Commit
•
ffff120
1
Parent(s):
37ba657
Update spaCy pipeline
Browse files- .gitattributes +4 -0
- LICENSE +19 -0
- LICENSES_SOURCES +102 -0
- README.md +103 -0
- accuracy.json +327 -0
- attribute_ruler/patterns +0 -0
- config.cfg +265 -0
- en_core_web_md-any-py3-none-any.whl +3 -0
- lemmatizer/lookups/lookups.bin +3 -0
- meta.json +527 -0
- ner/cfg +13 -0
- ner/model +0 -0
- ner/moves +1 -0
- parser/cfg +13 -0
- parser/model +0 -0
- parser/moves +2 -0
- senter/cfg +3 -0
- senter/model +0 -0
- tagger/cfg +53 -0
- tagger/model +0 -0
- tok2vec/cfg +3 -0
- tok2vec/model +0 -0
- tokenizer +3 -0
- vocab/key2row +0 -0
- vocab/lookups.bin +3 -0
- vocab/strings.json +3 -0
- vocab/vectors +3 -0
.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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LICENSE
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Copyright 2021 ExplosionAI GmbH
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Permission is hereby granted, free of charge, to any person obtaining a copy of
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this software and associated documentation files (the "Software"), to deal in
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the Software without restriction, including without limitation the rights to
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use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
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of the Software, and to permit persons to whom the Software is furnished to do
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so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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LICENSES_SOURCES
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# OntoNotes 5
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* Author: Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston
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* URL: https://catalog.ldc.upenn.edu/LDC2013T19
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* License: commercial (licensed by Explosion)
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```
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```
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# ClearNLP Constituent-to-Dependency Conversion
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* Author: Emory University
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* URL: https://github.com/clir/clearnlp-guidelines/blob/master/md/components/dependency_conversion.md
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* License: Citation provided for reference, no code packaged with model
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```
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```
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# WordNet 3.0
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* Author: Princeton University
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* URL: https://wordnet.princeton.edu/
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* License: WordNet 3.0 License
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```
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WordNet Release 3.0
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This software and database is being provided to you, the LICENSEE, by
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Princeton University under the following license. By obtaining, using
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and/or copying this software and database, you agree that you have
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read, understood, and will comply with these terms and conditions.:
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Permission to use, copy, modify and distribute this software and
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database and its documentation for any purpose and without fee or
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royalty is hereby granted, provided that you agree to comply with
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the following copyright notice and statements, including the disclaimer,
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and that the same appear on ALL copies of the software, database and
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documentation, including modifications that you make for internal
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use or for distribution.
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WordNet 3.0 Copyright 2006 by Princeton University. All rights reserved.
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THIS SOFTWARE AND DATABASE IS PROVIDED "AS IS" AND PRINCETON
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UNIVERSITY MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR
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IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, PRINCETON
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UNIVERSITY MAKES NO REPRESENTATIONS OR WARRANTIES OF MERCHANT-
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ABILITY OR FITNESS FOR ANY PARTICULAR PURPOSE OR THAT THE USE
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OF THE LICENSED SOFTWARE, DATABASE OR DOCUMENTATION WILL NOT
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INFRINGE ANY THIRD PARTY PATENTS, COPYRIGHTS, TRADEMARKS OR
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OTHER RIGHTS.
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The name of Princeton University or Princeton may not be used in
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advertising or publicity pertaining to distribution of the software
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and/or database. Title to copyright in this software, database and
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any associated documentation shall at all times remain with
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Princeton University and LICENSEE agrees to preserve same.```
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# GloVe Common Crawl
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* Author: Jeffrey Pennington, Richard Socher, and Christopher D. Manning
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* URL: https://nlp.stanford.edu/projects/glove/
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* License: Public Domain Dedication and License v1.0
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```
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4. Limitations and Disclaimers.
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No trademark or patent rights held by Affirmer are waived, abandoned, surrendered, licensed or otherwise affected by this document.
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Affirmer offers the Work as-is and makes no representations or warranties of any kind concerning the Work, express, implied, statutory or otherwise, including without limitation warranties of title, merchantability, fitness for a particular purpose, non infringement, or the absence of latent or other defects, accuracy, or the present or absence of errors, whether or not discoverable, all to the greatest extent permissible under applicable law.
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README.md
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---
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tags:
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- spacy
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- token-classification
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language:
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- en
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license: MIT
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model-index:
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- name: en_core_web_md
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results:
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- tasks:
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name: NER
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type: token-classification
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metrics:
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- name: Precision
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type: precision
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value: 0.853733758
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- name: Recall
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type: recall
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value: 0.8456530449
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- name: F Score
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type: f_score
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value: 0.8496741892
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- tasks:
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name: POS
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type: token-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9727831973
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- tasks:
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name: SENTER
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type: token-classification
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metrics:
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- name: Precision
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type: precision
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value: 0.9049104721
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- name: Recall
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type: recall
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value: 0.8801372122
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- name: F Score
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type: f_score
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value: 0.8923519379
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- tasks:
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name: UNLABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9186878782
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- tasks:
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name: LABELED_DEPENDENCIES
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type: token-classification
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9186878782
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---
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### Details: https://spacy.io/models/en#en_core_web_md
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English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.
