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Update spaCy pipeline
Browse files- LICENSES_SOURCES +0 -551
- README.md +58 -44
- accuracy.json +235 -225
- attribute_ruler/patterns +0 -0
- config.cfg +28 -14
- lemmatizer/cfg +1141 -0
- lemmatizer/{lookups/lookups.bin → model} +2 -2
- lemmatizer/trees +0 -0
- meta.json +241 -244
- ner/model +2 -2
- parser/model +1 -1
- parser/moves +1 -1
- ro_core_news_lg-any-py3-none-any.whl +2 -2
- senter/model +2 -2
- tagger/cfg +1 -0
- tagger/model +2 -2
- tok2vec/model +2 -2
- tokenizer +2 -2
- vocab/strings.json +2 -2
LICENSES_SOURCES
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@@ -1,554 +1,3 @@
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# Lemmatization Lists
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* Author: Michal Měchura
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* URL: https://github.com/michmech/lemmatization-lists/
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* License: ODbL
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```
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## ODC Open Database License (ODbL)
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iii. The Unrestricted Database is at least as accessible to the
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c. For the avoidance of doubt, You may place this Database or a
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Derivative Database in an authenticated environment, behind a
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4.8 Licensing of others. You may not sublicense the Database. Each time
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You communicate the Database, the whole or Substantial part of the
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### 5.0 Moral rights
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5.1 Moral rights. This section covers moral rights, including any rights
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to be identified as the author of the Database or to object to treatment
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10.4;
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b. If waiver of moral rights under Section 5.1 a in the relevant
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fullest extent possible by the law of the relevant jurisdiction under
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Section 10.4; and
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c. For jurisdictions not allowing waiver or an agreement not to assert
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Please note that some jurisdictions do not allow for the waiver of moral
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### 6.0 Fair dealing, Database exceptions, and other rights not affected
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6.1 This License does not affect any rights that You or anyone else may
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independently have under any applicable law to make any use of this
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a. Exceptions to the Database Right including: Extraction of Contents
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Extraction or Re-utilisation for public security or an administrative
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or judicial procedure.
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b. Fair dealing, fair use, or any other legally recognised limitation
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or exception to infringement of copyright or other applicable laws.
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6.2 This License does not affect any rights of lawful users to Extract
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and Re-utilise insubstantial parts of the Contents, evaluated
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Contents, see Section 2.4). The repeated and systematic Extraction or
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Re-utilisation of insubstantial parts of the Contents may however amount
|
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to the Extraction or Re-utilisation of a Substantial part of the
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Contents.
|
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|
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### 7.0 Warranties and Disclaimer
|
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|
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7.1 The Database is licensed by the Licensor "as is" and without any
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disclaims any and all implied warranties or conditions of title,
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Some jurisdictions do not allow the exclusion of implied warranties, so
|
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this exclusion may not apply to You.
|
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|
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### 8.0 Limitation of liability
|
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|
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8.1 Subject to any liability that may not be excluded or limited by law,
|
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the Licensor is not liable for, and expressly excludes, all liability
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|
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### 9.0 Termination of Your rights under this License
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automatically terminates this License with immediate effect and without
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|
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|
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under this License will not have their licenses terminated provided
|
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their use is in full compliance with this License or a license granted
|
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under Section 4.8 of this License. Sections 1, 2, 7, 8, 9 and 10 will
|
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|
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|
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9.2 If You are not in breach of the terms of this License, the Licensor
|
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will not terminate Your rights under it.
|
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|
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9.3 Unless terminated under Section 9.1, this License is granted to You
|
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for the duration of applicable rights in the Database.
|
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|
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conditions of this License, then your full rights under this License
|
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will be reinstated:
|
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|
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a. Provisionally and subject to permanent termination until the 60th
|
502 |
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day after cessation of breach;
|
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|
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b. Permanently on the 60th day after cessation of breach unless
|
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otherwise reasonably notified by the Licensor; or
|
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|
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c. Permanently if reasonably notified by the Licensor of the
|
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violation, this is the first time You have received notice of
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violation of this License from the Licensor, and You cure the
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violation prior to 30 days after your receipt of the notice.
|
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|
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Persons subject to permanent termination of rights are not eligible to
|
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be a recipient and receive a license under Section 4.8.
|
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|
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9.5 Notwithstanding the above, Licensor reserves the right to release
|
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the Database under different license terms or to stop distributing or
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making available the Database. Releasing the Database under different
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license terms or stopping the distribution of the Database will not
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withdraw this License (or any other license that has been, or is
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required to be, granted under the terms of this License), and this
|
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-
License will continue in full force and effect unless terminated as
|
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stated above.
|
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-
|
524 |
-
### 10.0 General
|
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-
|
526 |
-
10.1 If any provision of this License is held to be invalid or
|
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-
unenforceable, that must not affect the validity or enforceability of
|
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the remainder of the terms and conditions of this License and each
|
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remaining provision of this License shall be valid and enforced to the
|
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fullest extent permitted by law.
|
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|
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10.2 This License is the entire agreement between the parties with
|
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respect to the rights granted here over the Database. It replaces any
|
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earlier understandings, agreements or representations with respect to
|
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the Database.
|
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|
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10.3 If You are in breach of the terms of this License, You will not be
|
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entitled to rely on the terms of this License or to complain of any
|
539 |
-
breach by the Licensor.
|
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|
541 |
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10.4 Choice of law. This License takes effect in and will be governed by
|
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the laws of the relevant jurisdiction in which the License terms are
|
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sought to be enforced. If the standard suite of rights granted under
|
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applicable copyright law and Database Rights in the relevant
|
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jurisdiction includes additional rights not granted under this License,
|
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these additional rights are granted in this License in order to meet the
|
547 |
-
terms of this License.```
|
548 |
-
|
549 |
-
|
550 |
-
|
551 |
-
|
552 |
# UD Romanian RRT v2.8
|
553 |
|
554 |
* Author: Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin
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|
1 |
# UD Romanian RRT v2.8
|
2 |
|
3 |
* Author: Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin
|
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: 0.954787234
|
41 |
-
- name: SENTER F Score
|
42 |
-
type: f_score
|
43 |
-
value: 0.954787234
|
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/ro#ro_core_news_lg
|
60 |
|
61 |
-
Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler
|
62 |
|
63 |
| Feature | Description |
|
64 |
| --- | --- |
|
65 |
| **Name** | `ro_core_news_lg` |
|
66 |
-
| **Version** | `3.
|
67 |
-
| **spaCy** | `>=3.
