" or any other trademark or logo
|
| 427 |
-
of Creative Commons without its prior written consent including,
|
| 428 |
-
without limitation, in connection with any unauthorized modifications
|
| 429 |
-
to any of its public licenses or any other arrangements,
|
| 430 |
-
understandings, or agreements concerning use of licensed material. For
|
| 431 |
-
the avoidance of doubt, this paragraph does not form part of the
|
| 432 |
-
public licenses.
|
| 433 |
-
|
| 434 |
-
Creative Commons may be contacted at creativecommons.org.
|
| 435 |
-
|
| 436 |
-
```
|
| 437 |
-
|
| 438 |
-
|
| 439 |
-
|
| 440 |
-
|
| 441 |
# TIGER Corpus
|
| 442 |
|
| 443 |
* Author: Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit
|
|
@@ -469,6 +29,8 @@ Creative Commons may be contacted at creativecommons.org.
|
|
| 469 |
* License: CC BY 4.0
|
| 470 |
|
| 471 |
```
|
|
|
|
|
|
|
| 472 |
By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution 4.0 International Public License ("Public License"). To the extent this Public License may be interpreted as a contract, You are granted the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions.
|
| 473 |
|
| 474 |
Section 1 – Definitions.
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|
| 1 |
# TIGER Corpus
|
| 2 |
|
| 3 |
* Author: Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit
|
| 29 |
* License: CC BY 4.0
|
| 30 |
|
| 31 |
```
|
| 32 |
+
Creative Commons Attribution 4.0 International Public License
|
| 33 |
+
|
| 34 |
By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution 4.0 International Public License ("Public License"). To the extent this Public License may be interpreted as a contract, You are granted the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions.
|
| 35 |
|
| 36 |
Section 1 – Definitions.
|
README.md
CHANGED
|
@@ -14,61 +14,76 @@ 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.
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
| 24 |
- task:
|
| 25 |
name: POS
|
| 26 |
type: token-classification
|
| 27 |
metrics:
|
| 28 |
-
- name: POS Accuracy
|
| 29 |
type: accuracy
|
| 30 |
-
value: 0.
|
| 31 |
- task:
|
| 32 |
-
name:
|
| 33 |
type: token-classification
|
| 34 |
metrics:
|
| 35 |
-
- name:
|
| 36 |
-
type:
|
| 37 |
-
value: 0.
|
| 38 |
-
- name: SENTER Recall
|
| 39 |
-
type: recall
|
| 40 |
-
value: 0.9585455158
|
| 41 |
-
- name: SENTER F Score
|
| 42 |
-
type: f_score
|
| 43 |
-
value: 0.9473465573
|
| 44 |
- task:
|
| 45 |
-
name:
|
| 46 |
type: token-classification
|
| 47 |
metrics:
|
| 48 |
-
- name:
|
| 49 |
type: accuracy
|
| 50 |
-
value: 0.
|
|
|
|
|
|
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|
|
| 51 |
- task:
|
| 52 |
name: LABELED_DEPENDENCIES
|
| 53 |
type: token-classification
|
| 54 |
metrics:
|
| 55 |
-
- name: Labeled
|
| 56 |
-
type:
|
| 57 |
-
value: 0.
|
|
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|
| 58 |
---
|
| 59 |
### Details: https://spacy.io/models/de#de_core_news_md
|
| 60 |
|
| 61 |
-
German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser,
|
| 62 |
|
| 63 |
| Feature | Description |
|
| 64 |
| --- | --- |
|
| 65 |
| **Name** | `de_core_news_md` |
|
| 66 |
-
| **Version** | `3.
|
| 67 |
-
| **spaCy** | `>=3.
|
| 68 |
-
| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `
|
| 69 |
-
| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `
|
| 70 |
| **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
|
| 71 |
-
| **Sources** | [
|
| 72 |
| **License** | `MIT` |
|
| 73 |
| **Author** | [Explosion](https://explosion.ai) |
|
| 74 |
|
|
@@ -76,14 +91,13 @@ German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, p
|
|
| 76 |
|
| 77 |
<details>
|
| 78 |
|
| 79 |
-
<summary>View label scheme (
|
| 80 |
|
| 81 |
| Component | Labels |
|
| 82 |
| --- | --- |
|
| 83 |
| **`tagger`** | `$(`, `$,`, `$.`, `ADJA`, `ADJD`, `ADV`, `APPO`, `APPR`, `APPRART`, `APZR`, `ART`, `CARD`, `FM`, `ITJ`, `KOKOM`, `KON`, `KOUI`, `KOUS`, `NE`, `NN`, `NNE`, `PDAT`, `PDS`, `PIAT`, `PIS`, `PPER`, `PPOSAT`, `PPOSS`, `PRELAT`, `PRELS`, `PRF`, `PROAV`, `PTKA`, `PTKANT`, `PTKNEG`, `PTKVZ`, `PTKZU`, `PWAT`, `PWAV`, `PWS`, `TRUNC`, `VAFIN`, `VAIMP`, `VAINF`, `VAPP`, `VMFIN`, `VMINF`, `VMPP`, `VVFIN`, `VVIMP`, `VVINF`, `VVIZU`, `VVPP`, `XY` |
|
| 84 |
-
| **`morphologizer`** | `POS=PUNCT`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=ADV`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `POS=VERB\|VerbForm=Part`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Foreign=Yes\|POS=X`, `Degree=Pos\|POS=ADV`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADP`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=CCONJ`, `POS=SCONJ`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `POS=VERB\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PART`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Number=Plur\|POS=PROPN`, `POS=PRON\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Neut\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PROPN`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `POS=PROPN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=INTJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `POS=SCONJ\|PronType=Int`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Neut\|POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADP`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Degree=Cmp\|POS=ADV`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADP`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Gen\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=X`, `Case=Dat\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=DET\|PronType=Ind`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Pos\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=AUX\|VerbForm=Inf`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=ADV\|PronType=Int`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `POS=AUX\|VerbForm=Part`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Dat\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=DET\|PronType=Ind`, `Degree=Sup\|POS=ADV`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Fem\|POS=NOUN`, `Case=Gen\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Dat\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Gen\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|POS=PROPN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Int`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Gen\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Sing\|POS=ADP`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Rel`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2`, `Case=Nom\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|POS=NOUN`, `Case=Dat\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|POS=PROPN`, `Case=Gen\|Definite=Def\|POS=DET\|PronType=Art`, `Case=Gen\|POS=PROPN`, `Case=Acc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2`, `Case=Dat\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|POS=PRON\|PronType=Dem`, `Definite=Ind\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Dat\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Degree=Cmp\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Number=Sing\|POS=ADJ`, `POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Nom\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Neut\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Degree=Pos\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=2`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs\|Reflex=Yes`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Dat\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Dat\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Gender=Fem\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Gen\|Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Acc\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Masc\|POS=NOUN`, `Case=Nom\|POS=NOUN`, `Case=Gen\|POS=NOUN`, `Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Def\|POS=DET\|PronType=Art`, `Case=Acc\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Neut\|POS=NOUN`, `Case=Gen\|POS=DET\|PronType=Rel`, `Case=Dat\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Neut\|POS=DET\|PronType=Art`, `Case=Dat\|POS=NOUN`, `Case=Acc\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Neut\|POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|POS=NOUN`