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| Feature | Description |
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| --- | --- |
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| **Name** | `en_core_web_md` |
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| **Version** | `3.1.0` |
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| **spaCy** | `>=3.1.0,<3.2.0` |
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| **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
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| **Components** | `tok2vec`, `tagger`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
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| **Vectors** | 684830 keys, 20000 unique vectors (300 dimensions) |
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| **Sources** | [OntoNotes 5](https://catalog.ldc.upenn.edu/LDC2013T19) (Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston)<br />[ClearNLP Constituent-to-Dependency Conversion](https://github.com/clir/clearnlp-guidelines/blob/master/md/components/dependency_conversion.md) (Emory University)<br />[WordNet 3.0](https://wordnet.princeton.edu/) (Princeton University)<br />[GloVe Common Crawl](https://nlp.stanford.edu/projects/glove/) (Jeffrey Pennington, Richard Socher, and Christopher D. Manning) |
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| **License** | `MIT` |
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| **Author** | [Explosion](https://explosion.ai) |
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### Label Scheme
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<details>
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<summary>View label scheme (114 labels for 4 components)</summary>
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| Component | Labels |
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| --- | --- |
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| 83 |
+
| **`tagger`** | `$`, `''`, `,`, `-LRB-`, `-RRB-`, `.`, `:`, `ADD`, `AFX`, `CC`, `CD`, `DT`, `EX`, `FW`, `HYPH`, `IN`, `JJ`, `JJR`, `JJS`, `LS`, `MD`, `NFP`, `NN`, `NNP`, `NNPS`, `NNS`, `PDT`, `POS`, `PRP`, `PRP$`, `RB`, `RBR`, `RBS`, `RP`, `SYM`, `TO`, `UH`, `VB`, `VBD`, `VBG`, `VBN`, `VBP`, `VBZ`, `WDT`, `WP`, `WP$`, `WRB`, `XX`, ```` |
|
| 84 |
+
| **`parser`** | `ROOT`, `acl`, `acomp`, `advcl`, `advmod`, `agent`, `amod`, `appos`, `attr`, `aux`, `auxpass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `csubj`, `csubjpass`, `dative`, `dep`, `det`, `dobj`, `expl`, `intj`, `mark`, `meta`, `neg`, `nmod`, `npadvmod`, `nsubj`, `nsubjpass`, `nummod`, `oprd`, `parataxis`, `pcomp`, `pobj`, `poss`, `preconj`, `predet`, `prep`, `prt`, `punct`, `quantmod`, `relcl`, `xcomp` |
|
| 85 |
+
| **`senter`** | `I`, `S` |
|
| 86 |
+
| **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
|
| 87 |
+
|
| 88 |
+
</details>
|
| 89 |
+
|
| 90 |
+
### Accuracy
|
| 91 |
+
|
| 92 |
+
| Type | Score |
|
| 93 |
+
| --- | --- |
|
| 94 |
+
| `TOKEN_ACC` | 99.93 |
|
| 95 |
+
| `TAG_ACC` | 97.28 |
|
| 96 |
+
| `DEP_UAS` | 91.87 |
|
| 97 |
+
| `DEP_LAS` | 90.05 |
|
| 98 |
+
| `ENTS_P` | 85.37 |
|
| 99 |
+
| `ENTS_R` | 84.57 |
|
| 100 |
+
| `ENTS_F` | 84.97 |
|
| 101 |
+
| `SENTS_P` | 90.49 |
|
| 102 |
+
| `SENTS_R` | 88.01 |
|
| 103 |
+
| `SENTS_F` | 89.24 |
|
accuracy.json
ADDED
|
@@ -0,0 +1,327 @@
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|
|
|
| 1 |
+
{
|
| 2 |
+
"token_acc": 0.9993053983,
|
| 3 |
+
"tag_acc": 0.9727831973,
|
| 4 |
+
"dep_uas": 0.9186878782,
|
| 5 |
+
"dep_las": 0.9005160534,
|
| 6 |
+
"ents_p": 0.853733758,
|
| 7 |
+
"ents_r": 0.8456530449,
|
| 8 |
+
"ents_f": 0.8496741892,
|
| 9 |
+
"sents_p": 0.9049104721,
|
| 10 |
+
"sents_r": 0.8801372122,
|
| 11 |
+
"sents_f": 0.8923519379,
|
| 12 |
+
"speed": 9590.7931710533,
|
| 13 |
+
"dep_las_per_type": {
|
| 14 |
+
"prep": {
|
| 15 |
+
"p": 0.8555038992,
|
| 16 |
+
"r": 0.865793967,
|
| 17 |
+
"f": 0.8606181756
|
| 18 |
+
},
|
| 19 |
+
"det": {
|
| 20 |
+
"p": 0.9787355385,
|
| 21 |
+
"r": 0.9796134714,
|
| 22 |
+
"f": 0.9791743082
|
| 23 |
+
},
|
| 24 |
+
"pobj": {
|
| 25 |
+
"p": 0.9604187748,
|
| 26 |
+
"r": 0.9690555665,
|
| 27 |
+
"f": 0.9647178405
|
| 28 |
+
},
|
| 29 |
+
"nsubj": {
|
| 30 |
+
"p": 0.9590076472,
|
| 31 |
+
"r": 0.9450164294,
|
| 32 |
+
"f": 0.9519606329
|
| 33 |
+
},
|
| 34 |
+
"aux": {
|
| 35 |
+
"p": 0.9815061794,
|
| 36 |
+
"r": 0.9827294578,
|
| 37 |
+
"f": 0.9821174377
|
| 38 |
+
},
|
| 39 |
+
"advmod": {
|
| 40 |
+
"p": 0.8544032299,
|
| 41 |
+
"r": 0.8546188794,
|
| 42 |
+
"f": 0.854511041
|
| 43 |
+
},
|
| 44 |
+
"relcl": {
|
| 45 |
+
"p": 0.762561925,
|
| 46 |
+
"r": 0.7819303338,
|
| 47 |
+
"f": 0.7721246865
|
| 48 |
+
},
|
| 49 |
+
"root": {
|
| 50 |
+
"p": 0.9166100774,
|
| 51 |
+
"r": 0.8904281285,
|
| 52 |
+
"f": 0.9033294295
|
| 53 |
+
},
|
| 54 |
+
"xcomp": {
|
| 55 |
+
"p": 0.8850493653,
|
| 56 |
+
"r": 0.9009332376,
|
| 57 |
+
"f": 0.8929206688
|
| 58 |
+
},
|
| 59 |
+
"amod": {
|
| 60 |
+
"p": 0.9191229098,
|
| 61 |
+
"r": 0.9151927438,
|
| 62 |
+
"f": 0.9171536164
|
| 63 |
+
},
|
| 64 |
+
"compound": {
|
| 65 |
+
"p": 0.9215718695,
|
| 66 |
+
"r": 0.9312207619,
|
| 67 |
+
"f": 0.9263711911
|
| 68 |
+
},
|
| 69 |
+
"poss": {
|
| 70 |
+
"p": 0.976056338,
|
| 71 |
+
"r": 0.9764492754,
|
| 72 |
+
"f": 0.9762527672
|
| 73 |
+
},
|
| 74 |
+
"ccomp": {
|
| 75 |
+
"p": 0.7681402723,
|
| 76 |
+
"r": 0.8386965377,
|
| 77 |
+
"f": 0.8018693409
|
| 78 |
+
},
|
| 79 |
+
"attr": {
|
| 80 |
+
"p": 0.9009700889,
|
| 81 |
+
"r": 0.9373423045,
|
| 82 |
+
"f": 0.9187963726
|
| 83 |
+
},
|
| 84 |
+
"case": {
|
| 85 |
+
"p": 0.9787654321,
|
| 86 |
+
"r": 0.991991992,
|
| 87 |
+
"f": 0.9853343276
|
| 88 |
+
},
|
| 89 |
+
"mark": {
|
| 90 |
+
"p": 0.9043708609,
|
| 91 |
+
"r": 0.9046104928,
|
| 92 |
+
"f": 0.904490661
|
| 93 |
+
},
|
| 94 |
+
"intj": {
|
| 95 |
+
"p": 0.6716891356,
|
| 96 |
+
"r": 0.6205128205,
|
| 97 |
+
"f": 0.6450875857
|
| 98 |
+
},
|
| 99 |
+
"advcl": {
|
| 100 |
+
"p": 0.668953252,
|
| 101 |
+
"r": 0.6630571644,
|
| 102 |
+
"f": 0.6659921588
|
| 103 |
+
},