|
68 |
-
| **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `
|
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| **Components** | `tok2vec`, `tagger`, `parser`, `
|
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| **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
|
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| **Sources** | [
|
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| **License** | `CC BY-SA 4.0` |
|
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| **Author** | [Explosion](https://explosion.ai) |
|
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@@ -76,13 +91,12 @@ Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter
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<details>
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-
<summary>View label scheme (
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| Component | Labels |
|
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| --- | --- |
|
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| **`tagger`** | `ARROW`, `Af`, `Afcfp-n`, `Afcfson`, `Afcfsrn`, `Afcmpoy`, `Afcms-n`, `Afp`, `Afp-p-n`, `Afp-poy`, `Afp-srn`, `Afpf--n`, `Afpfp-n`, `Afpfp-ny`, `Afpfpoy`, `Afpfpry`, `Afpfson`, `Afpfsoy`, `Afpfsrn`, `Afpfsry`, `Afpm--n`, `Afpmp-n`, `Afpmpoy`, `Afpmpry`, `Afpms-n`, `Afpmsoy`, `Afpmsry`, `Afsfp-n`, `Afsfsrn`, `BULLET`, `COLON`, `COMMA`, `Ccssp`, `Ccsspy`, `Crssp`, `Csssp`, `Cssspy`, `DASH`, `DBLQ`, `Dd3-po---e`, `Dd3-po---o`, `Dd3fpo`, `Dd3fpr`, `Dd3fpr---e`, `Dd3fpr---o`, `Dd3fpr--y`, `Dd3fso`, `Dd3fso---e`, `Dd3fsr`, `Dd3fsr---e`, `Dd3fsr---o`, `Dd3fsr--yo`, `Dd3mpo`, `Dd3mpr`, `Dd3mpr---e`, `Dd3mpr---o`, `Dd3mso---e`, `Dd3msr`, `Dd3msr---e`, `Dd3msr---o`, `Dh1ms`, `Dh3fp`, `Dh3fso`, `Dh3fsr`, `Dh3mp`, `Dh3ms`, `Di3`, `Di3-----y`, `Di3--r---e`, `Di3-po`, `Di3-po---e`, `Di3-sr`, `Di3-sr---e`, `Di3-sr--y`, `Di3fp`, `Di3fpr`, `Di3fpr---e`, `Di3fso`, `Di3fso---e`, `Di3fsr`, `Di3fsr---e`, `Di3mp`, `Di3mpr`, `Di3mpr---e`, `Di3ms`, `Di3ms----e`, `Di3mso---e`, `Di3msr`, `Di3msr---e`, `Ds1fp-p`, `Ds1fp-s`, `Ds1fsop`, `Ds1fsos`, `Ds1fsrp`, `Ds1fsrs`, `Ds1fsrs-y`, `Ds1mp-p`, `Ds1mp-s`, `Ds1ms-p`, `Ds1ms-s`, `Ds1msrs-y`, `Ds2---s`, `Ds2fp-p`, `Ds2fp-s`, `Ds2fsrp`, `Ds2fsrs`, `Ds2mp-p`, `Ds2mp-s`, `Ds2ms-p`, `Ds2ms-s`, `Ds3---p`, `Ds3---s`, `Ds3---sy`, `Ds3fp-s`, `Ds3fsos`, `Ds3fsrs`, `Ds3mp-s`, `Ds3ms-s`, `Dw3--r---e`, `Dw3-po---e`, `Dw3fpr`, `Dw3fso---e`, `Dw3fsr`, `Dw3mpr`, `Dw3mso---e`, `Dw3msr`, `Dz3fsr---e`, `Dz3mso---e`, `Dz3msr---e`, `EQUAL`, `EXCL`, `EXCLHELLIP`, `GE`, `GT`, `HELLIP`, `I`, `LCURL`, `LPAR`, `LSQR`, `LT`, `M`, `Mc-p-d`, `Mc-p-l`, `Mc-s-b`, `Mc-s-d`, `Mc-s-l`, `Mcfp-l`, `Mcfp-ln`, `Mcfprln`, `Mcfprly`, `Mcfsoln`, `Mcfsrl`, `Mcfsrln`, `Mcfsrly`, `Mcmp-l`, `Mcms-ln`, `Mcmsrl`, `Mcmsrln`, `Mcmsrly`, `Mffprln`, `Mffsrln`, `Mlfpo`, `Mlfpr`, `Mlmpr`, `Mo---l`, `Mo---ln`, `Mo-s-r`, `Mofp-ln`, `Mofpoly`, `Mofprly`, `Mofs-l`, `Mofsoln`, `Mofsoly`, `Mofsrln`, `Mofsrly`, `Mompoly`, `Momprly`, `Moms-l`, `Moms-ln`, `Momsoly`, `Momsrly`, `Nc`, `Nc---n`, `Ncf--n`, `Ncfp-n`, `Ncfpoy`, `Ncfpry`, `Ncfs-n`, `Ncfson`, `Ncfsoy`, `Ncfsrn`, `Ncfsry`, `Ncfsryy`, `Ncfsvy`, `Ncm--n`, `Ncmp-n`, `Ncmpoy`, `Ncmpry`, `Ncms-n`, `Ncms-ny`, `Ncms-y`, `Ncmsoy`, `Ncmsrn`, `Ncmsry`, `Ncmsryy`, `Ncmsvn`, `Ncmsvy`, `Np`, `Npfson`, `Npfsoy`, `Npfsrn`, `Npfsry`, `Npmpoy`, `Npmpry`, `Npms-n`, `Npmsoy`, `Npmsry`, `PERCENT`, `PERIOD`, `PLUS`, `PLUSMINUS`, `Pd3-po`, `Pd3fpr`, `Pd3fso`, `Pd3fsr`, `Pd3mpo`, `Pd3mpr`, `Pd3mpr--y`, `Pd3mso`, `Pd3msr`, `Pi3--r`, `Pi3-po`, `Pi3-so`, `Pi3-sr`, `Pi3fpr`, `Pi3fso`, `Pi3fsr`, `Pi3mpr`, `Pi3mso`, `Pi3msr`, `Pi3msr--y`, `Pp1-pa--------w`, `Pp1-pa--y-----w`, `Pp1-pd--------s`, `Pp1-pd--------w`, `Pp1-pd--y-----w`, `Pp1-pr--------s`, `Pp1-sa--------s`, `Pp1-sa--------w`, `Pp1-sa--y-----w`, `Pp1-sd--------s`, `Pp1-sd--------w`, `Pp1-sd--y-----w`, `Pp1-sn--------s`, `Pp2-----------s`, `Pp2-pa--------w`, `Pp2-pa--y-----w`, `Pp2-pd--------w`, `Pp2-pd--y-----w`, `Pp2-pr--------s`, `Pp2-sa--------s`, `Pp2-sa--------w`, `Pp2-sa--y-----w`, `Pp2-sd--------s`, `Pp2-sd--------w`, `Pp2-sd--y-----w`, `Pp2-sn--------s`, `Pp2-so--------s`, `Pp2-sr--------s`, `Pp3-p---------s`, `Pp3-pd--------w`, `Pp3-pd--y-----w`, `Pp3-po--------s`, `Pp3-sd--------w`, `Pp3-sd--y-----w`, `Pp3-so--------s`, `Pp3fpa--------w`, `Pp3fpa--y-----w`, `Pp3fpr--------s`, `Pp3fs---------s`, `Pp3fsa--------w`, `Pp3fsa--y-----w`, `Pp3fso--------s`, `Pp3fsr--------s`, `Pp3fsr--y-----s`, `Pp3mpa--------w`, `Pp3mpa--y-----w`, `Pp3mpr--------s`, `Pp3ms---------s`, `Pp3msa--------w`, `Pp3msa--y-----w`, `Pp3mso--------s`, `Pp3msr--------s`, `Pp3msr--y-----s`, `Ps1fp-s`, `Ps1fsrp`, `Ps1fsrs`, `Ps1mp-p`, `Ps1ms-p`, `Ps2fp-s`, `Ps2fsrp`, `Ps2fsrs`, `Ps3---p`, `Ps3---s`, `Ps3fp-s`, `Ps3fsrs`, `Ps3mp-s`, `Ps3ms-s`, `Pw3--r`, `Pw3-po`, `Pw3-so`, `Pw3fpr`, `Pw3fso`, `Pw3mpr`, `Pw3mso`, `Px3--a--------s`, `Px3--a--------w`, `Px3--a--y-----w`, `Px3--d--------w`, `Px3--d--y-----w`, `Pz3-sr`, `Pz3fsr`, `QUEST`, `QUOT`, `Qf`, `Qn`, `Qs`, `Qs-y`, `Qz`, `Qz-y`, `RCURL`, `RPAR`, `RSQR`, `Rc`, `Rgp`, `Rgpy`, `Rgs`, `Rp`, `Rw`, `Rw-y`, `Rz`, `SCOLON`, `SLASH`, `STAR`, `Sp`, `Spsa`, `Spsay`, `Spsd`, `Spsg`, `Td-po`, `Tdfpr`, `Tdfso`, `Tdfsr`, `Tdmpr`, `Tdmso`, `Tdmsr`, `Tf-so`, `Tffpoy`, `Tffpry`, `Tffs-y`, `Tfmpoy`, `Tfms-y`, `Tfmsoy`, `Tfmsry`, `Ti-po`, `Tifp-y`, `Tifso`, `Tifsr`, `Timso`, `Timsr`, `Tsfp`, `Tsfs`, `Tsmp`, `Tsms`, `UNDERSC`, `Va--1`, `Va--1-----y`, `Va--1p`, `Va--1s`, `Va--1s----y`, `Va--2p`, `Va--2p----y`, `