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Nom\|Definite=Def\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Gen\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Dat\|Gender=Neut\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Acc\|Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Degree=Cmp\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Acc\|Degree=Pos\|POS=ADJ`, `Case=Gen\|POS=PRON\|PronType=Int`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=NOUN`, `POS=PRON\|PronType=Int`, `Case=Gen\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Masc\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Fem\|POS=DET\|PronType=Dem`, `Case=Acc\|POS=PRON\|PronType=Ind`, `Case=Gen\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Fem\|POS=NOUN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADP`, `Case=Nom\|Gender=Masc\|POS=PROPN`, `Definite=Def\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Dat\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADP`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|POS=PROPN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Nom\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Definite=Def\|Gender=Fem\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|POS=PRON\|PronType=Ind`, `Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Fem\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Fem\|POS=PROPN`, `Gender=Neut\|Number=Plur\|POS=PROPN`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind` |
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| 85 |
| **`parser`** | `ROOT`, `ac`, `adc`, `ag`, `ams`, `app`, `avc`, `cc`, `cd`, `cj`, `cm`, `cp`, `cvc`, `da`, `dep`, `dm`, `ep`, `ju`, `mnr`, `mo`, `ng`, `nk`, `nmc`, `oa`, `oc`, `og`, `op`, `par`, `pd`, `pg`, `ph`, `pm`, `pnc`, `punct`, `rc`, `re`, `rs`, `sb`, `sbp`, `svp`, `uc`, `vo` |
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-
| **`senter`** | `I`, `S` |
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| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
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</details>
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@@ -92,22 +106,22 @@ German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, p
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| Type | Score |
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| --- | --- |
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| `TAG_ACC` | 97.78 |
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| `SENTS_P` | 95.22 |
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| `SENTS_R` | 95.85 |
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| `SENTS_F` | 94.73 |
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| `ENTS_P` | 84.44 |
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| `ENTS_R` | 83.42 |
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| `ENTS_F` | 83.93 |
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| `TOKEN_ACC` | 99.98 |
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| `TOKEN_P` | 99.92 |
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| `TOKEN_R` | 99.90 |
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| `TOKEN_F` | 99.91 |
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| `MORPH_MICRO_R` | 95.67 |
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| `MORPH_MICRO_F` | 95.
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metrics:
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- name: NER Precision
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type: precision
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value: 0.8438615314
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- name: NER Recall
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type: recall
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value: 0.8357276838
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- name: NER F Score
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type: f_score
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value: 0.8397749124
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- task:
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name: TAG
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type: token-classification
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metrics:
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- name: TAG (XPOS) Accuracy
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type: accuracy
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value: 0.9778115502
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- task:
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name: POS
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type: token-classification
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metrics:
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- name: POS (UPOS) Accuracy
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type: accuracy
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value: 0.9825029734
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- task:
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name: MORPH
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type: token-classification
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metrics:
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- name: Morph (UFeats) Accuracy
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type: accuracy
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value: 0.9154414923
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- task:
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name: LEMMA
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type: token-classification
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metrics:
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- name: Lemma Accuracy
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type: accuracy
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value: 0.9770727066
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- task:
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| 53 |
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name: UNLABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Unlabeled Attachment Score (UAS)
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type: f_score
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value: 0.9237125793
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- task:
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name: LABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Labeled Attachment Score (LAS)
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type: f_score
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value: 0.9044442441
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- task:
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name: SENTS
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type: token-classification
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metrics:
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- name: Sentences F-Score
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type: f_score
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value: 0.9460934905
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| 73 |
---
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| 74 |
### Details: https://spacy.io/models/de#de_core_news_md
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+
German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.
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| Feature | Description |
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| --- | --- |
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| **Name** | `de_core_news_md` |
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| **Version** | `3.3.0` |
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| 82 |
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| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
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| 83 |
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| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
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| 84 |
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| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