|
| 104 |
+
"cc": {
|
| 105 |
+
"p": 0.8354582632,
|
| 106 |
+
"r": 0.8307618706,
|
| 107 |
+
"f": 0.8331034483
|
| 108 |
+
},
|
| 109 |
+
"neg": {
|
| 110 |
+
"p": 0.9481296758,
|
| 111 |
+
"r": 0.9538384345,
|
| 112 |
+
"f": 0.9509754877
|
| 113 |
+
},
|
| 114 |
+
"conj": {
|
| 115 |
+
"p": 0.763488544,
|
| 116 |
+
"r": 0.7802114804,
|
| 117 |
+
"f": 0.7717594322
|
| 118 |
+
},
|
| 119 |
+
"nsubjpass": {
|
| 120 |
+
"p": 0.923991727,
|
| 121 |
+
"r": 0.9164102564,
|
| 122 |
+
"f": 0.9201853759
|
| 123 |
+
},
|
| 124 |
+
"auxpass": {
|
| 125 |
+
"p": 0.9489342806,
|
| 126 |
+
"r": 0.9735763098,
|
| 127 |
+
"f": 0.961097369
|
| 128 |
+
},
|
| 129 |
+
"dobj": {
|
| 130 |
+
"p": 0.9222507588,
|
| 131 |
+
"r": 0.9442983505,
|
| 132 |
+
"f": 0.9331443421
|
| 133 |
+
},
|
| 134 |
+
"nummod": {
|
| 135 |
+
"p": 0.9328073301,
|
| 136 |
+
"r": 0.9255050505,
|
| 137 |
+
"f": 0.9291418431
|
| 138 |
+
},
|
| 139 |
+
"npadvmod": {
|
| 140 |
+
"p": 0.7844106464,
|
| 141 |
+
"r": 0.7328596803,
|
| 142 |
+
"f": 0.7577594123
|
| 143 |
+
},
|
| 144 |
+
"prt": {
|
| 145 |
+
"p": 0.816072908,
|
| 146 |
+
"r": 0.8826164875,
|
| 147 |
+
"f": 0.8480413259
|
| 148 |
+
},
|
| 149 |
+
"pcomp": {
|
| 150 |
+
"p": 0.8836720392,
|
| 151 |
+
"r": 0.8830532213,
|
| 152 |
+
"f": 0.8833625219
|
| 153 |
+
},
|
| 154 |
+
"expl": {
|
| 155 |
+
"p": 0.9809322034,
|
| 156 |
+
"r": 0.9914346895,
|
| 157 |
+
"f": 0.9861554846
|
| 158 |
+
},
|
| 159 |
+
"acl": {
|
| 160 |
+
"p": 0.7393586006,
|
| 161 |
+
"r": 0.6917621386,
|
| 162 |
+
"f": 0.7147688839
|
| 163 |
+
},
|
| 164 |
+
"agent": {
|
| 165 |
+
"p": 0.9043478261,
|
| 166 |
+
"r": 0.9318996416,
|
| 167 |
+
"f": 0.9179170344
|
| 168 |
+
},
|
| 169 |
+
"dative": {
|
| 170 |
+
"p": 0.7763496144,
|
| 171 |
+
"r": 0.6926605505,
|
| 172 |
+
"f": 0.7321212121
|
| 173 |
+
},
|
| 174 |
+
"acomp": {
|
| 175 |
+
"p": 0.9131627057,
|
| 176 |
+
"r": 0.906122449,
|
| 177 |
+
"f": 0.9096289552
|
| 178 |
+
},
|
| 179 |
+
"dep": {
|
| 180 |
+
"p": 0.3927125506,
|
| 181 |
+
"r": 0.1574675325,
|
| 182 |
+
"f": 0.224797219
|
| 183 |
+
},
|
| 184 |
+
"csubj": {
|
| 185 |
+
"p": 0.6436781609,
|
| 186 |
+
"r": 0.6627218935,
|
| 187 |
+
"f": 0.6530612245
|
| 188 |
+
},
|
| 189 |
+
"quantmod": {
|
| 190 |
+
"p": 0.8633093525,
|
| 191 |
+
"r": 0.7798537774,
|
| 192 |
+
"f": 0.8194622279
|
| 193 |
+
},
|
| 194 |
+
"nmod": {
|
| 195 |
+
"p": 0.7863599014,
|
| 196 |
+
"r": 0.5831809872,
|
| 197 |
+
"f": 0.6696990903
|
| 198 |
+
},
|
| 199 |
+
"appos": {
|
| 200 |
+
"p": 0.6757117438,
|
| 201 |
+
"r": 0.6590021692,
|
| 202 |
+
"f": 0.6672523611
|
| 203 |
+
},
|
| 204 |
+
"predet": {
|
| 205 |
+
"p": 0.8582995951,
|
| 206 |
+
"r": 0.9098712446,
|
| 207 |
+
"f": 0.8833333333
|
| 208 |
+
},
|
| 209 |
+
"preconj": {
|
| 210 |
+
"p": 0.5333333333,
|
| 211 |
+
"r": 0.6511627907,
|
| 212 |
+
"f": 0.5863874346
|
| 213 |
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},
|
| 214 |
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"oprd": {
|
| 215 |
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"p": 0.8266666667,
|
| 216 |
+
"r": 0.7402985075,
|
| 217 |
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"f": 0.7811023622
|
| 218 |
+
},
|
| 219 |
+
"parataxis": {
|
| 220 |
+
"p": 0.6164383562,
|
| 221 |
+
"r": 0.4880694143,
|
| 222 |
+
"f": 0.5447941889
|
| 223 |
+
},
|
| 224 |
+
"meta": {
|
| 225 |
+
"p": 0.9047619048,
|
| 226 |
+
"r": 0.3653846154,
|
| 227 |
+
"f": 0.5205479452
|
| 228 |
+
},
|
| 229 |
+
"csubjpass": {
|
| 230 |
+
"p": 0.625,
|
| 231 |
+
"r": 0.8333333333,
|
| 232 |
+
"f": 0.7142857143
|
| 233 |
+
}
|
| 234 |
+
},
|
| 235 |
+
"ents_per_type": {
|
| 236 |
+
"DATE": {
|
| 237 |
+
"p": 0.8675308252,
|
| 238 |
+
"r": 0.8711111111,
|
| 239 |
+
"f": 0.8693172818
|
| 240 |
+
},
|
| 241 |
+
"GPE": {
|
| 242 |
+
"p": 0.9202037351,
|
| 243 |
+
"r": 0.9071129707,
|
| 244 |
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"f": 0.9136114623
|
| 245 |
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},
|
| 246 |
+
"ORDINAL": {
|
| 247 |
+
"p": 0.7936962751,
|
| 248 |
+
"r": 0.8602484472,
|
| 249 |
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"f": 0.825633383
|
| 250 |
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},
|
| 251 |
+
"ORG": {
|
| 252 |
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"p": 0.8129760967,
|
| 253 |
+
"r": 0.8205196182,
|
| 254 |
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"f": 0.8167304394
|
| 255 |
+
},
|
| 256 |
+
"QUANTITY": {
|
| 257 |
+
"p": 0.8082191781,
|
| 258 |
+
"r": 0.6483516484,
|
| 259 |
+
"f": 0.7195121951
|
| 260 |
+
},
|
| 261 |
+
"LOC": {
|
| 262 |
+
"p": 0.6907216495,
|
| 263 |
+
"r": 0.6401273885,
|
| 264 |
+
"f": 0.6644628099
|
| 265 |
+
},
|
| 266 |
+
"CARDINAL": {
|
| 267 |
+
"p": 0.8169897377,
|
| 268 |
+
"r": 0.8519619501,
|
| 269 |
+
"f": 0.8341094296
|
| 270 |
+
},
|
| 271 |
+
"PERSON": {
|
| 272 |
+
"p": 0.8785310734,
|
| 273 |
+
"r": 0.9135117493,
|
| 274 |
+
"f": 0.89568
|
| 275 |
+
},
|
| 276 |
+
"NORP": {
|
| 277 |
+
"p": 0.9040322581,
|
| 278 |
+
"r": 0.8968,
|
| 279 |
+
"f": 0.9004016064
|
| 280 |
+
},
|
| 281 |
+
"PRODUCT": {
|
| 282 |
+
"p": 0.6276595745,
|
| 283 |
+
"r": 0.2796208531,
|
| 284 |
+
"f": 0.3868852459
|
| 285 |
+
},
|
| 286 |
+
"FAC": {
|
| 287 |
+
"p": 0.4297520661,
|
| 288 |
+
"r": 0.4,
|
| 289 |
+
"f": 0.4143426295
|
| 290 |
+
},
|
| 291 |
+
"MONEY": {
|
| 292 |
+
"p": 0.9168674699,
|
| 293 |
+
"r": 0.8984651712,
|
| 294 |
+
"f": 0.9075730471
|
| 295 |
+
},
|
| 296 |
+
"TIME": {
|
| 297 |
+
"p": 0.7267267267,
|
| 298 |
+
"r": 0.7076023392,
|
| 299 |
+
"f": 0.717037037
|
| 300 |
+
},
|
| 301 |
+
"WORK_OF_ART": {
|
| 302 |
+
"p": 0.4122137405,
|
| 303 |
+
"r": 0.2783505155,
|
| 304 |
+
"f": 0.3323076923
|
| 305 |
+
},
|
| 306 |
+
"EVENT": {
|
| 307 |
+
"p": 0.6162790698,
|
| 308 |
+
"r": 0.3045977011,
|
| 309 |
+
"f": 0.4076923077
|
| 310 |
+
},
|
| 311 |
+
"LAW": {
|
| 312 |
+
"p": 0.4655172414,
|
| 313 |
+
"r": 0.421875,
|
| 314 |
+
"f": 0.4426229508
|
| 315 |
+
},
|
| 316 |
+
"PERCENT": {
|
| 317 |
+
"p": 0.9189189189,
|
| 318 |
+
"r": 0.8851454824,
|
| 319 |
+
"f": 0.9017160686