Va--2s`, `Va--2s----y`, `Va--3`, `Va--3-----y`, `Va--3p`, `Va--3p----y`, `Va--3s`, `Va--3s----y`, `Vag`, `Vag-------y`, `Vaii1`, `Vaii2s`, `Vaii3p`, `Vaii3s`, `Vail3p`, `Vail3s`, `Vaip1p`, `Vaip1s`, `Vaip2p`, `Vaip2s`, `Vaip3p`, `Vaip3p----y`, `Vaip3s`, `Vaip3s----y`, `Vais3p`, `Vais3s`, `Vam-2s`, `Vanp`, `Vap--sm`, `Vasp1p`, `Vasp1s`, `Vasp2p`, `Vasp2s`, `Vasp3`, `Vmg`, `Vmg-------y`, `Vmii1`, `Vmii1-----y`, `Vmii2p`, `Vmii2s`, `Vmii3p`, `Vmii3p----y`, `Vmii3s`, `Vmii3s----y`, `Vmil1`, `Vmil1p`, `Vmil2s`, `Vmil3p`, `Vmil3p----y`, `Vmil3s`, `Vmil3s----y`, `Vmip1p`, `Vmip1p----y`, `Vmip1s`, `Vmip1s----y`, `Vmip2p`, `Vmip2s`, `Vmip2s----y`, `Vmip3`, `Vmip3-----y`, `Vmip3p`, `Vmip3s`, `Vmip3s----y`, `Vmis1p`, `Vmis1s`, `Vmis3p`, `Vmis3p----y`, `Vmis3s`, `Vmis3s----y`, `Vmm-2p`, `Vmm-2s`, `Vmnp`, `Vmnp------y`, `Vmp--pf`, `Vmp--pm`, `Vmp--sf`, `Vmp--sm`, `Vmp--sm---y`, `Vmsp1p`, `Vmsp2p`, `Vmsp2s`, `Vmsp3`, `Vmsp3-----y`, `X`, `Y`, `Ya`, `Yn`, `Ynfsoy`, `Ynfsry`, `Ynmsoy`, `Ynmsry`, `Yp`, `Yp,Yn`, `Yp-sr`, `Yr` |
|
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| **`parser`** | `ROOT`, `acl`, `advcl`, `advcl:tcl`, `advmod`, `advmod:tmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `cc:preconj`, `ccomp`, `ccomp:pmod`, `compound`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `expl`, `expl:impers`, `expl:pass`, `expl:poss`, `expl:pv`, `fixed`, `flat`, `goeswith`, `iobj`, `mark`, `nmod`, `nmod:tmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:pmod`, `orphan`, `parataxis`, `punct`, `vocative`, `xcomp` |
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| **`senter`** | `I`, `S` |
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| **`ner`** | `DATETIME`, `EVENT`, `FACILITY`, `GPE`, `LANGUAGE`, `LOC`, `MONEY`, `NAT_REL_POL`, `NUMERIC_VALUE`, `ORDINAL`, `ORGANIZATION`, `PERIOD`, `PERSON`, `PRODUCT`, `QUANTITY`, `WORK_OF_ART` |
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</details>
|
@@ -95,18 +109,18 @@ Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter
|
|
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| `TOKEN_P` | 99.67 |
|
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| `TOKEN_R` | 99.57 |
|
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| `TOKEN_F` | 99.59 |
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| `TAG_ACC` | 96.
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| `SENTS_P` |
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| `SENTS_R` |
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| `SENTS_F` |
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| `DEP_UAS` | 88.
|
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| `DEP_LAS` | 83.
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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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| `ENTS_P` | 75.
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| `ENTS_R` | 77.
|
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| `ENTS_F` | 76.
|
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metrics:
|
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- name: NER Precision
|
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type: precision
|
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+
value: 0.7552238806
|
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- name: NER Recall
|
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type: recall
|
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value: 0.7775643488
|
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- name: NER F Score
|
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type: f_score
|
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value: 0.766231308
|
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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: 0.9667810127
|
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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: 0.9403951881
|
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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: 0.9512416806
|
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|
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- task:
|
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+
name: LEMMA
|
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type: token-classification
|
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metrics:
|
49 |
+
- name: Lemma Accuracy
|
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type: accuracy
|
51 |
+
value: 0.9585129152
|
52 |
+
- task:
|
53 |
+
name: UNLABELED_DEPENDENCIES
|
54 |
+
type: token-classification
|
55 |
+
metrics:
|
56 |
+
- name: Unlabeled Attachment Score (UAS)
|
57 |
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type: f_score
|
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+
value: 0.8881779116
|
59 |
- 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: 0.8359210815
|
66 |
+
- task:
|
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+
name: SENTS
|
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+
type: token-classification
|
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+
metrics:
|
70 |
+
- name: Sentences F-Score
|
71 |
+
type: f_score
|
72 |
+
value: 0.9699398798
|
73 |
---
|
74 |
### Details: https://spacy.io/models/ro#ro_core_news_lg
|
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|
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+
Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.