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| **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
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| 86 |
+
| **Sources** | [TIGER Corpus](https://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/tiger.html) (Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit)<br />[Tiger2Dep](https://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/tiger2dep/) (Wolfgang Seeker)<br />[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
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| **License** | `MIT` |
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| 88 |
| **Author** | [Explosion](https://explosion.ai) |
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<details>
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| 93 |
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<summary>View label scheme (770 labels for 4 components)</summary>
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| Component | Labels |
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| 97 |
| --- | --- |
|
| 98 |
| **`tagger`** | `$(`, `$,`, `$.`, `ADJA`, `ADJD`, `ADV`, `APPO`, `APPR`, `APPRART`, `APZR`, `ART`, `CARD`, `FM`, `ITJ`, `KOKOM`, `KON`, `KOUI`, `KOUS`, `NE`, `NN`, `NNE`, `PDAT`, `PDS`, `PIAT`, `PIS`, `PPER`, `PPOSAT`, `PPOSS`, `PRELAT`, `PRELS`, `PRF`, `PROAV`, `PTKA`, `PTKANT`, `PTKNEG`, `PTKVZ`, `PTKZU`, `PWAT`, `PWAV`, `PWS`, `TRUNC`, `VAFIN`, `VAIMP`, `VAINF`, `VAPP`, `VMFIN`, `VMINF`, `VMPP`, `VVFIN`, `VVIMP`, `VVINF`, `VVIZU`, `VVPP`, `XY` |
|
| 99 |
+
| **`morphologizer`** | `POS=PUNCT`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=ADV`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `POS=VERB\|VerbForm=Part`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Foreign=Yes\|POS=X`, `Degree=Pos\|POS=ADV`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADP`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=CCONJ`, `POS=SCONJ`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `POS=VERB\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PART`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Number=Plur\|POS=PROPN`, `POS=PRON\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Neut\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PROPN`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `POS=PROPN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=INTJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `POS=SCONJ\|PronType=Int`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Neut\|POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADP`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Degree=Cmp\|POS=ADV`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADP`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Gen\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=X`, `Case=Dat\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=DET\|PronType=Ind`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Pos\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=AUX\|VerbForm=Inf`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=ADV\|PronType=Int`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `POS=AUX\|VerbForm=Part`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Dat\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=DET\|PronType=Ind`, `Degree=Sup\|POS=ADV`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Fem\|POS=NOUN`, `Case=Gen\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Dat\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Gen\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|POS=PROPN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Int`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Gen\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Sing\|POS=ADP`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Rel`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2`, `Case=Nom\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|POS=NOUN`, `Case=Dat\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|POS=PROPN`, `Case=Gen\|Definite=Def\|POS=DET\|PronType=Art`, `Case=Gen\|POS=PROPN`, `Case=Acc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2`, `Case=Dat\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|POS=PRON\|PronType=Dem`, `Definite=Ind\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Dat\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Degree=Cmp\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Number=Sing\|POS=ADJ`, `POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Nom\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Neut\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, _(truncated: full list in pipeline meta)_ |
|
| 100 |
| **`parser`** | `ROOT`, `ac`, `adc`, `ag`, `ams`, `app`, `avc`, `cc`, `cd`, `cj`, `cm`, `cp`, `cvc`, `da`, `dep`, `dm`, `ep`, `ju`, `mnr`, `mo`, `ng`, `nk`, `nmc`, `oa`, `oc`, `og`, `op`, `par`, `pd`, `pg`, `ph`, `pm`, `pnc`, `punct`, `rc`, `re`, `rs`, `sb`, `sbp`, `svp`, `uc`, `vo` |
|
|
|
|
| 101 |
| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
|
| 102 |
|
| 103 |
</details>
|
| 106 |
|
| 107 |
| Type | Score |
|
| 108 |
| --- | --- |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 109 |
| `TOKEN_ACC` | 99.98 |
|
| 110 |
| `TOKEN_P` | 99.92 |
|
| 111 |
| `TOKEN_R` | 99.90 |
|
| 112 |
| `TOKEN_F` | 99.91 |
|
| 113 |
+
| `TAG_ACC` | 97.78 |
|
| 114 |
+
| `POS_ACC` | 98.25 |
|
| 115 |
+
| `MORPH_ACC` | 91.54 |
|
| 116 |
+
| `MORPH_MICRO_P` | 95.67 |
|
| 117 |
| `MORPH_MICRO_R` | 95.67 |
|
| 118 |
+
| `MORPH_MICRO_F` | 95.67 |
|
| 119 |
+
| `SENTS_P` | 94.99 |
|
| 120 |
+
| `SENTS_R` | 95.91 |
|
| 121 |
+
| `SENTS_F` | 94.61 |
|
| 122 |
+
| `DEP_UAS` | 92.37 |
|
| 123 |
+
| `DEP_LAS` | 90.44 |
|
| 124 |
+
| `LEMMA_ACC` | 97.71 |
|
| 125 |
+
| `ENTS_P` | 84.39 |
|
| 126 |
+
| `ENTS_R` | 83.57 |
|
| 127 |
+
| `ENTS_F` | 83.98 |
|
accuracy.json
CHANGED
|
@@ -1,293 +1,272 @@
|
|
| 1 |
{
|
| 2 |
-
"tag_acc": 0.9777721981,
|
| 3 |
-
"sents_p": 0.9521920668,
|
| 4 |
-
"sents_r": 0.9585455158,
|
| 5 |
-
"sents_f": 0.9473465573,
|
| 6 |
-
"ents_p": 0.8444181044,
|
| 7 |
-
"ents_r": 0.8342097559,
|
| 8 |
-
"ents_f": 0.8392828898,
|
| 9 |
-
"ents_per_type": {
|
| 10 |
-
"LOC": {
|
| 11 |
-
"p": 0.8648655076,
|
| 12 |
-
"r": 0.870913663,
|
| 13 |
-
"f": 0.8678790482
|
| 14 |
-
},
|
| 15 |
-
"PER": {
|
| 16 |
-
"p": 0.8824717657,
|
| 17 |
-
"r": 0.9087127121,
|
| 18 |
-
"f": 0.8954000233
|
| 19 |
-
},
|
| 20 |
-
"MISC": {
|
| 21 |
-
"p": 0.7919607029,
|
| 22 |
-
"r": 0.7145889257,
|
| 23 |
-
"f": 0.7512880255
|
| 24 |
-
},
|
| 25 |
-
"ORG": {
|
| 26 |
-
"p": 0.7719161537,
|
| 27 |
-
"r": 0.7445880938,
|
| 28 |
-
"f": 0.758005892
|
| 29 |
-
}
|
| 30 |
-
},
|
| 31 |
-
"speed": 9001.8802547728,
|
| 32 |
"token_acc": 0.9998017682,
|
| 33 |
"token_p": 0.9991808044,
|
| 34 |
"token_r": 0.9990356034,
|
| 35 |
"token_f": 0.9991081986,
|
| 36 |
-
"
|
| 37 |
-
"
|
| 38 |
-
"
|
| 39 |
-
"
|
| 40 |
-
"
|
|
|
|
| 41 |
"morph_per_feat": {
|
| 42 |
"Case": {
|
| 43 |
-
"p": 0.
|
| 44 |
-
"r": 0.
|
| 45 |
-
"f": 0.
|
| 46 |
},
|
| 47 |
"Definite": {
|
| 48 |
-
"p": 0.
|
| 49 |
-
"r": 0.
|
| 50 |
-
"f": 0.
|
| 51 |
},
|
| 52 |
"Gender": {
|
| 53 |
-
"p": 0.
|
| 54 |
-
"r": 0.
|
| 55 |
-
"f": 0.
|
| 56 |
},
|
| 57 |
"Number": {
|
| 58 |
-
"p": 0.
|
| 59 |
-
"r": 0.
|
| 60 |
-
"f": 0.
|
| 61 |
},
|
| 62 |
"PronType": {
|
| 63 |
-
"p": 0.
|
| 64 |
-
"r": 0.
|
| 65 |
-
"f": 0.
|
| 66 |
},
|
| 67 |
"Degree": {
|
| 68 |
-
"p": 0.
|
| 69 |
-
"r": 0.
|
| 70 |
-
"f": 0.
|
| 71 |
},
|
| 72 |
"VerbForm": {
|
| 73 |
-
"p": 0.
|
| 74 |
-
"r": 0.
|
| 75 |
-
"f": 0.
|
| 76 |
},
|
| 77 |
"Mood": {
|
| 78 |
-
"p": 0.
|
| 79 |
-
"r": 0.
|
| 80 |
-
"f": 0.
|
| 81 |
},
|
| 82 |
"Person": {
|
| 83 |
-
"p": 0.
|
| 84 |
-
"r": 0.
|
| 85 |
-
"f": 0.
|
| 86 |
},
|
| 87 |
"Tense": {
|
| 88 |
-
"p": 0.
|
| 89 |
-
"r": 0.
|
| 90 |
-
"f": 0.
|
| 91 |
},
|
| 92 |
"Reflex": {
|
| 93 |
-
"p": 0
|
| 94 |
"r": 0.9952606635,
|
| 95 |
-
"f": 0.
|
| 96 |
},
|
| 97 |
"Poss": {
|
| 98 |
-
"p":
|
| 99 |
-
"r": 0.
|
| 100 |
-
"f": 0.
|
| 101 |
},
|
| 102 |
"Foreign": {
|
| 103 |
-
"p": 0.
|
| 104 |
-
"r": 0.
|
| 105 |
-
"f": 0.
|
| 106 |
}
|
| 107 |
},
|
| 108 |
-
"
|
| 109 |
-
"
|
|
|
|
|
|
|
|
|
|
| 110 |
"dep_las_per_type": {
|
| 111 |
"cp": {
|
| 112 |
-
"p": 0.