|
| 320 |
+
},
|
| 321 |
+
"LANGUAGE": {
|
| 322 |
+
"p": 0.7407407407,
|
| 323 |
+
"r": 0.625,
|
| 324 |
+
"f": 0.6779661017
|
| 325 |
+
}
|
| 326 |
+
}
|
| 327 |
+
}
|
attribute_ruler/patterns
ADDED
|
Binary file (16 kB). View file
|
config.cfg
ADDED
|
@@ -0,0 +1,265 @@
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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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[paths]
|
| 2 |
+
train = "corpus/en-core-web/train.spacy"
|
| 3 |
+
dev = "corpus/en-core-web/dev.spacy"
|
| 4 |
+
vectors = "corpus/en_vectors"
|
| 5 |
+
raw = null
|
| 6 |
+
init_tok2vec = null
|
| 7 |
+
vocab_data = null
|
| 8 |
+
|
| 9 |
+
[system]
|
| 10 |
+
gpu_allocator = null
|
| 11 |
+
seed = 0
|
| 12 |
+
|
| 13 |
+
[nlp]
|
| 14 |
+
lang = "en"
|
| 15 |
+
pipeline = ["tok2vec","tagger","parser","senter","attribute_ruler","lemmatizer","ner"]
|
| 16 |
+
disabled = ["senter"]
|
| 17 |
+
before_creation = null
|
| 18 |
+
after_creation = null
|
| 19 |
+
after_pipeline_creation = null
|
| 20 |
+
batch_size = 256
|
| 21 |
+
tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
|
| 22 |
+
|
| 23 |
+
[components]
|
| 24 |
+
|
| 25 |
+
[components.attribute_ruler]
|
| 26 |
+
factory = "attribute_ruler"
|
| 27 |
+
validate = false
|
| 28 |
+
|
| 29 |
+
[components.lemmatizer]
|
| 30 |
+
factory = "lemmatizer"
|
| 31 |
+
mode = "rule"
|
| 32 |
+
model = null
|
| 33 |
+
overwrite = false
|
| 34 |
+
|
| 35 |
+
[components.ner]
|
| 36 |
+
factory = "ner"
|
| 37 |
+
incorrect_spans_key = null
|
| 38 |
+
moves = null
|
| 39 |
+
update_with_oracle_cut_size = 100
|
| 40 |
+
|
| 41 |
+
[components.ner.model]
|
| 42 |
+
@architectures = "spacy.TransitionBasedParser.v2"
|
| 43 |
+
state_type = "ner"
|
| 44 |
+
extra_state_tokens = false
|
| 45 |
+
hidden_width = 64
|
| 46 |
+
maxout_pieces = 2
|
| 47 |
+
use_upper = true
|
| 48 |
+
nO = null
|
| 49 |
+
|
| 50 |
+
[components.ner.model.tok2vec]
|
| 51 |
+
@architectures = "spacy.Tok2Vec.v2"
|
| 52 |
+
|
| 53 |
+
[components.ner.model.tok2vec.embed]
|
| 54 |
+
@architectures = "spacy.MultiHashEmbed.v2"
|
| 55 |
+
width = 96
|
| 56 |
+
attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
|
| 57 |
+
rows = [5000,2500,2500,2500]
|
| 58 |
+
include_static_vectors = true
|
| 59 |
+
|
| 60 |
+
[components.ner.model.tok2vec.encode]
|
| 61 |
+
@architectures = "spacy.MaxoutWindowEncoder.v2"
|
| 62 |
+
width = 96
|
| 63 |
+
depth = 4
|
| 64 |
+
window_size = 1
|
| 65 |
+
maxout_pieces = 3
|
| 66 |
+
|
| 67 |
+
[components.parser]
|
| 68 |
+
factory = "parser"
|
| 69 |
+
learn_tokens = false
|
| 70 |
+
min_action_freq = 30
|
| 71 |
+
moves = null
|
| 72 |
+
update_with_oracle_cut_size = 100
|
| 73 |
+
|
| 74 |
+
[components.parser.model]
|
| 75 |
+
@architectures = "spacy.TransitionBasedParser.v2"
|
| 76 |
+
state_type = "parser"
|
| 77 |
+
extra_state_tokens = false
|
| 78 |
+
hidden_width = 64
|
| 79 |
+
maxout_pieces = 2
|
| 80 |
+
use_upper = true
|
| 81 |
+
nO = null
|
| 82 |
+
|
| 83 |
+
[components.parser.model.tok2vec]
|
| 84 |
+
@architectures = "spacy.Tok2VecListener.v1"
|
| 85 |
+
width = ${components.tok2vec.model.encode:width}
|
| 86 |
+
upstream = "tok2vec"
|
| 87 |
+
|
| 88 |
+
[components.senter]
|
| 89 |
+
factory = "senter"
|
| 90 |
+
|
| 91 |
+
[components.senter.model]
|
| 92 |
+
@architectures = "spacy.Tagger.v1"
|
| 93 |
+
nO = null
|
| 94 |
+
|
| 95 |
+
[components.senter.model.tok2vec]
|
| 96 |
+
@architectures = "spacy.Tok2Vec.v2"
|
| 97 |
+
|
| 98 |
+
[components.senter.model.tok2vec.embed]
|
| 99 |
+
@architectures = "spacy.MultiHashEmbed.v2"
|
| 100 |
+
width = 16
|
| 101 |
+
attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
|
| 102 |
+
rows = [1000,500,500,500]
|
| 103 |
+
include_static_vectors = true
|
| 104 |
+
|
| 105 |
+
[components.senter.model.tok2vec.encode]
|
| 106 |
+
@architectures = "spacy.MaxoutWindowEncoder.v2"
|
| 107 |
+
width = 16
|
| 108 |
+
depth = 2
|
| 109 |
+
window_size = 1
|
| 110 |
+
maxout_pieces = 2
|
| 111 |
+
|
| 112 |
+
[components.tagger]
|
| 113 |
+
factory = "tagger"
|
| 114 |
+
|
| 115 |
+
[components.tagger.model]
|
| 116 |
+
@architectures = "spacy.Tagger.v1"
|
| 117 |
+
nO = null
|
| 118 |
+
|
| 119 |
+
[components.tagger.model.tok2vec]
|
| 120 |
+
@architectures = "spacy.Tok2VecListener.v1"
|
| 121 |
+
width = ${components.tok2vec.model.encode:width}
|
| 122 |
+
upstream = "tok2vec"
|
| 123 |
+
|
| 124 |
+
[components.tok2vec]
|
| 125 |
+
factory = "tok2vec"
|
| 126 |
+
|
| 127 |
+
[components.tok2vec.model]
|
| 128 |
+
@architectures = "spacy.Tok2Vec.v2"
|
| 129 |
+
|
| 130 |
+
[components.tok2vec.model.embed]
|
| 131 |
+
@architectures = "spacy.MultiHashEmbed.v2"
|
| 132 |
+
width = ${components.tok2vec.model.encode:width}
|
| 133 |
+
attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
|
| 134 |
+
rows = [5000,2500,2500,2500]
|
| 135 |
+
include_static_vectors = true
|
| 136 |
+
|
| 137 |
+
[components.tok2vec.model.encode]
|
| 138 |
+
@architectures = "spacy.MaxoutWindowEncoder.v2"
|
| 139 |
+
width = 96
|
| 140 |
+
depth = 4
|
| 141 |
+
window_size = 1
|
| 142 |
+
maxout_pieces = 3
|
| 143 |
+
|
| 144 |
+
[corpora]
|
| 145 |
+
|
| 146 |
+
[corpora.dev]
|
| 147 |
+
@readers = "spacy.Corpus.v1"
|
| 148 |
+
limit = 0
|
| 149 |
+
max_length = 0
|
| 150 |
+
path = ${paths:dev}
|
| 151 |
+
gold_preproc = false
|
| 152 |
+
augmenter = null
|
| 153 |
+
|
| 154 |
+
[corpora.train]
|
| 155 |
+
@readers = "spacy.Corpus.v1"
|
| 156 |
+
path = ${paths:train}
|
| 157 |
+
max_length = 5000
|
| 158 |
+
gold_preproc = false
|
| 159 |
+
limit = 0
|
| 160 |
+
|
| 161 |
+
[corpora.train.augmenter]
|
| 162 |
+
@augmenters = "spacy.orth_variants.v1"
|
| 163 |
+
level = 0.2
|
| 164 |
+
lower = 0.5
|
| 165 |
+
|
| 166 |
+
[corpora.train.augmenter.orth_variants]
|
| 167 |
+
@readers = "srsly.read_json.v1"
|
| 168 |
+
path = "assets/orth_variants.json"
|
| 169 |
+
|
| 170 |
+
[training]
|
| 171 |
+
train_corpus = "corpora.train"
|
| 172 |
+
dev_corpus = "corpora.dev"
|
| 173 |
+
seed = ${system:seed}
|
| 174 |
+
gpu_allocator = ${system:gpu_allocator}
|
| 175 |