|
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|
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| Feature | Description |
|
79 |
| --- | --- |
|
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| **Name** | `ro_core_news_lg` |
|
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+
| **Version** | `3.3.0` |
|
82 |
+
| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
|
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| **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
|
84 |
+
| **Components** | `tok2vec`, `tagger`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
|
85 |
| **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
|
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+
| **Sources** | [UD Romanian RRT v2.8](https://github.com/UniversalDependencies/UD_Romanian-RRT) (Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin)<br />[RONEC - the Romanian Named Entity Corpus (ca9ce460)](https://github.com/dumitrescustefan/ronec) (Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
|
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| **License** | `CC BY-SA 4.0` |
|
88 |
| **Author** | [Explosion](https://explosion.ai) |
|
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|
|
|
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|
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<details>
|
93 |
|
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+
<summary>View label scheme (539 labels for 3 components)</summary>
|
95 |
|
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| Component | Labels |
|
97 |
| --- | --- |
|
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| **`tagger`** | `ARROW`, `Af`, `Afcfp-n`, `Afcfson`, `Afcfsrn`, `Afcmpoy`, `Afcms-n`, `Afp`, `Afp-p-n`, `Afp-poy`, `Afp-srn`, `Afpf--n`, `Afpfp-n`, `Afpfp-ny`, `Afpfpoy`, `Afpfpry`, `Afpfson`, `Afpfsoy`, `Afpfsrn`, `Afpfsry`, `Afpm--n`, `Afpmp-n`, `Afpmpoy`, `Afpmpry`, `Afpms-n`, `Afpmsoy`, `Afpmsry`, `Afsfp-n`, `Afsfsrn`, `BULLET`, `COLON`, `COMMA`, `Ccssp`, `Ccsspy`, `Crssp`, `Csssp`, `Cssspy`, `DASH`, `DBLQ`, `Dd3-po---e`, `Dd3-po---o`, `Dd3fpo`, `Dd3fpr`, `Dd3fpr---e`, `Dd3fpr---o`, `Dd3fpr--y`, `Dd3fso`, `Dd3fso---e`, `Dd3fsr`, `Dd3fsr---e`, `Dd3fsr---o`, `Dd3fsr--yo`, `Dd3mpo`, `Dd3mpr`, `Dd3mpr---e`, `Dd3mpr---o`, `Dd3mso---e`, `Dd3msr`, `Dd3msr---e`, `Dd3msr---o`, `Dh1ms`, `Dh3fp`, `Dh3fso`, `Dh3fsr`, `Dh3mp`, `Dh3ms`, `Di3`, `Di3-----y`, `Di3--r---e`, `Di3-po`, `Di3-po---e`, `Di3-sr`, `Di3-sr---e`, `Di3-sr--y`, `Di3fp`, `Di3fpr`, `Di3fpr---e`, `Di3fso`, `Di3fso---e`, `Di3fsr`, `Di3fsr---e`, `Di3mp`, `Di3mpr`, `Di3mpr---e`, `Di3ms`, `Di3ms----e`, `Di3mso---e`, `Di3msr`, `Di3msr---e`, `Ds1fp-p`, `Ds1fp-s`, `Ds1fsop`, `Ds1fsos`, `Ds1fsrp`, `Ds1fsrs`, `Ds1fsrs-y`, `Ds1mp-p`, `Ds1mp-s`, `Ds1ms-p`, `Ds1ms-s`, `Ds1msrs-y`, `Ds2---s`, `Ds2fp-p`, `Ds2fp-s`, `Ds2fsrp`, `Ds2fsrs`, `Ds2mp-p`, `Ds2mp-s`, `Ds2ms-p`, `Ds2ms-s`, `Ds3---p`, `Ds3---s`, `Ds3---sy`, `Ds3fp-s`, `Ds3fsos`, `Ds3fsrs`, `Ds3mp-s`, `Ds3ms-s`, `Dw3--r---e`, `Dw3-po---e`, `Dw3fpr`, `Dw3fso---e`, `Dw3fsr`, `Dw3mpr`, `Dw3mso---e`, `Dw3msr`, `Dz3fsr---e`, `Dz3mso---e`, `Dz3msr---e`, `EQUAL`, `EXCL`, `EXCLHELLIP`, `GE`, `GT`, `HELLIP`, `I`, `LCURL`, `LPAR`, `LSQR`, `LT`, `M`, `Mc-p-d`, `Mc-p-l`, `Mc-s-b`, `Mc-s-d`, `Mc-s-l`, `Mcfp-l`, `Mcfp-ln`, `Mcfprln`, `Mcfprly`, `Mcfsoln`, `Mcfsrl`, `Mcfsrln`, `Mcfsrly`, `Mcmp-l`, `Mcms-ln`, `Mcmsrl`, `Mcmsrln`, `Mcmsrly`, `Mffprln`, `Mffsrln`, `Mlfpo`, `Mlfpr`, `Mlmpr`, `Mo---l`, `Mo---ln`, `Mo-s-r`, `Mofp-ln`, `Mofpoly`, `Mofprly`, `Mofs-l`, `Mofsoln`, `Mofsoly`, `Mofsrln`, `Mofsrly`, `Mompoly`, `Momprly`, `Moms-l`, `Moms-ln`, `Momsoly`, `Momsrly`, `Nc`, `Nc---n`, `Ncf--n`, `Ncfp-n`, `Ncfpoy`, `Ncfpry`, `Ncfs-n`, `Ncfson`, `Ncfsoy`, `Ncfsrn`, `Ncfsry`, `Ncfsryy`, `Ncfsvy`, `Ncm--n`, `Ncmp-n`, `Ncmpoy`, `Ncmpry`, `Ncms-n`, `Ncms-ny`, `Ncms-y`, `Ncmsoy`, `Ncmsrn`, `Ncmsry`, `Ncmsryy`, `Ncmsvn`, `Ncmsvy`, `Np`, `Npfson`, `Npfsoy`, `Npfsrn`, `Npfsry`, `Npmpoy`, `Npmpry`, `Npms-n`, `Npmsoy`, `Npmsry`, `PERCENT`, `PERIOD`, `PLUS`, `PLUSMINUS`, `Pd3-po`, `Pd3fpr`, `Pd3fso`, `Pd3fsr`, `Pd3mpo`, `Pd3mpr`, `Pd3mpr--y`, `Pd3mso`, `Pd3msr`, `Pi3--r`, `Pi3-po`, `Pi3-so`, `Pi3-sr`, `Pi3fpr`, `Pi3fso`, `Pi3fsr`, `Pi3mpr`, `Pi3mso`, `Pi3msr`, `Pi3msr--y`, `Pp1-pa--------w`, `Pp1-pa--y-----w`, `Pp1-pd--------s`, `Pp1-pd--------w`, `Pp1-pd--y-----w`, `Pp1-pr--------s`, `Pp1-sa--------s`, `Pp1-sa--------w`, `Pp1-sa--y-----w`, `Pp1-sd--------s`, `Pp1-sd--------w`, `Pp1-sd--y-----w`, `Pp1-sn--------s`, `Pp2-----------s`, `Pp2-pa--------w`, `Pp2-pa--y-----w`, `Pp2-pd--------