|
| 113 |
-
"r": 0.
|
| 114 |
-
"f": 0.
|
| 115 |
},
|
| 116 |
"nk": {
|
| 117 |
-
"p": 0.
|
| 118 |
-
"r": 0.
|
| 119 |
-
"f": 0.
|
| 120 |
},
|
| 121 |
"sb": {
|
| 122 |
-
"p": 0.
|
| 123 |
-
"r": 0.
|
| 124 |
-
"f": 0.
|
| 125 |
},
|
| 126 |
"ag": {
|
| 127 |
-
"p": 0.
|
| 128 |
-
"r": 0.
|
| 129 |
-
"f": 0.
|
| 130 |
},
|
| 131 |
"mnr": {
|
| 132 |
-
"p": 0.
|
| 133 |
-
"r": 0.
|
| 134 |
-
"f": 0.
|
| 135 |
},
|
| 136 |
"mo": {
|
| 137 |
-
"p": 0.
|
| 138 |
-
"r": 0.
|
| 139 |
-
"f": 0.
|
| 140 |
},
|
| 141 |
"oc": {
|
| 142 |
-
"p": 0.
|
| 143 |
-
"r": 0.
|
| 144 |
-
"f": 0.
|
| 145 |
},
|
| 146 |
"root": {
|
| 147 |
-
"p": 0.
|
| 148 |
-
"r": 0.
|
| 149 |
-
"f": 0.
|
| 150 |
},
|
| 151 |
"rc": {
|
| 152 |
-
"p": 0.
|
| 153 |
-
"r": 0.
|
| 154 |
-
"f": 0.
|
| 155 |
},
|
| 156 |
"op": {
|
| 157 |
-
"p": 0.
|
| 158 |
-
"r": 0.
|
| 159 |
-
"f": 0.
|
| 160 |
},
|
| 161 |
"pm": {
|
| 162 |
-
"p": 0.
|
| 163 |
-
"r": 0.
|
| 164 |
-
"f": 0.
|
| 165 |
},
|
| 166 |
"nmc": {
|
| 167 |
-
"p": 0.
|
| 168 |
"r": 0.9826224329,
|
| 169 |
-
"f": 0.
|
| 170 |
},
|
| 171 |
"oa": {
|
| 172 |
-
"p": 0.
|
| 173 |
-
"r": 0.
|
| 174 |
-
"f": 0.
|
| 175 |
},
|
| 176 |
"pd": {
|
| 177 |
-
"p": 0.
|
| 178 |
-
"r": 0.
|
| 179 |
-
"f": 0.
|
| 180 |
},
|
| 181 |
"ep": {
|
| 182 |
-
"p": 0.
|
| 183 |
-
"r": 0.
|
| 184 |
-
"f": 0.
|
| 185 |
},
|
| 186 |
"cd": {
|
| 187 |
-
"p": 0.
|
| 188 |
-
"r": 0.
|
| 189 |
-
"f": 0.
|
| 190 |
},
|
| 191 |
"cj": {
|
| 192 |
-
"p": 0.
|
| 193 |
-
"r": 0.
|
| 194 |
-
"f": 0.
|
| 195 |
-
},
|
| 196 |
-
"par": {
|
| 197 |
-
"p": 0.4586466165,
|
| 198 |
-
"r": 0.2990196078,
|
| 199 |
-
"f": 0.3620178042
|
| 200 |
},
|
| 201 |
"svp": {
|
| 202 |
-
"p": 0.
|
| 203 |
-
"r": 0.
|
| 204 |
-
"f": 0.
|
| 205 |
},
|
| 206 |
"pg": {
|
| 207 |
-
"p": 0.
|
| 208 |
-
"r": 0.
|
| 209 |
-
"f": 0.
|
| 210 |
},
|
| 211 |
"da": {
|
| 212 |
-
"p": 0.
|
| 213 |
-
"r": 0.
|
| 214 |
-
"f": 0.
|
| 215 |
},
|
| 216 |
"app": {
|
| 217 |
-
"p": 0.
|
| 218 |
-
"r": 0.
|
| 219 |
-
"f": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 220 |
},
|
| 221 |
"ac": {
|
| 222 |
-
"p": 0.
|
| 223 |
-
"r": 0.
|
| 224 |
-
"f": 0.
|
| 225 |
},
|
| 226 |
"pnc": {
|
| 227 |
-
"p": 0.
|
| 228 |
-
"r": 0.
|
| 229 |
-
"f": 0.
|
| 230 |
},
|
| 231 |
"ju": {
|
| 232 |
-
"p": 0.
|
| 233 |
-
"r": 0.
|
| 234 |
-
"f": 0.
|
| 235 |
},
|
| 236 |
"ng": {
|
| 237 |
-
"p": 0.
|
| 238 |
-
"r": 0.
|
| 239 |
-
"f": 0.
|
| 240 |
},
|
| 241 |
"re": {
|
| 242 |
-
"p": 0.
|
| 243 |
-
"r": 0.
|
| 244 |
-
"f": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 245 |
},
|
| 246 |
"cm": {
|
| 247 |
-
"p": 0.
|
| 248 |
"r": 0.9038461538,
|
| 249 |
-
"f": 0.
|
| 250 |
},
|
| 251 |
"cc": {
|
| 252 |
-
"p": 0.
|
| 253 |
-
"r": 0.
|
| 254 |
-
"f": 0.
|
| 255 |
-
},
|
| 256 |
-
"sbp": {
|
| 257 |
-
"p": 0.7692307692,
|
| 258 |
-
"r": 0.775862069,
|
| 259 |
-
"f": 0.7725321888
|
| 260 |
},
|
| 261 |
"uc": {
|
| 262 |
-
"p": 0.
|
| 263 |
-
"r": 0.
|
| 264 |
-
"f": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 265 |
},
|
| 266 |
"ams": {
|
| 267 |
-
"p": 0.
|
| 268 |
-
"r": 0.
|
| 269 |
-
"f": 0.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 270 |
},
|
| 271 |
"rs": {
|
| 272 |
-
"p": 0.
|
| 273 |
"r": 0.2903225806,
|
| 274 |
-
"f": 0.
|
| 275 |
-
},
|
| 276 |
-
"cvc": {
|
| 277 |
-
"p": 0.8333333333,
|
| 278 |
-
"r": 0.6329113924,
|
| 279 |
-
"f": 0.7194244604
|
| 280 |
},
|
| 281 |
"ph": {
|
| 282 |
"p": 1.0,
|
| 283 |
"r": 0.4285714286,
|
| 284 |
"f": 0.6
|
| 285 |
},
|
| 286 |
-
"dep": {
|
| 287 |
-
"p": 0.0,
|
| 288 |
-
"r": 0.0,
|
| 289 |
-
"f": 0.0
|
| 290 |
-
},
|
| 291 |
"dm": {
|
| 292 |
"p": 0.0,
|
| 293 |
"r": 0.0,
|
|
@@ -303,16 +282,37 @@
|
|
| 303 |
"r": 0.0,
|
| 304 |
"f": 0.0
|
| 305 |
},
|
| 306 |
-
"og": {
|
| 307 |
-
"p": 0.5,
|
| 308 |
-
"r": 0.2857142857,
|
| 309 |
-
"f": 0.3636363636
|
| 310 |
-
},
|
| 311 |
"adc": {
|
| 312 |
-
"p": 0
|
| 313 |
"r": 1.0,
|
| 314 |
-
"f": 0
|
| 315 |
}
|
| 316 |
},
|
| 317 |
-
"lemma_acc": 0.