+
dropout = 0.1
|
| 176 |
+
accumulate_gradient = 1
|
| 177 |
+
patience = 5000
|
| 178 |
+
max_epochs = 0
|
| 179 |
+
max_steps = 0
|
| 180 |
+
eval_frequency = 1000
|
| 181 |
+
frozen_components = []
|
| 182 |
+
before_to_disk = null
|
| 183 |
+
annotating_components = []
|
| 184 |
+
|
| 185 |
+
[training.batcher]
|
| 186 |
+
@batchers = "spacy.batch_by_words.v1"
|
| 187 |
+
discard_oversize = false
|
| 188 |
+
tolerance = 0.2
|
| 189 |
+
get_length = null
|
| 190 |
+
|
| 191 |
+
[training.batcher.size]
|
| 192 |
+
@schedules = "compounding.v1"
|
| 193 |
+
start = 100
|
| 194 |
+
stop = 1000
|
| 195 |
+
compound = 1.001
|
| 196 |
+
t = 0.0
|
| 197 |
+
|
| 198 |
+
[training.logger]
|
| 199 |
+
@loggers = "spacy.WandbLogger.v1"
|
| 200 |
+
project_name = "spacy-v3.0.0a2"
|
| 201 |
+
remove_config_values = []
|
| 202 |
+
|
| 203 |
+
[training.optimizer]
|
| 204 |
+
@optimizers = "Adam.v1"
|
| 205 |
+
beta1 = 0.9
|
| 206 |
+
beta2 = 0.999
|
| 207 |
+
L2_is_weight_decay = true
|
| 208 |
+
L2 = 0.01
|
| 209 |
+
grad_clip = 1.0
|
| 210 |
+
use_averages = true
|
| 211 |
+
eps = 0.00000001
|
| 212 |
+
learn_rate = 0.001
|
| 213 |
+
|
| 214 |
+
[training.score_weights]
|
| 215 |
+
tag_acc = 0.16
|
| 216 |
+
dep_uas = 0.0
|
| 217 |
+
dep_las = 0.16
|
| 218 |
+
dep_las_per_type = null
|
| 219 |
+
sents_p = null
|
| 220 |
+
sents_r = null
|
| 221 |
+
sents_f = 0.02
|
| 222 |
+
lemma_acc = 0.33
|
| 223 |
+
ents_f = 0.33
|
| 224 |
+
ents_p = 0.0
|
| 225 |
+
ents_r = 0.0
|
| 226 |
+
ents_per_type = null
|
| 227 |
+
|
| 228 |
+
[pretraining]
|
| 229 |
+
|
| 230 |
+
[initialize]
|
| 231 |
+
vocab_data = ${paths.vocab_data}
|
| 232 |
+
vectors = ${paths.vectors}
|
| 233 |
+
init_tok2vec = ${paths.init_tok2vec}
|
| 234 |
+
before_init = null
|
| 235 |
+
after_init = null
|
| 236 |
+
|
| 237 |
+
[initialize.components]
|
| 238 |
+
|
| 239 |
+
[initialize.components.ner]
|
| 240 |
+
|
| 241 |
+
[initialize.components.ner.labels]
|
| 242 |
+
@readers = "spacy.read_labels.v1"
|
| 243 |
+
path = "corpus/labels/ner.json"
|
| 244 |
+
require = false
|
| 245 |
+
|
| 246 |
+
[initialize.components.parser]
|
| 247 |
+
|
| 248 |
+
[initialize.components.parser.labels]
|
| 249 |
+
@readers = "spacy.read_labels.v1"
|
| 250 |
+
path = "corpus/labels/parser.json"
|
| 251 |
+
require = false
|
| 252 |
+
|
| 253 |
+
[initialize.components.tagger]
|
| 254 |
+
|
| 255 |
+
[initialize.components.tagger.labels]
|
| 256 |
+
@readers = "spacy.read_labels.v1"
|
| 257 |
+
path = "corpus/labels/tagger.json"
|
| 258 |
+
require = false
|
| 259 |
+
|
| 260 |
+
[initialize.lookups]
|
| 261 |
+
@misc = "spacy.LookupsDataLoader.v1"
|
| 262 |
+
lang = ${nlp.lang}
|
| 263 |
+
tables = ["lexeme_norm"]
|
| 264 |
+
|
| 265 |
+
[initialize.tokenizer]
|
en_core_web_md-any-py3-none-any.whl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:45971f672a6312d493c0703dc4deeddde6e4f81ba98b626c8abf67b4bef720c7
|
| 3 |
+
size 45386139
|
lemmatizer/lookups/lookups.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:eb64f40c0f8396d1762730c0ddf4dad2a52d138f5a389f71a1a1d088173b7737
|
| 3 |
+
size 972893
|
meta.json
ADDED
|
@@ -0,0 +1,527 @@
|
|
|
|
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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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|
|
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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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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"lang":"en",
|
| 3 |
+
"name":"core_web_md",
|
| 4 |
+
"version":"3.1.0",
|
| 5 |
+
"description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.",
|
| 6 |
+
"author":"Explosion",
|
| 7 |
+
"email":"contact@explosion.ai",
|
| 8 |
+
"url":"https://explosion.ai",
|
| 9 |
+
"license":"MIT",
|
| 10 |
+
"spacy_version":">=3.1.0,<3.2.0",
|
| 11 |
+
"spacy_git_version":"caba63b74",
|
| 12 |
+
"vectors":{
|
| 13 |
+
"width":300,
|
| 14 |
+
"vectors":20000,
|
| 15 |
+
"keys":684830,
|
| 16 |
+
"name":"en_vectors"
|
| 17 |
+
},
|
| 18 |
+
"labels":{
|
| 19 |
+
"tok2vec":[
|
| 20 |
+
|
| 21 |
+
],
|
| 22 |
+
"tagger":[
|
| 23 |
+
"$",
|
| 24 |
+
"''",
|
| 25 |
+
",",
|
| 26 |
+
"-LRB-",
|
| 27 |
+
"-RRB-",
|
| 28 |
+
".",
|
| 29 |
+
":",
|
| 30 |
+
"ADD",
|
| 31 |
+
"AFX",
|
| 32 |
+
"CC",
|
| 33 |
+
"CD",
|
| 34 |
+
"DT",
|
| 35 |
+
"EX",
|
| 36 |
+
"FW",
|
| 37 |
+
"HYPH",
|
| 38 |
+
"IN",
|
| 39 |
+
"JJ",
|
| 40 |
+
"JJR",
|
| 41 |
+
"JJS",
|
| 42 |
+
"LS",
|
| 43 |
+
"MD",
|
| 44 |
+
"NFP",
|
| 45 |
+
"NN",
|
| 46 |
+
"NNP",
|
| 47 |
+
"NNPS",
|
| 48 |
+
"NNS",
|
| 49 |
+
"PDT",
|
| 50 |
+
"POS",
|
| 51 |
+
"PRP",
|
| 52 |
+
"PRP$",
|
| 53 |
+
"RB",
|
| 54 |
+
"RBR",
|
| 55 |
+
"RBS",
|
| 56 |
+
"RP",
|
| 57 |
+
"SYM",
|
| 58 |
+
"TO",
|
| 59 |
+
"UH",
|
| 60 |
+
"VB",
|
| 61 |
+
"VBD",
|
| 62 |
+
"VBG",
|
| 63 |
+
"VBN",
|
| 64 |
+
"VBP",
|
| 65 |
+
"VBZ",
|
| 66 |
+
"WDT",
|
| 67 |
+
"WP",
|
| 68 |
+
"WP$",
|
| 69 |
+
"WRB",
|
| 70 |
+
"XX",
|
| 71 |
+
"``"
|
| 72 |
+
],
|
| 73 |
+
"parser":[
|
| 74 |
+
"ROOT",
|
| 75 |
+
"acl",
|
| 76 |
+
"acomp",
|
| 77 |
+
"advcl",
|
| 78 |
+
"advmod",
|
| 79 |
+
"agent",
|
| 80 |
+
"amod",
|
| 81 |
+
"appos",
|
| 82 |
+
"attr",
|
| 83 |
+
"aux",
|
| 84 |
+
"auxpass",
|
| 85 |
+
"case",
|
| 86 |
+
"cc",
|
| 87 |
+
"ccomp",
|
| 88 |
+
"compound",
|
| 89 |
+
"conj",
|
| 90 |
+
"csubj",
|
| 91 |
+
"csubjpass",
|
| 92 |
+
"dative",
|
| 93 |
+
"dep",
|
| 94 |
+
"det",
|
| 95 |
+
"dobj",
|
| 96 |
+
"expl",
|
| 97 |
+
"intj",
|
| 98 |
+
"mark",
|
| 99 |
+
"meta",
|
| 100 |
+
"neg",
|
| 101 |
+
"nmod",
|
| 102 |
+
"npadvmod",
|
| 103 |
+
"nsubj",
|
| 104 |
+
"nsubjpass",
|
| 105 |
+
"nummod",
|
| 106 |
+
"oprd",
|
| 107 |
+
"parataxis",
|
| 108 |
+
"pcomp",
|
| 109 |
+
"pobj",
|
| 110 |
+
"poss",
|
| 111 |
+
"preconj",
|
| 112 |
+
"predet",
|
| 113 |
+
"prep",
|
| 114 |
+
"prt",
|
| 115 |
+
"punct",
|
| 116 |
+
"quantmod",
|
| 117 |
+
"relcl",
|
| 118 |
+
"xcomp"
|
| 119 |
+
],
|
| 120 |
+
"senter":[
|
| 121 |
+
"I",
|
| 122 |
+
"S"
|
| 123 |
+
],
|
| 124 |
+
"attribute_ruler":[
|
| 125 |
+
|
| 126 |
+
],
|