w`, `Pp2-pd--y-----w`, `Pp2-pr--------s`, `Pp2-sa--------s`, `Pp2-sa--------w`, `Pp2-sa--y-----w`, `Pp2-sd--------s`, `Pp2-sd--------w`, `Pp2-sd--y-----w`, `Pp2-sn--------s`, `Pp2-so--------s`, `Pp2-sr--------s`, `Pp3-p---------s`, `Pp3-pd--------w`, `Pp3-pd--y-----w`, `Pp3-po--------s`, `Pp3-sd--------w`, `Pp3-sd--y-----w`, `Pp3-so--------s`, `Pp3fpa--------w`, `Pp3fpa--y-----w`, `Pp3fpr--------s`, `Pp3fs---------s`, `Pp3fsa--------w`, `Pp3fsa--y-----w`, `Pp3fso--------s`, `Pp3fsr--------s`, `Pp3fsr--y-----s`, `Pp3mpa--------w`, `Pp3mpa--y-----w`, `Pp3mpr--------s`, `Pp3ms---------s`, `Pp3msa--------w`, `Pp3msa--y-----w`, `Pp3mso--------s`, `Pp3msr--------s`, `Pp3msr--y-----s`, `Ps1fp-s`, `Ps1fsrp`, `Ps1fsrs`, `Ps1mp-p`, `Ps1ms-p`, `Ps2fp-s`, `Ps2fsrp`, `Ps2fsrs`, `Ps3---p`, `Ps3---s`, `Ps3fp-s`, `Ps3fsrs`, `Ps3mp-s`, `Ps3ms-s`, `Pw3--r`, `Pw3-po`, `Pw3-so`, `Pw3fpr`, `Pw3fso`, `Pw3mpr`, `Pw3mso`, `Px3--a--------s`, `Px3--a--------w`, `Px3--a--y-----w`, `Px3--d--------w`, `Px3--d--y-----w`, `Pz3-sr`, `Pz3fsr`, `QUEST`, `QUOT`, `Qf`, `Qn`, `Qs`, `Qs-y`, `Qz`, `Qz-y`, `RCURL`, `RPAR`, `RSQR`, `Rc`, `Rgp`, `Rgpy`, `Rgs`, `Rp`, `Rw`, `Rw-y`, `Rz`, `SCOLON`, `SLASH`, `STAR`, `Sp`, `Spsa`, `Spsay`, `Spsd`, `Spsg`, `Td-po`, `Tdfpr`, `Tdfso`, `Tdfsr`, `Tdmpr`, `Tdmso`, `Tdmsr`, `Tf-so`, `Tffpoy`, `Tffpry`, `Tffs-y`, `Tfmpoy`, `Tfms-y`, `Tfmsoy`, `Tfmsry`, `Ti-po`, `Tifp-y`, `Tifso`, `Tifsr`, `Timso`, `Timsr`, `Tsfp`, `Tsfs`, `Tsmp`, `Tsms`, `UNDERSC`, `Va--1`, `Va--1-----y`, `Va--1p`, `Va--1s`, `Va--1s----y`, `Va--2p`, `Va--2p----y`, `Va--2s`, `Va--2s----y`, `Va--3`, `Va--3-----y`, `Va--3p`, `Va--3p----y`, `Va--3s`, `Va--3s----y`, `Vag`, `Vag-------y`, `Vaii1`, `Vaii2s`, `Vaii3p`, `Vaii3s`, `Vail3p`, `Vail3s`, `Vaip1p`, `Vaip1s`, `Vaip2p`, `Vaip2s`, `Vaip3p`, `Vaip3p----y`, `Vaip3s`, `Vaip3s----y`, `Vais3p`, `Vais3s`, `Vam-2s`, `Vanp`, `Vap--sm`, `Vasp1p`, `Vasp1s`, `Vasp2p`, `Vasp2s`, `Vasp3`, `Vmg`, `Vmg-------y`, `Vmii1`, `Vmii1-----y`, `Vmii2p`, `Vmii2s`, `Vmii3p`, `Vmii3p----y`, `Vmii3s`, `Vmii3s----y`, `Vmil1`, `Vmil1p`, `Vmil2s`, `Vmil3p`, `Vmil3p----y`, `Vmil3s`, `Vmil3s----y`, `Vmip1p`, `Vmip1p----y`, `Vmip1s`, `Vmip1s----y`, `Vmip2p`, `Vmip2s`, `Vmip2s----y`, `Vmip3`, `Vmip3-----y`, `Vmip3p`, `Vmip3s`, `Vmip3s----y`, `Vmis1p`, `Vmis1s`, `Vmis3p`, `Vmis3p----y`, `Vmis3s`, `Vmis3s----y`, `Vmm-2p`, `Vmm-2s`, `Vmnp`, `Vmnp------y`, `Vmp--pf`, `Vmp--pm`, `Vmp--sf`, `Vmp--sm`, `Vmp--sm---y`, `Vmsp1p`, `Vmsp2p`, `Vmsp2s`, `Vmsp3`, `Vmsp3-----y`, `X`, `Y`, `Ya`, `Yn`, `Ynfsoy`, `Ynfsry`, `Ynmsoy`, `Ynmsry`, `Yp`, `Yp,Yn`, `Yp-sr`, `Yr` |
|
99 |
| **`parser`** | `ROOT`, `acl`, `advcl`, `advcl:tcl`, `advmod`, `advmod:tmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `cc:preconj`, `ccomp`, `ccomp:pmod`, `compound`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `expl`, `expl:impers`, `expl:pass`, `expl:poss`, `expl:pv`, `fixed`, `flat`, `goeswith`, `iobj`, `mark`, `nmod`, `nmod:tmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `obl:pmod`, `orphan`, `parataxis`, `punct`, `vocative`, `xcomp` |
|
|
|
100 |
| **`ner`** | `DATETIME`, `EVENT`, `FACILITY`, `GPE`, `LANGUAGE`, `LOC`, `MONEY`, `NAT_REL_POL`, `NUMERIC_VALUE`, `ORDINAL`, `ORGANIZATION`, `PERIOD`, `PERSON`, `PRODUCT`, `QUANTITY`, `WORK_OF_ART` |
|
101 |
|
102 |
</details>
|
|
|
109 |
| `TOKEN_P` | 99.67 |
|
110 |
| `TOKEN_R` | 99.57 |
|
111 |
| `TOKEN_F` | 99.59 |
|
112 |
+
| `TAG_ACC` | 96.68 |
|
113 |
+
| `SENTS_P` | 97.45 |
|
114 |
+
| `SENTS_R` | 96.54 |
|
115 |
+
| `SENTS_F` | 96.99 |
|
116 |
+
| `DEP_UAS` | 88.82 |
|
117 |
+
| `DEP_LAS` | 83.59 |
|
118 |
+
| `LEMMA_ACC` | 95.85 |
|
119 |
+
| `POS_ACC` | 94.04 |
|
120 |
+
| `MORPH_ACC` | 95.12 |
|
121 |
+
| `MORPH_MICRO_P` | 98.85 |
|
122 |
+
| `MORPH_MICRO_R` | 95.86 |
|
123 |
+
| `MORPH_MICRO_F` | 97.12 |
|
124 |
+
| `ENTS_P` | 75.52 |
|
125 |
+
| `ENTS_R` | 77.76 |
|
126 |
+
| `ENTS_F` | 76.62 |
|
accuracy.json
CHANGED
@@ -3,127 +3,127 @@
|
|
3 |
"token_p": 0.9967350492,
|
4 |
"token_r": 0.9957244934,
|
5 |
"token_f": 0.9959492157,
|
6 |
-
"tag_acc": 0.
|
7 |
-
"sents_p": 0.
|
8 |
-
"sents_r": 0.
|
9 |
-
"sents_f": 0.
|
10 |
-
"dep_uas": 0.
|
11 |
-
"dep_las": 0.
|
12 |
"dep_las_per_type": {
|
13 |
"root": {
|
14 |
-
"p": 0.
|
15 |
"r": 0.9133709981,
|
16 |
-
"f": 0.
|
17 |
},
|
18 |
"mark": {
|
19 |
-
"p": 0.
|
20 |
-
"r": 0.
|
21 |
-
"f": 0.
|
22 |
},
|
23 |
"case": {
|
24 |
-
"p": 0.
|
25 |
-
"r": 0.
|
26 |
-
"f": 0.
|
27 |
},
|
28 |
"nmod:tmod": {
|
29 |
-
"p": 0.
|
30 |
-
"r": 0.
|
31 |
-
"f": 0.
|
32 |
},
|
33 |
"amod": {
|
34 |
-
"p": 0.
|
35 |
-
"r": 0.