|
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| 318 |
}
|
| 1 |
{
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|
| 2 |
"token_acc": 0.9998017682,
|
| 3 |
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|
| 4 |
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|
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| 6 |
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|
| 7 |
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| 169 |
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|
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|
| 264 |
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|
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|
| 270 |
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|
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|
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|
| 285 |
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|
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|
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|
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|
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|
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|
| 291 |
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|
| 292 |
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|
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"ents_per_type": {
|
| 297 |
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|
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|
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|
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},
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|
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|
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},
|
| 307 |
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"MISC": {
|
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|
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|
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|
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},
|
| 312 |
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|
| 313 |
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|
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|
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|
| 316 |
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}
|
| 317 |
+
}
|
| 318 |
}
|
attribute_ruler/patterns
CHANGED
|
Binary files a/attribute_ruler/patterns and b/attribute_ruler/patterns differ
|
config.cfg
CHANGED
|
@@ -10,7 +10,7 @@ seed = 0
|
|
| 10 |
|
| 11 |
[nlp]
|
| 12 |
lang = "de"
|
| 13 |
-
pipeline = ["tok2vec","tagger","morphologizer","parser","
|
| 14 |
disabled = ["senter"]
|
| 15 |
before_creation = null
|
| 16 |
after_creation = null
|
|
@@ -26,11 +26,22 @@ scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
|
|
| 26 |
validate = false
|
| 27 |
|
| 28 |
[components.lemmatizer]
|
| 29 |
-
factory = "
|
| 30 |
-
|
| 31 |
-
|
| 32 |
overwrite = false
|
| 33 |
scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34 |
|
| 35 |
[components.morphologizer]
|
| 36 |
factory = "morphologizer"
|
|
@@ -39,8 +50,9 @@ overwrite = true
|
|
| 39 |
scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
|
| 40 |
|
| 41 |
[components.morphologizer.model]
|
| 42 |
-
@architectures = "spacy.Tagger.
|
| 43 |
nO = null
|
|
|
|
| 44 |
|
| 45 |
[components.morphologizer.model.tok2vec]
|
| 46 |
@architectures = "spacy.Tok2VecListener.v1"
|
|
@@ -70,7 +82,7 @@ nO = null
|
|
| 70 |
@architectures = "spacy.MultiHashEmbed.v2"
|
| 71 |
width = 96
|
| 72 |
attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
| 73 |
-
rows = [5000,
|
| 74 |
include_static_vectors = true
|
| 75 |
|
| 76 |
[components.ner.model.tok2vec.encode]
|
|
@@ -108,8 +120,9 @@ overwrite = false
|
|
| 108 |
scorer = {"@scorers":"spacy.senter_scorer.v1"}
|
| 109 |
|
| 110 |
[components.senter.model]
|
| 111 |
-
@architectures = "spacy.Tagger.
|
| 112 |
nO = null
|
|
|
|
| 113 |
|
| 114 |
[components.senter.model.tok2vec]
|
| 115 |
@architectures = "spacy.Tok2Vec.v2"
|
|
@@ -130,12 +143,14 @@ maxout_pieces = 2
|
|
| 130 |
|
| 131 |
[components.tagger]
|
| 132 |
factory = "tagger"
|
|
|
|
| 133 |
overwrite = false
|
| 134 |
scorer = {"@scorers":"spacy.tagger_scorer.v1"}
|
| 135 |
|
| 136 |
[components.tagger.model]
|
| 137 |
-
@architectures = "spacy.Tagger.
|
| 138 |
nO = null
|
|
|
|
| 139 |
|
| 140 |
[components.tagger.model.tok2vec]
|
| 141 |
@architectures = "spacy.Tok2VecListener.v1"
|
|
@@ -152,7 +167,7 @@ factory = "tok2vec"
|
|
| 152 |
@architectures = "spacy.MultiHashEmbed.v2"
|
| 153 |
width = ${components.tok2vec.model.encode:width}
|
| 154 |
attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
| 155 |
-
rows = [5000,
|
| 156 |
include_static_vectors = true
|
| 157 |
|
| 158 |
[components.tok2vec.model.encode]
|
|
@@ -189,7 +204,7 @@ dropout = 0.1
|
|
| 189 |
accumulate_gradient = 1
|
| 190 |
patience = 5000
|
| 191 |
max_epochs = 0
|
| 192 |
-
max_steps =
|
| 193 |
eval_frequency = 1000
|
| 194 |
frozen_components = []
|
| 195 |
before_to_disk = null
|
|
@@ -224,18 +239,18 @@ eps = 0.00000001
|
|
| 224 |
learn_rate = 0.001
|
| 225 |
|
| 226 |
[training.score_weights]
|
| 227 |
-
tag_acc = 0.
|
| 228 |
-
pos_acc = 0.
|
| 229 |
-
morph_acc = 0.
|
| 230 |
morph_per_feat = null
|
| 231 |
dep_uas = 0.0
|
| 232 |
-
dep_las = 0.
|
| 233 |
dep_las_per_type = null
|
| 234 |
sents_p = null
|
| 235 |
sents_r = null
|
| 236 |
-
sents_f = 0.
|
| 237 |
-
lemma_acc = 0.
|
| 238 |
-
ents_f = 0.