| 127 |
+
"lemmatizer":[
|
| 128 |
+
|
| 129 |
+
],
|
| 130 |
+
"ner":[
|
| 131 |
+
"CARDINAL",
|
| 132 |
+
"DATE",
|
| 133 |
+
"EVENT",
|
| 134 |
+
"FAC",
|
| 135 |
+
"GPE",
|
| 136 |
+
"LANGUAGE",
|
| 137 |
+
"LAW",
|
| 138 |
+
"LOC",
|
| 139 |
+
"MONEY",
|
| 140 |
+
"NORP",
|
| 141 |
+
"ORDINAL",
|
| 142 |
+
"ORG",
|
| 143 |
+
"PERCENT",
|
| 144 |
+
"PERSON",
|
| 145 |
+
"PRODUCT",
|
| 146 |
+
"QUANTITY",
|
| 147 |
+
"TIME",
|
| 148 |
+
"WORK_OF_ART"
|
| 149 |
+
]
|
| 150 |
+
},
|
| 151 |
+
"pipeline":[
|
| 152 |
+
"tok2vec",
|
| 153 |
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"tagger",
|
| 154 |
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"parser",
|
| 155 |
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"attribute_ruler",
|
| 156 |
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"lemmatizer",
|
| 157 |
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"ner"
|
| 158 |
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],
|
| 159 |
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"components":[
|
| 160 |
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"tok2vec",
|
| 161 |
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"tagger",
|
| 162 |
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"parser",
|
| 163 |
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"senter",
|
| 164 |
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"attribute_ruler",
|
| 165 |
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"lemmatizer",
|
| 166 |
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"ner"
|
| 167 |
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],
|
| 168 |
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"disabled":[
|
| 169 |
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"senter"
|
| 170 |
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],
|
| 171 |
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"performance":{
|
| 172 |
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|
| 173 |
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| 174 |
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| 181 |
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| 182 |
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| 183 |
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| 184 |
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| 185 |
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| 186 |
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| 187 |
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| 188 |
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| 189 |
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| 225 |
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| 226 |
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| 228 |
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| 229 |
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| 233 |
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| 234 |
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| 240 |
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| 242 |
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| 243 |
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| 254 |
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| 268 |
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| 278 |
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| 283 |
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| 284 |
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| 286 |
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| 293 |
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| 323 |
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| 324 |
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| 356 |
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| 358 |
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| 368 |
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| 369 |
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| 371 |
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| 372 |
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| 373 |
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| 374 |
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| 376 |
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| 377 |
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| 378 |
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| 379 |
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| 381 |
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| 383 |
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| 384 |
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| 386 |
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| 387 |
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| 388 |
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| 389 |
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| 391 |
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| 392 |
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| 393 |
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| 394 |
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| 396 |
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| 397 |
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| 398 |
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| 399 |
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| 400 |
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"p":0.625,
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| 401 |
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|
| 402 |
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"f":0.7142857143
|
| 403 |
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}
|
| 404 |
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},
|
| 405 |
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"ents_per_type":{
|
| 406 |
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"DATE":{
|
| 407 |
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|
| 408 |
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|
| 409 |