|
36 |
-
"f": 0.
|
37 |
},
|
38 |
"nsubj": {
|
39 |
-
"p": 0.
|
40 |
-
"r": 0.
|
41 |
-
"f": 0.
|
42 |
},
|
43 |
"nmod": {
|
44 |
-
"p": 0.
|
45 |
-
"r": 0.
|
46 |
-
"f": 0.
|
47 |
},
|
48 |
"aux": {
|
49 |
-
"p": 0.
|
50 |
-
"r": 0.
|
51 |
-
"f": 0.
|
52 |
},
|
53 |
"advcl": {
|
54 |
-
"p": 0.
|
55 |
-
"r": 0.
|
56 |
-
"f": 0.
|
57 |
},
|
58 |
"obj": {
|
59 |
-
"p": 0.
|
60 |
-
"r": 0.
|
61 |
-
"f": 0.
|
62 |
},
|
63 |
"det": {
|
64 |
-
"p": 0.
|
65 |
-
"r": 0.
|
66 |
-
"f": 0.
|
67 |
},
|
68 |
"cc": {
|
69 |
-
"p": 0.
|
70 |
-
"r": 0.
|
71 |
-
"f": 0.
|
72 |
},
|
73 |
"conj": {
|
74 |
-
"p": 0.
|
75 |
-
"r": 0.
|
76 |
-
"f": 0.
|
77 |
},
|
78 |
"nummod": {
|
79 |
-
"p": 0.
|
80 |
-
"r": 0.
|
81 |
-
"f": 0.
|
82 |
},
|
83 |
"acl": {
|
84 |
-
"p": 0.
|
85 |
-
"r": 0.
|
86 |
-
"f": 0.
|
87 |
},
|
88 |
"advmod": {
|
89 |
-
"p": 0.
|
90 |
-
"r": 0.
|
91 |
-
"f": 0.
|
92 |
},
|
93 |
"obl": {
|
94 |
-
"p": 0.
|
95 |
-
"r": 0.
|
96 |
-
"f": 0.
|
97 |
},
|
98 |
"expl:pass": {
|
99 |
-
"p": 0.
|
100 |
-
"r": 0.
|
101 |
-
"f": 0.
|
102 |
},
|
103 |
"nsubj:pass": {
|
104 |
-
"p": 0.
|
105 |
-
"r": 0.
|
106 |
-
"f": 0.
|
107 |
},
|
108 |
"fixed": {
|
109 |
-
"p": 0.
|
110 |
-
"r": 0.
|
111 |
-
"f": 0.
|
112 |
},
|
113 |
"appos": {
|
114 |
-
"p": 0.
|
115 |
-
"r": 0.
|
116 |
-
"f": 0.
|
117 |
},
|
118 |
"parataxis": {
|
119 |
-
"p": 0.
|
120 |
-
"r": 0.
|
121 |
-
"f": 0.
|
122 |
},
|
123 |
"aux:pass": {
|
124 |
-
"p": 0.
|
125 |
-
"r": 0.
|
126 |
-
"f": 0.
|
127 |
},
|
128 |
"nmod:agent": {
|
129 |
"p": 0.0,
|
@@ -131,9 +131,9 @@
|
|
131 |
"f": 0.0
|
132 |
},
|
133 |
"ccomp": {
|
134 |
-
"p": 0.
|
135 |
-
"r": 0.
|
136 |
-
"f": 0.
|
137 |
},
|
138 |
"nmod:pmod": {
|
139 |
"p": 0.0,
|
@@ -141,64 +141,74 @@
|
|
141 |
"f": 0.0
|
142 |
},
|
143 |
"iobj": {
|
144 |
-
"p": 0.
|
145 |
-
"r": 0.
|
146 |
-
"f": 0.
|
147 |
},
|
148 |
"flat": {
|
149 |
-
"p": 0.
|
150 |
-
"r": 0.
|
151 |
-
"f": 0.
|
152 |
},
|
153 |
"cop": {
|
154 |
-
"p": 0.
|
155 |
-
"r": 0.
|
156 |
-
"f": 0.
|
157 |
},
|
158 |
"csubj": {
|
159 |
-
"p": 0.
|
160 |
-
"r": 0.
|
161 |
-
"f": 0.
|
|
|
|
|
|
|
|
|
|
|
162 |
},
|
163 |
"obl:agent": {
|
164 |
"p": 0.0,
|
165 |
"r": 0.0,
|
166 |
"f": 0.0
|
167 |
},
|
168 |
-
"
|
169 |
"p": 0.0,
|
170 |
"r": 0.0,
|
171 |
"f": 0.0
|
172 |
},
|
173 |
"expl:pv": {
|
174 |
-
"p": 0.
|
175 |
-
"r": 0.
|
176 |
-
"f": 0.
|
177 |
},
|
178 |
"expl": {
|
179 |
-
"p": 0.
|
180 |
"r": 0.8148148148,
|
181 |
-
"f": 0.
|
182 |
},
|
183 |
-
"
|
184 |
"p": 0.0,
|
185 |
"r": 0.0,
|
186 |
"f": 0.0
|
187 |
},
|
188 |
"expl:poss": {
|
189 |
-
"p": 0
|
190 |
-
"r": 0.
|
191 |
-
"f": 0.
|
192 |
},
|
193 |
"goeswith": {
|
194 |
"p": 0.0,
|
195 |
"r": 0.0,
|
196 |
"f": 0.0
|
197 |
},
|
|
|
|
|
|
|
|
|
|
|
198 |
"xcomp": {
|
199 |
-
"p": 0.
|
200 |
-
"r": 0.
|
201 |
-
"f": 0.
|
202 |
},
|
203 |
"orphan": {
|
204 |
"p": 0.0,
|
@@ -210,132 +220,133 @@
|
|
210 |
"r": 0.3333333333,
|
211 |
"f": 0.5
|
212 |
},
|
213 |
-
"
|
214 |
"p": 0.0,
|
215 |
"r": 0.0,
|
216 |
"f": 0.0
|
217 |
},
|
218 |
-
"
|
219 |
-
"p": 0.
|
220 |
-
"r": 0.
|
221 |
-
"f": 0.
|
222 |
},
|
223 |
-
"
|
224 |
"p": 0.0,
|
225 |
"r": 0.0,
|
226 |
"f": 0.0
|
227 |
},
|
228 |
-
"
|
229 |
-
"p": 0.
|
230 |
-
"r": 0.
|
231 |
-
"f": 0.
|
232 |
},
|
233 |
-
"
|
234 |
"p": 0.0,
|
235 |
"r": 0.0,
|
236 |
"f": 0.0
|
237 |
}
|
238 |
},
|
239 |
-
"
|
240 |
-
"
|
241 |
-
"
|
242 |
-
"
|
243 |
-
"
|
|
|
244 |
"morph_per_feat": {
|
245 |
"Case": {
|
246 |
-
"p": 0.
|
247 |
-
"r": 0.
|
248 |
-
"f": 0.
|
249 |
},
|
250 |
"Gender": {
|
251 |
-
"p": 0.
|
252 |
-
"r": 0.
|
253 |
-
"f": 0.
|
254 |
},
|
255 |
"Number": {
|
256 |
-
"p": 0.
|
257 |
-
"r": 0.
|
258 |
-
"f": 0.
|
259 |
},
|
260 |
"Person": {
|
261 |
-
"p": 0.
|
262 |
-
"r": 0.
|
263 |
-
"f": 0.