|
| 239 |
ents_p = 0.0
|
| 240 |
ents_r = 0.0
|
| 241 |
ents_per_type = null
|
|
@@ -252,6 +267,13 @@ after_init = null
|
|
| 252 |
|
| 253 |
[initialize.components]
|
| 254 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 255 |
[initialize.components.morphologizer]
|
| 256 |
|
| 257 |
[initialize.components.morphologizer.labels]
|
| 10 |
|
| 11 |
[nlp]
|
| 12 |
lang = "de"
|
| 13 |
+
pipeline = ["tok2vec","tagger","morphologizer","parser","lemmatizer","senter","attribute_ruler","ner"]
|
| 14 |
disabled = ["senter"]
|
| 15 |
before_creation = null
|
| 16 |
after_creation = null
|
| 26 |
validate = false
|
| 27 |
|
| 28 |
[components.lemmatizer]
|
| 29 |
+
factory = "trainable_lemmatizer"
|
| 30 |
+
backoff = "orth"
|
| 31 |
+
min_tree_freq = 3
|
| 32 |
overwrite = false
|
| 33 |
scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
|
| 34 |
+
top_k = 1
|
| 35 |
+
|
| 36 |
+
[components.lemmatizer.model]
|
| 37 |
+
@architectures = "spacy.Tagger.v2"
|
| 38 |
+
nO = null
|
| 39 |
+
normalize = false
|
| 40 |
+
|
| 41 |
+
[components.lemmatizer.model.tok2vec]
|
| 42 |
+
@architectures = "spacy.Tok2VecListener.v1"
|
| 43 |
+
width = ${components.tok2vec.model.encode:width}
|
| 44 |
+
upstream = "tok2vec"
|
| 45 |
|
| 46 |
[components.morphologizer]
|
| 47 |
factory = "morphologizer"
|
| 50 |
scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
|
| 51 |
|
| 52 |
[components.morphologizer.model]
|
| 53 |
+
@architectures = "spacy.Tagger.v2"
|
| 54 |
nO = null
|
| 55 |
+
normalize = false
|
| 56 |
|
| 57 |
[components.morphologizer.model.tok2vec]
|
| 58 |
@architectures = "spacy.Tok2VecListener.v1"
|
| 82 |
@architectures = "spacy.MultiHashEmbed.v2"
|
| 83 |
width = 96
|
| 84 |
attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
| 85 |
+
rows = [5000,1000,2500,2500,50]
|
| 86 |
include_static_vectors = true
|
| 87 |
|
| 88 |
[components.ner.model.tok2vec.encode]
|
| 120 |
scorer = {"@scorers":"spacy.senter_scorer.v1"}
|
| 121 |
|
| 122 |
[components.senter.model]
|
| 123 |
+
@architectures = "spacy.Tagger.v2"
|
| 124 |
nO = null
|
| 125 |
+
normalize = false
|
| 126 |
|
| 127 |
[components.senter.model.tok2vec]
|
| 128 |
@architectures = "spacy.Tok2Vec.v2"
|
| 143 |
|
| 144 |
[components.tagger]
|
| 145 |
factory = "tagger"
|
| 146 |
+
neg_prefix = "!"
|
| 147 |
overwrite = false
|
| 148 |
scorer = {"@scorers":"spacy.tagger_scorer.v1"}
|
| 149 |
|
| 150 |
[components.tagger.model]
|
| 151 |
+
@architectures = "spacy.Tagger.v2"
|
| 152 |
nO = null
|
| 153 |
+
normalize = false
|
| 154 |
|
| 155 |
[components.tagger.model.tok2vec]
|
| 156 |
@architectures = "spacy.Tok2VecListener.v1"
|
| 167 |
@architectures = "spacy.MultiHashEmbed.v2"
|
| 168 |
width = ${components.tok2vec.model.encode:width}
|
| 169 |
attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
| 170 |
+
rows = [5000,1000,2500,2500,50]
|
| 171 |
include_static_vectors = true
|
| 172 |
|
| 173 |
[components.tok2vec.model.encode]
|
| 204 |
accumulate_gradient = 1
|
| 205 |
patience = 5000
|
| 206 |
max_epochs = 0
|
| 207 |
+
max_steps = 100000
|
| 208 |
eval_frequency = 1000
|
| 209 |
frozen_components = []
|
| 210 |
before_to_disk = null
|
| 239 |
learn_rate = 0.001
|
| 240 |
|
| 241 |
[training.score_weights]
|
| 242 |
+
tag_acc = 0.1
|
| 243 |
+
pos_acc = 0.1
|
| 244 |
+
morph_acc = 0.09
|
| 245 |
morph_per_feat = null
|
| 246 |
dep_uas = 0.0
|
| 247 |
+
dep_las = 0.29
|
| 248 |
dep_las_per_type = null
|
| 249 |
sents_p = null
|
| 250 |
sents_r = null
|
| 251 |
+
sents_f = 0.04
|
| 252 |
+
lemma_acc = 0.1
|
| 253 |
+
ents_f = 0.29
|
| 254 |
ents_p = 0.0
|
| 255 |
ents_r = 0.0
|
| 256 |
ents_per_type = null
|
| 267 |
|
| 268 |
[initialize.components]
|
| 269 |
|
| 270 |
+
[initialize.components.lemmatizer]
|
| 271 |
+
|
| 272 |
+
[initialize.components.lemmatizer.labels]
|
| 273 |
+
@readers = "spacy.read_labels.v1"
|
| 274 |
+
path = "corpus/labels/trainable_lemmatizer.json"
|
| 275 |
+
require = false
|
| 276 |
+
|
| 277 |
[initialize.components.morphologizer]
|
| 278 |
|
| 279 |
[initialize.components.morphologizer.labels]
|
de_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:f5544eb67ec9557e2c90b980d2366670350e0b052c3926db36d7f37d2b27705a
|
| 3 |
+
size 44393169
|
lemmatizer/cfg
ADDED
|
@@ -0,0 +1,1314 @@
|
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+
1804,
|
| 1162 |
+
1806,
|
| 1163 |
+
1807,
|
| 1164 |
+
1808,
|
| 1165 |
+
1810,
|
| 1166 |
+
1811,
|
| 1167 |
+
1812,
|
| 1168 |
+
1813,
|
| 1169 |
+
1814,
|
| 1170 |
+
1815,
|
| 1171 |
+
1819,
|
| 1172 |
+
1820,
|
| 1173 |
+
1821,
|
| 1174 |
+
1822,
|
| 1175 |
+
1823,
|
| 1176 |
+
1824,
|
| 1177 |
+
1825,
|
| 1178 |
+
1826,
|
| 1179 |
+
1827,
|
| 1180 |
+
1828,
|
| 1181 |
+
1829,
|
| 1182 |
+
1830,
|
| 1183 |
+
1831,
|
| 1184 |
+
1832,
|
| 1185 |
+
1833,
|
| 1186 |
+
1834,
|
| 1187 |
+
1835,
|
| 1188 |
+
1836,
|
| 1189 |
+
1837,
|
| 1190 |
+
1838,
|
| 1191 |
+
1839,
|
| 1192 |
+
1841,
|
| 1193 |
+
1842,
|
| 1194 |
+
1843,
|
| 1195 |
+
1845,
|
| 1196 |
+
1846,
|
| 1197 |
+
1847,
|
| 1198 |
+
1848,
|
| 1199 |
+
911,
|
| 1200 |
+
1850,
|
| 1201 |
+
1851,
|
| 1202 |
+
1853,
|
| 1203 |
+
1855,
|
| 1204 |
+
1856,
|
| 1205 |
+
1859,
|
| 1206 |
+
1861,
|
| 1207 |
+
1862,
|
| 1208 |
+
1864,
|
| 1209 |
+
1865,
|
| 1210 |
+
1866,
|
| 1211 |
+
1867,
|
| 1212 |
+
1869,
|
| 1213 |
+
1870,
|
| 1214 |
+
1872,
|
| 1215 |
+
1873,
|
| 1216 |
+
1875,
|
| 1217 |
+
1878,
|
| 1218 |
+
1880,
|
| 1219 |
+
1881,
|
| 1220 |
+