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| 410 |
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},
|
| 411 |
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"GPE":{
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| 412 |
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|
| 413 |
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|
| 414 |
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| 415 |
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},
|
| 416 |
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"ORDINAL":{
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| 417 |
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"p":0.7936962751,
|
| 418 |
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|
| 419 |
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| 420 |
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},
|
| 421 |
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"ORG":{
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| 422 |
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|
| 423 |
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|
| 424 |
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| 425 |
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},
|
| 426 |
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"QUANTITY":{
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| 427 |
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"p":0.8082191781,
|
| 428 |
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|
| 429 |
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|
| 430 |
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},
|
| 431 |
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"LOC":{
|
| 432 |
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"p":0.6907216495,
|
| 433 |
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|
| 434 |
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"f":0.6644628099
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| 435 |
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},
|
| 436 |
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"CARDINAL":{
|
| 437 |
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"p":0.8169897377,
|
| 438 |
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"r":0.8519619501,
|
| 439 |
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"f":0.8341094296
|
| 440 |
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},
|
| 441 |
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"PERSON":{
|
| 442 |
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|
| 443 |
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|
| 444 |
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| 445 |
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},
|
| 446 |
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"NORP":{
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| 447 |
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"p":0.9040322581,
|
| 448 |
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"r":0.8968,
|
| 449 |
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"f":0.9004016064
|
| 450 |
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},
|
| 451 |
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"PRODUCT":{
|
| 452 |
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|
| 453 |
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|
| 454 |
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"f":0.3868852459
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| 455 |
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},
|
| 456 |
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"FAC":{
|
| 457 |
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"p":0.4297520661,
|
| 458 |
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"r":0.4,
|
| 459 |
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"f":0.4143426295
|
| 460 |
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},
|
| 461 |
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"MONEY":{
|
| 462 |
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"p":0.9168674699,
|
| 463 |
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"r":0.8984651712,
|
| 464 |
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"f":0.9075730471
|
| 465 |
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},
|
| 466 |
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"TIME":{
|
| 467 |
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|
| 468 |
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|
| 469 |
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|
| 470 |
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},
|
| 471 |
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"WORK_OF_ART":{
|
| 472 |
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|
| 473 |
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|
| 474 |
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|
| 475 |
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},
|
| 476 |
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"EVENT":{
|
| 477 |
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"p":0.6162790698,
|
| 478 |
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"r":0.3045977011,
|
| 479 |
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"f":0.4076923077
|
| 480 |
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},
|
| 481 |
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"LAW":{
|
| 482 |
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"p":0.4655172414,
|
| 483 |
+
"r":0.421875,
|
| 484 |
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"f":0.4426229508
|
| 485 |
+
},
|
| 486 |
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"PERCENT":{
|
| 487 |
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"p":0.9189189189,
|
| 488 |
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"r":0.8851454824,
|
| 489 |
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"f":0.9017160686
|
| 490 |
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},
|
| 491 |