|
264 |
},
|
265 |
"PronType": {
|
266 |
-
"p": 0.
|
267 |
-
"r": 0.
|
268 |
-
"f": 0.
|
269 |
},
|
270 |
"Polarity": {
|
271 |
-
"p": 0.
|
272 |
-
"r": 0
|
273 |
-
"f": 0.
|
274 |
},
|
275 |
"AdpType": {
|
276 |
-
"p": 0.
|
277 |
"r": 0.9969543147,
|
278 |
-
"f": 0.
|
279 |
},
|
280 |
"Definite": {
|
281 |
-
"p": 0.
|
282 |
-
"r": 0.
|
283 |
-
"f": 0.
|
284 |
},
|
285 |
"Degree": {
|
286 |
-
"p": 0.
|
287 |
-
"r": 0.
|
288 |
-
"f": 0.
|
289 |
},
|
290 |
"VerbForm": {
|
291 |
-
"p": 0.
|
292 |
-
"r": 0.
|
293 |
-
"f": 0.
|
294 |
},
|
295 |
"Abbr": {
|
296 |
-
"p": 0.
|
297 |
-
"r": 0.
|
298 |
-
"f": 0.
|
299 |
},
|
300 |
"Poss": {
|
301 |
"p": 1.0,
|
302 |
-
"r": 0.
|
303 |
-
"f": 0.
|
304 |
},
|
305 |
"NumForm": {
|
306 |
-
"p": 0.
|
307 |
-
"r": 0.
|
308 |
-
"f": 0.
|
309 |
},
|
310 |
"NumType": {
|
311 |
-
"p": 0.
|
312 |
-
"r": 0.
|
313 |
-
"f": 0.
|
314 |
},
|
315 |
"Reflex": {
|
316 |
"p": 1.0,
|
317 |
-
"r":
|
318 |
-
"f":
|
319 |
},
|
320 |
"Strength": {
|
321 |
-
"p": 0.
|
322 |
-
"r": 0.
|
323 |
-
"f": 0.
|
324 |
},
|
325 |
"Mood": {
|
326 |
-
"p": 0.
|
327 |
-
"r": 0.
|
328 |
-
"f": 0.
|
329 |
},
|
330 |
"Tense": {
|
331 |
-
"p": 0.
|
332 |
"r": 0.976744186,
|
333 |
-
"f": 0.
|
334 |
},
|
335 |
"Variant": {
|
336 |
-
"p": 0.
|
337 |
-
"r": 0.
|
338 |
-
"f": 0.
|
339 |
},
|
340 |
"Position": {
|
341 |
"p": 1.0,
|
@@ -358,91 +369,90 @@
|
|
358 |
"f": 0.0
|
359 |
}
|
360 |
},
|
361 |
-
"
|
362 |
-
"
|
363 |
-
"
|
364 |
-
"ents_f": 0.7635327635,
|
365 |
"ents_per_type": {
|
366 |
"DATETIME": {
|
367 |
-
"p": 0.
|
368 |
-
"r": 0.
|
369 |
-
"f": 0.
|
370 |
},
|
371 |
"ORGANIZATION": {
|
372 |
-
"p": 0.
|
373 |
-
"r": 0.
|
374 |
-
"f": 0.
|
375 |
},
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417 |
+
"p": 0.925170068,
|
418 |
"r": 0.9066666667,
|
419 |
+
"f": 0.9158249158
|
420 |
},
|
421 |
"MONEY": {
|
422 |
+
"p": 0.9038461538,
|
423 |
+
"r": 0.8103448276,
|
424 |
+
"f": 0.8545454545
|
425 |
+
},
|
426 |
+
"PRODUCT": {
|
427 |
+
"p": 0.608,
|
428 |
+
"r": 0.5547445255,
|
429 |
+
"f": 0.5801526718
|
430 |
},
|
431 |
"LOC": {
|
432 |
+
"p": 0.5256410256,
|
433 |
+
"r": 0.5394736842,
|
434 |
+
"f": 0.5324675325
|
435 |
},
|
436 |
"WORK_OF_ART": {
|
437 |
+
"p": 0.2631578947,
|
438 |
"r": 0.2631578947,
|
439 |
+
"f": 0.2631578947
|
440 |
},
|
441 |
"QUANTITY": {
|
442 |
+
"p": 0.8,
|
443 |
+
"r": 0.9230769231,
|
444 |
+
"f": 0.8571428571
|
445 |
+
},
|
446 |
+
"PERIOD": {
|
447 |
+
"p": 0.8823529412,
|
448 |
+
"r": 0.7142857143,
|
449 |
+
"f": 0.7894736842
|
450 |
},
|
451 |
"LANGUAGE": {
|
452 |
+
"p": 0.8,
|
453 |
"r": 1.0,
|
454 |
+
"f": 0.8888888889
|
|
|
|
|
|
|
|
|
|
|
455 |
}
|
456 |
},
|
457 |
+
"speed": 9115.098662697
|
458 |
}
|
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 = "ro"
|
13 |
-
pipeline = ["tok2vec","tagger","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.ner]
|
36 |
factory = "ner"
|
@@ -55,7 +66,7 @@ nO = null
|
|
55 |
@architectures = "spacy.MultiHashEmbed.v2"
|
56 |
width = 96
|
57 |
attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
58 |
-
rows = [5000,
|
59 |
include_static_vectors = true
|
60 |
|
61 |
[components.ner.model.tok2vec.encode]
|
@@ -93,8 +104,9 @@ overwrite = false
|
|
93 |
scorer = {"@scorers":"spacy.senter_scorer.v1"}
|
94 |
|
95 |
[components.senter.model]
|
96 |
-
@architectures = "spacy.Tagger.
|
97 |
nO = null
|
|
|
98 |
|
99 |
[components.senter.model.tok2vec]
|
100 |
@architectures = "spacy.Tok2Vec.v2"
|
@@ -115,12 +127,14 @@ maxout_pieces = 2
|
|
115 |
|
116 |
[components.tagger]
|
117 |
factory = "tagger"
|
|
|
118 |
overwrite = false
|
119 |
scorer = {"@scorers":"spacy.tagger_scorer.v1"}
|
120 |
|
121 |
[components.tagger.model]
|
122 |
-
@architectures = "spacy.Tagger.
|
123 |
nO = null
|
|
|
124 |
|
125 |
[components.tagger.model.tok2vec]
|
126 |
@architectures = "spacy.Tok2VecListener.v1"
|
@@ -137,7 +151,7 @@ factory = "tok2vec"
|
|
137 |
@architectures = "spacy.MultiHashEmbed.v2"
|
138 |
width = ${components.tok2vec.model.encode:width}
|
139 |
attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
140 |
-
rows = [5000,
|
141 |
include_static_vectors = true
|
142 |
|
143 |
[components.tok2vec.model.encode]
|
@@ -174,7 +188,7 @@ dropout = 0.1
|
|
174 |
accumulate_gradient = 1
|
175 |
patience = 5000
|
176 |
max_epochs = 0
|
177 |
-
max_steps =
|
178 |
eval_frequency = 1000
|
179 |
frozen_components = []
|
180 |
before_to_disk = null
|
@@ -209,15 +223,15 @@ eps = 0.00000001
|
|
209 |
learn_rate = 0.001
|
210 |
|
211 |
[training.score_weights]
|
212 |
-
tag_acc = 0.
|
213 |
dep_uas = 0.0
|
214 |
-
dep_las = 0.