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|
| 1221 |
+
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|
| 1222 |
+
1884,
|
| 1223 |
+
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|
| 1224 |
+
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|
| 1225 |
+
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|
| 1226 |
+
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|
| 1227 |
+
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|
| 1228 |
+
1893,
|
| 1229 |
+
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|
| 1230 |
+
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|
| 1231 |
+
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|
| 1232 |
+
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|
| 1233 |
+
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|
| 1234 |
+
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|
| 1235 |
+
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|
| 1236 |
+
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|
| 1237 |
+
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|
| 1238 |
+
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|
| 1239 |
+
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|
| 1240 |
+
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|
| 1241 |
+
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|
| 1242 |
+
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|
| 1243 |
+
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|
| 1244 |
+
1911,
|
| 1245 |
+
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|
| 1246 |
+
1914,
|
| 1247 |
+
1916,
|
| 1248 |
+
1917,
|
| 1249 |
+
1918,
|
| 1250 |
+
1919,
|
| 1251 |
+
1921,
|
| 1252 |
+
1922,
|
| 1253 |
+
1924,
|
| 1254 |
+
1925,
|
| 1255 |
+
1927,
|
| 1256 |
+
1928,
|
| 1257 |
+
1929,
|
| 1258 |
+
1931,
|
| 1259 |
+
1932,
|
| 1260 |
+
1934,
|
| 1261 |
+
1935,
|
| 1262 |
+
1937,
|
| 1263 |
+
1938,
|
| 1264 |
+
1939,
|
| 1265 |
+
1941,
|
| 1266 |
+
1942,
|
| 1267 |
+
1943,
|
| 1268 |
+
1945,
|
| 1269 |
+
1946,
|
| 1270 |
+
1947,
|
| 1271 |
+
1948,
|
| 1272 |
+
1950,
|
| 1273 |
+
1952,
|
| 1274 |
+
1953,
|
| 1275 |
+
1954,
|
| 1276 |
+
1955,
|
| 1277 |
+
1956,
|
| 1278 |
+
1957,
|
| 1279 |
+
1959,
|
| 1280 |
+
1961,
|
| 1281 |
+
1963,
|
| 1282 |
+
1965,
|
| 1283 |
+
1967,
|
| 1284 |
+
1969,
|
| 1285 |
+
1970,
|
| 1286 |
+
1971,
|
| 1287 |
+
1972,
|
| 1288 |
+
1973,
|
| 1289 |
+
1975,
|
| 1290 |
+
1978,
|
| 1291 |
+
1980,
|
| 1292 |
+
1554,
|
| 1293 |
+
1981,
|
| 1294 |
+
1982,
|
| 1295 |
+
1983,
|
| 1296 |
+
1984,
|
| 1297 |
+
1985,
|
| 1298 |
+
1986,
|
| 1299 |
+
1988,
|
| 1300 |
+
1989,
|
| 1301 |
+
1990,
|
| 1302 |
+
1991,
|
| 1303 |
+
1992,
|
| 1304 |
+
1993,
|
| 1305 |
+
1994,
|
| 1306 |
+
1995,
|
| 1307 |
+
1996,
|
| 1308 |
+
1997,
|
| 1309 |
+
1998,
|
| 1310 |
+
1999,
|
| 1311 |
+
14,
|
| 1312 |
+
109
|
| 1313 |
+
]
|
| 1314 |
+
}
|
lemmatizer/{lookups/lookups.bin → model}
RENAMED
|
@@ -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:d09ff746cdc423e63d116fc0253b71267e43c528e99e159e2a0f73249f7205e5
|
| 3 |
+
size 508722
|
lemmatizer/trees
ADDED
|
Binary file (280 kB). View file
|
meta.json
CHANGED
|
@@ -1,14 +1,14 @@
|
|
| 1 |
{
|
| 2 |
"lang":"de",
|
| 3 |
"name":"core_news_md",
|
| 4 |
-
"version":"3.
|
| 5 |
-
"description":"German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser,
|
| 6 |
"author":"Explosion",
|
| 7 |
"email":"contact@explosion.ai",
|
| 8 |
"url":"https://explosion.ai",
|
| 9 |
"license":"MIT",
|
| 10 |
-
"spacy_version":">=3.
|
| 11 |
-
"spacy_git_version":"
|
| 12 |
"vectors":{
|
| 13 |
"width":300,
|
| 14 |
"vectors":20000,
|
|
@@ -791,15 +791,8 @@
|
|
| 791 |
"uc",
|
| 792 |
"vo"
|
| 793 |
],
|
| 794 |
-
"senter":[
|
| 795 |
-
"I",
|
| 796 |
-
"S"
|
| 797 |
-
],
|
| 798 |
"attribute_ruler":[
|
| 799 |
|
| 800 |
-
],
|
| 801 |
-
"lemmatizer":[
|
| 802 |
-
|
| 803 |
],
|
| 804 |
"ner":[
|
| 805 |
"LOC",
|
|
@@ -813,8 +806,8 @@
|
|
| 813 |
"tagger",
|
| 814 |
"morphologizer",
|
| 815 |
"parser",
|
| 816 |
-
"attribute_ruler",
|
| 817 |
"lemmatizer",
|
|
|
|
| 818 |
"ner"
|
| 819 |
],
|
| 820 |
"components":[
|
|
@@ -822,304 +815,283 @@
|
|
| 822 |
"tagger",
|
| 823 |
"morphologizer",
|
| 824 |
"parser",
|
|
|
|
| 825 |
"senter",
|
| 826 |
"attribute_ruler",
|
| 827 |
-
"lemmatizer",
|
| 828 |
"ner"
|
| 829 |
],
|
| 830 |
"disabled":[
|
| 831 |
"senter"
|
| 832 |
],
|
| 833 |
"performance":{
|
| 834 |
-
"tag_acc":0.9777721981,
|
| 835 |
-
"sents_p":0.9521920668,
|
| 836 |
-
"sents_r":0.9585455158,
|
| 837 |
-
"sents_f":0.9473465573,
|
| 838 |
-
"ents_p":0.8444181044,
|
| 839 |
-
"ents_r":0.8342097559,
|
| 840 |
-
"ents_f":0.8392828898,
|
| 841 |
-
"ents_per_type":{
|
| 842 |
-
"LOC":{
|
| 843 |
-
"p":0.8648655076,
|
| 844 |
-
"r":0.870913663,
|
| 845 |
-
"f":0.8678790482
|
| 846 |
-
},
|
| 847 |
-
"PER":{
|
| 848 |
-
"p":0.8824717657,
|
| 849 |
-
"r":0.9087127121,
|
| 850 |
-
"f":0.8954000233
|
| 851 |
-
},
|
| 852 |
-
"MISC":{
|
| 853 |
-
"p":0.7919607029,
|
| 854 |
-
"r":0.7145889257,
|
| 855 |
-
"f":0.7512880255
|
| 856 |
-
},
|
| 857 |
-
"ORG":{
|
| 858 |
-
"p":0.7719161537,
|
| 859 |
-
"r":0.7445880938,
|
| 860 |
-
"f":0.758005892
|
| 861 |
-
}
|
| 862 |
-
},
|
| 863 |
-
"speed":9001.8802547728,
|
| 864 |
"token_acc":0.9998017682,
|
| 865 |
"token_p":0.9991808044,
|
| 866 |
"token_r":0.9990356034,
|
| 867 |
"token_f":0.9991081986,
|
| 868 |
-
"
|
| 869 |
-
"
|
| 870 |
-
"
|
| 871 |
-
"
|
| 872 |
-
"
|
|
|
|
| 873 |
"morph_per_feat":{
|
| 874 |
"Case":{
|
| 875 |
-
"p":0.
|
| 876 |
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"r":0.
|
| 877 |
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"f":0.
|
| 878 |
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|
| 879 |
"Definite":{
|
| 880 |
-
"p":0.
|
| 881 |
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"r":0.
|
| 882 |
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"f":0.
|
| 883 |
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|
| 884 |
"Gender":{
|
| 885 |
-
"p":0.
|
| 886 |
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"r":0.
|
| 887 |
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"f":0.
|
| 888 |
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|
| 889 |
"Number":{
|
| 890 |
-
"p":0.
|
| 891 |
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"r":0.
|
| 892 |
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"f":0.
|
| 893 |
},
|
| 894 |
"PronType":{
|
| 895 |
-
"p":0.
|
| 896 |
-
"r":0.
|
| 897 |
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"f":0.
|
| 898 |
},
|
| 899 |
"Degree":{
|
| 900 |
-
"p":0.
|
| 901 |
-
"r":0.
|
| 902 |
-
"f":0.
|
| 903 |
},
|
| 904 |
"VerbForm":{
|
| 905 |
-
"p":0.
|
| 906 |
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"r":0.
|
| 907 |
-
"f":0.
|
| 908 |
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|
| 909 |
"Mood":{
|
| 910 |
-
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|
| 911 |
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"r":0.
|
| 912 |
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"f":0.
|
| 913 |
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|
| 914 |
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|
| 915 |
-
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|
| 916 |
-
"r":0.
|
| 917 |
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"f":0.
|
| 918 |
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|
| 919 |
"Tense":{
|
| 920 |
-
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|
| 921 |
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"r":0.
|
| 922 |
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"f":0.
|
| 923 |
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|
| 924 |
"Reflex":{
|
| 925 |
-
"p":0
|
| 926 |
"r":0.9952606635,
|
| 927 |
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"f":0.
|
| 928 |
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|
| 929 |
"Poss":{
|
| 930 |
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"p":
|
| 931 |
-
"r":0.
|
| 932 |
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"f":0.
|
| 933 |
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|
| 934 |
"Foreign":{
|
| 935 |
-
"p":0.
|
| 936 |
-
"r":0.
|
| 937 |
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"f":0.
|
| 938 |
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|
| 939 |
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|
| 940 |
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"
|
| 941 |
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"
|
|
|
|
|
|
|
|
|
|
| 942 |
"dep_las_per_type":{
|
| 943 |
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|
| 944 |
-
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|
| 945 |
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"r":0.
|
| 946 |
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|
| 947 |
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|
| 948 |
"nk":{
|
| 949 |
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|
| 950 |
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|
| 951 |
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|
| 952 |
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|
| 953 |
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|
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|
| 955 |
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|
| 956 |
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|
| 957 |
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| 958 |
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|
| 960 |
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|
| 961 |
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|
| 962 |
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| 963 |
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| 964 |
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|
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|
| 966 |
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|
| 967 |
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| 968 |
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| 969 |
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|
| 970 |
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|
| 971 |
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|
| 972 |
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| 973 |
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|
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|
| 976 |
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|
| 977 |
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|
| 978 |
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|
| 979 |
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|
| 980 |
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|
| 981 |
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"f":0.
|
| 982 |
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|
| 983 |
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|
| 984 |
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|
| 985 |
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|
| 986 |
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"f":0.
|
| 987 |
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|
| 988 |
"op":{
|
| 989 |
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"p":0.
|
| 990 |
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|
| 991 |
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"f":0.
|
| 992 |
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|
| 993 |
"pm":{
|
| 994 |
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|
| 995 |
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"r":0.
|
| 996 |
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"f":0.
|
| 997 |
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|
| 998 |
"nmc":{
|
| 999 |
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"p":0.
|
| 1000 |
"r":0.9826224329,
|
| 1001 |
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"f":0.
|
| 1002 |
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|
| 1003 |
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|
| 1004 |
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|
| 1005 |
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|
| 1006 |
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"f":0.
|
| 1007 |
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|
| 1008 |
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|
| 1009 |
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|
| 1010 |
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|
| 1011 |
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"f":0.
|
| 1012 |
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| 1013 |
"ep":{
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| 1014 |
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|
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|
| 1016 |
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|
| 1017 |
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| 1018 |
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| 1019 |
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|
| 1020 |
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|
| 1021 |
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"f":0.
|
| 1022 |
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|
| 1023 |
"cj":{
|
| 1024 |
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|
| 1025 |
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|
| 1026 |
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"f":0.
|
| 1027 |
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},
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| 1028 |
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"par":{
|
| 1029 |
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"p":0.4586466165,
|
| 1030 |
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"r":0.2990196078,
|
| 1031 |
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"f":0.3620178042
|
| 1032 |
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|
| 1033 |
"svp":{
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| 1034 |
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"p":0.
|
| 1035 |
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|
| 1036 |
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|
| 1037 |
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|
| 1038 |
"pg":{
|
| 1039 |
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|
| 1040 |
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|
| 1041 |
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"f":0.
|
| 1042 |
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|
| 1043 |
"da":{
|
| 1044 |
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|
| 1045 |
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|
| 1046 |
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|
| 1047 |
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|
| 1048 |
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| 1049 |
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|
| 1050 |
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|
| 1051 |
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|
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|
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|
|
|
|
|
| 1052 |
},
|
| 1053 |
"ac":{
|
| 1054 |
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|
| 1055 |
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|
| 1056 |
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|
| 1057 |
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| 1058 |
"pnc":{
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| 1059 |
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"p":0.
|
| 1060 |
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"r":0.
|
| 1061 |
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"f":0.
|
| 1062 |
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|
| 1063 |
"ju":{
|
| 1064 |
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|
| 1065 |
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|
| 1066 |
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| 1067 |
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| 1068 |
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| 1071 |
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| 1072 |
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"re":{
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| 1076 |
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|
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|
|
|
|
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|
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|
| 1077 |
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|
| 1078 |
"cm":{
|
| 1079 |
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"p":0.
|
| 1080 |
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|
| 1081 |
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|
| 1082 |
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| 1083 |
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| 2 |
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vocab/key2row
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vocab/strings.json
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| 3 |
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size
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