|
215 |
dep_las_per_type = null
|
216 |
sents_p = null
|
217 |
sents_r = null
|
218 |
-
sents_f = 0.
|
219 |
-
lemma_acc = 0.
|
220 |
-
ents_f = 0.
|
221 |
ents_p = 0.0
|
222 |
ents_r = 0.0
|
223 |
ents_per_type = null
|
|
|
10 |
|
11 |
[nlp]
|
12 |
lang = "ro"
|
13 |
+
pipeline = ["tok2vec","tagger","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.ner]
|
47 |
factory = "ner"
|
|
|
66 |
@architectures = "spacy.MultiHashEmbed.v2"
|
67 |
width = 96
|
68 |
attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
69 |
+
rows = [5000,1000,2500,2500,50]
|
70 |
include_static_vectors = true
|
71 |
|
72 |
[components.ner.model.tok2vec.encode]
|
|
|
104 |
scorer = {"@scorers":"spacy.senter_scorer.v1"}
|
105 |
|
106 |
[components.senter.model]
|
107 |
+
@architectures = "spacy.Tagger.v2"
|
108 |
nO = null
|
109 |
+
normalize = false
|
110 |
|
111 |
[components.senter.model.tok2vec]
|
112 |
@architectures = "spacy.Tok2Vec.v2"
|
|
|
127 |
|
128 |
[components.tagger]
|
129 |
factory = "tagger"
|
130 |
+
neg_prefix = "!"
|
131 |
overwrite = false
|
132 |
scorer = {"@scorers":"spacy.tagger_scorer.v1"}
|
133 |
|
134 |
[components.tagger.model]
|
135 |
+
@architectures = "spacy.Tagger.v2"
|
136 |
nO = null
|
137 |
+
normalize = false
|
138 |
|
139 |
[components.tagger.model.tok2vec]
|
140 |
@architectures = "spacy.Tok2VecListener.v1"
|
|
|
151 |
@architectures = "spacy.MultiHashEmbed.v2"
|
152 |
width = ${components.tok2vec.model.encode:width}
|
153 |
attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
|
154 |
+
rows = [5000,1000,2500,2500,50]
|
155 |
include_static_vectors = true
|
156 |
|
157 |
[components.tok2vec.model.encode]
|
|
|
188 |
accumulate_gradient = 1
|
189 |
patience = 5000
|
190 |
max_epochs = 0
|
191 |
+
max_steps = 100000
|
192 |
eval_frequency = 1000
|
193 |
frozen_components = []
|
194 |
before_to_disk = null
|
|
|
223 |
learn_rate = 0.001
|
224 |
|
225 |
[training.score_weights]
|
226 |
+
tag_acc = 0.29
|
227 |
dep_uas = 0.0
|
228 |
+
dep_las = 0.29
|
229 |
dep_las_per_type = null
|
230 |
sents_p = null
|
231 |
sents_r = null
|
232 |
+
sents_f = 0.04
|
233 |
+
lemma_acc = 0.1
|
234 |
+
ents_f = 0.29
|
235 |
ents_p = 0.0
|
236 |
ents_r = 0.0
|
237 |
ents_per_type = null
|
lemmatizer/cfg
ADDED
@@ -0,0 +1,1141 @@
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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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|
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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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|
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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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|
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|
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|
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|
973 |
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|
974 |
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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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|
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|
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|
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|
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|
984 |
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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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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|
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|
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|
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|
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|
1097 |
+
1893,
|
1098 |
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1894,
|
1099 |
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1895,
|
1100 |
+
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|
1101 |
+
1897,
|
1102 |
+
1898,
|
1103 |
+
1899,
|
1104 |
+
1905,
|
1105 |
+
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|
1106 |
+
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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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|
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+
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|
1111 |
+
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|
1112 |
+
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|
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+
1919,
|
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+
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|
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+
1922,
|
1116 |
+
1923,
|
1117 |
+
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|
1118 |
+
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|
1119 |
+
1928,
|
1120 |
+
1929,
|
1121 |
+
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|
1122 |
+
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|
1123 |
+
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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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|
1127 |
+
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|
1128 |
+
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|
1129 |
+
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|
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+
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|
1131 |
+
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|
1132 |
+
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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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|
1136 |
+
1953,
|
1137 |
+
1955,
|
1138 |
+
1956,
|
1139 |
+
1958
|
1140 |
+
]
|
1141 |
+
}
|
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:de934b03883d35a05fbc12c1e011b6f709b531859b7e78b7fb48fb0e169bea2a
|
3 |
+
size 441598
|
lemmatizer/trees
ADDED
Binary file (186 kB). View file
|
|
meta.json
CHANGED
@@ -1,14 +1,14 @@
|
|
1 |
{
|
2 |
"lang":"ro",
|
3 |
"name":"core_news_lg",
|
4 |
-
"version":"3.
|
5 |
-
"description":"Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler
|
6 |
"author":"Explosion",
|
7 |
"email":"contact@explosion.ai",
|
8 |
"url":"https://explosion.ai",
|
9 |
"license":"CC BY-SA 4.0",
|
10 |
-
"spacy_version":">=3.
|
11 |
-
"spacy_git_version":"
|
12 |
"vectors":{
|
13 |
"width":300,
|
14 |
"vectors":500000,
|
@@ -546,15 +546,8 @@
|
|
546 |
"vocative",
|
547 |
"xcomp"
|
548 |
],
|
549 |
-
"senter":[
|
550 |
-
"I",
|
551 |
-
"S"
|
552 |
-
],
|
553 |
"attribute_ruler":[
|
554 |
|
555 |
-
],
|
556 |
-
"lemmatizer":[
|
557 |
-
|
558 |
],
|
559 |
"ner":[
|
560 |
"DATETIME",
|
@@ -579,17 +572,17 @@
|
|
579 |
"tok2vec",
|
580 |
"tagger",
|
581 |
"parser",
|
582 |
-
"attribute_ruler",
|
583 |
"lemmatizer",
|
|
|
584 |
"ner"
|
585 |
],
|
586 |
"components":[
|
587 |
"tok2vec",
|
588 |
"tagger",
|
589 |
"parser",
|
|
|
590 |
"senter",
|
591 |
"attribute_ruler",
|
592 |
-
"lemmatizer",
|
593 |
"ner"
|
594 |
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|
595 |
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|
@@ -600,127 +593,127 @@
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|
600 |
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|
@@ -728,9 +721,9 @@
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728 |
"f":0.0
|
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"ccomp":{
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|
733 |
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|
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|
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|
736 |
"p":0.0,
|
@@ -738,64 +731,74 @@
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|
738 |
"f":0.0
|
739 |
},
|
740 |
"iobj":{
|
741 |
-
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|
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|
743 |
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|
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|
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|
746 |
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|
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|
748 |
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|
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|
750 |
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|
751 |
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|
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|
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"f":0.
|
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|
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"csubj":{
|
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|
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|
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796 |
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|
798 |
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|
799 |
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|
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"orphan":{
|
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|
@@ -807,132 +810,133 @@
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|
807 |
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|
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|
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838 |
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|
839 |
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|
840 |
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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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863 |
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|
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868 |
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vocab/strings.json
CHANGED
@@ -1,3 +1,3 @@
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|
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 sha256:50071bf9bf6b19ec96ccf40a1f2a9129101b80c37241e50aafaea966ca6f9b01
|
3 |
+
size 10103986
|