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"LANGUAGE":{
|
| 492 |
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"p":0.7407407407,
|
| 493 |
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"r":0.625,
|
| 494 |
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"f":0.6779661017
|
| 495 |
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}
|
| 496 |
+
}
|
| 497 |
+
},
|
| 498 |
+
"sources":[
|
| 499 |
+
{
|
| 500 |
+
"name":"OntoNotes 5",
|
| 501 |
+
"url":"https://catalog.ldc.upenn.edu/LDC2013T19",
|
| 502 |
+
"license":"commercial (licensed by Explosion)",
|
| 503 |
+
"author":"Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston"
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"name":"ClearNLP Constituent-to-Dependency Conversion",
|
| 507 |
+
"url":"https://github.com/clir/clearnlp-guidelines/blob/master/md/components/dependency_conversion.md",
|
| 508 |
+
"license":"Citation provided for reference, no code packaged with model",
|
| 509 |
+
"author":"Emory University"
|
| 510 |
+
},
|
| 511 |
+
{
|
| 512 |
+
"name":"WordNet 3.0",
|
| 513 |
+
"url":"https://wordnet.princeton.edu/",
|
| 514 |
+
"author":"Princeton University",
|
| 515 |
+
"license":"WordNet 3.0 License"
|
| 516 |
+
},
|
| 517 |
+
{
|
| 518 |
+
"name":"GloVe Common Crawl",
|
| 519 |
+
"url":"https://nlp.stanford.edu/projects/glove/",
|
| 520 |
+
"license":"Public Domain Dedication and License v1.0",
|
| 521 |
+
"author":"Jeffrey Pennington, Richard Socher, and Christopher D. Manning"
|
| 522 |
+
}
|
| 523 |
+
],
|
| 524 |
+
"requirements":[
|
| 525 |
+
|
| 526 |
+
]
|
| 527 |
+
}
|
ner/cfg
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"moves":null,
|
| 3 |
+
"update_with_oracle_cut_size":100,
|
| 4 |
+
"multitasks":[
|
| 5 |
+
|
| 6 |
+
],
|
| 7 |
+
"min_action_freq":1,
|
| 8 |
+
"learn_tokens":false,
|
| 9 |
+
"beam_width":1,
|
| 10 |
+
"beam_density":0.0,
|
| 11 |
+
"beam_update_prob":0.0,
|
| 12 |
+
"incorrect_spans_key":null
|
| 13 |
+
}
|
ner/model
ADDED
|
Binary file (6.96 MB). View file
|
ner/moves
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
| 1 |
+
��moves�{"0":{},"1":{"ORG":56356,"DATE":40381,"PERSON":36475,"GPE":26716,"MONEY":15121,"CARDINAL":14096,"NORP":9638,"PERCENT":9182,"WORK_OF_ART":4475,"LOC":4047,"TIME":3670,"QUANTITY":3114,"FAC":3042,"EVENT":3015,"ORDINAL":2142,"PRODUCT":1782,"LAW":1620,"LANGUAGE":355},"2":{"ORG":56356,"DATE":40381,"PERSON":36475,"GPE":26716,"MONEY":15121,"CARDINAL":14096,"NORP":9638,"PERCENT":9182,"WORK_OF_ART":4475,"LOC":4047,"TIME":3670,"QUANTITY":3114,"FAC":3042,"EVENT":3015,"ORDINAL":2142,"PRODUCT":1782,"LAW":1620,"LANGUAGE":355},"3":{"ORG":56356,"DATE":40381,"PERSON":36475,"GPE":26716,"MONEY":15121,"CARDINAL":14096,"NORP":9638,"PERCENT":9182,"WORK_OF_ART":4475,"LOC":4047,"TIME":3670,"QUANTITY":3114,"FAC":3042,"EVENT":3015,"ORDINAL":2142,"PRODUCT":1782,"LAW":1620,"LANGUAGE":355},"4":{"ORG":56356,"DATE":40381,"PERSON":36475,"GPE":26716,"MONEY":15121,"CARDINAL":14096,"NORP":9638,"PERCENT":9182,"WORK_OF_ART":4475,"LOC":4047,"TIME":3670,"QUANTITY":3114,"FAC":3042,"EVENT":3015,"ORDINAL":2142,"PRODUCT":1782,"LAW":1620,"LANGUAGE":355,"":1},"5":{"":1}}�cfg��neg_key�
|
parser/cfg
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"moves":null,
|
| 3 |
+
"update_with_oracle_cut_size":100,
|
| 4 |
+
"multitasks":[
|
| 5 |
+
|
| 6 |
+
],
|
| 7 |
+
"min_action_freq":30,
|
| 8 |
+
"learn_tokens":false,
|
| 9 |
+
"beam_width":1,
|
| 10 |
+
"beam_density":0.0,
|
| 11 |
+
"beam_update_prob":0.0,
|
| 12 |
+
"incorrect_spans_key":null
|
| 13 |
+
}
|
parser/model
ADDED
|
Binary file (320 kB). View file
|
parser/moves
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
| 1 |
+
��moves�
|
| 2 |
+
{"0":{"":995932},"1":{"":989662},"2":{"det":172430,"nsubj":165679,"compound":116803,"amod":106128,"aux":87078,"punct":65505,"advmod":62711,"poss":36427,"mark":27913,"nummod":22583,"auxpass":15597,"prep":13989,"nsubjpass":13867,"neg":12358,"cc":10694,"nmod":9572,"advcl":9063,"npadvmod":8135,"quantmod":7071,"intj":6557,"ccomp":5899,"dobj":3427,"expl":3360,"dep":3191,"predet":1945,"parataxis":1826,"csubj":1431,"preconj":620,"pobj||prep":615,"attr":578,"meta":448,"advmod||conj":367,"dobj||xcomp":352,"acomp":284,"nsubj||ccomp":224,"dative":206,"advmod||xcomp":149,"dobj||ccomp":70,"csubjpass":64,"dobj||conj":62,"prep||conj":51,"acl":48,"prep||nsubj":41,"prep||dobj":36,"xcomp":34,"advmod||ccomp":32,"oprd":31},"3":{"punct":183437,"pobj":182256,"prep":173845,"dobj":89650,"conj":59689,"cc":51858,"ccomp":30404,"advmod":22820,"xcomp":21045,"relcl":20968,"advcl":19833,"attr":17739,"acomp":16824,"appos":14963,"case":13361,"acl":12091,"pcomp":10345,"npadvmod":9702,"prt":8179,"agent":3884,"dative":3867,"nsubj":3465,"intj":2898,"neg":2871,"amod":2843,"nummod":2510,"oprd":2304,"dep":1518,"parataxis":1261,"quantmod":317,"nmod":296,"acl||dobj":202,"prep||dobj":190,"prep||nsubj":162,"acl||nsubj":159,"appos||nsubj":145,"relcl||dobj":134,"relcl||nsubj":111,"aux":103,"expl":96,"meta":93,"appos||dobj":86,"preconj":71,"csubj":65,"prep||nsubjpass":55,"prep||advmod":54,"prep||acomp":53,"det":51,"nsubjpass":45,"acl||nsubjpass":42,"relcl||pobj":41,"mark":40,"auxpass":39,"prep||pobj":36,"relcl||nsubjpass":32,"appos||nsubjpass":31},"4":{"ROOT":110979}}�cfg��neg_key�
|
senter/cfg
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
|
| 3 |
+
}
|
senter/model
ADDED
|
Binary file (213 kB). View file
|
tagger/cfg
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"labels":[
|
| 3 |
+
"$",
|
| 4 |
+
"''",
|
| 5 |
+
",",
|
| 6 |
+
"-LRB-",
|
| 7 |
+
"-RRB-",
|
| 8 |
+
".",
|
| 9 |
+
":",
|
| 10 |
+
"ADD",
|
| 11 |
+
"AFX",
|
| 12 |
+
"CC",
|
| 13 |
+
"CD",
|
| 14 |
+
"DT",
|
| 15 |
+
"EX",
|
| 16 |
+
"FW",
|
| 17 |
+
"HYPH",
|
| 18 |
+
"IN",
|
| 19 |
+
"JJ",
|
| 20 |
+
"JJR",
|
| 21 |
+
"JJS",
|
| 22 |
+
"LS",
|
| 23 |
+
"MD",
|
| 24 |
+
"NFP",
|
| 25 |
+
"NN",
|
| 26 |
+
"NNP",
|
| 27 |
+
"NNPS",
|
| 28 |
+
"NNS",
|
| 29 |
+
"PDT",
|
| 30 |
+
"POS",
|
| 31 |
+
"PRP",
|
| 32 |
+
"PRP$",
|
| 33 |
+
"RB",
|
| 34 |
+
"RBR",
|
| 35 |
+
"RBS",
|
| 36 |
+
"RP",
|
| 37 |
+
"SYM",
|
| 38 |
+
"TO",
|
| 39 |
+
"UH",
|
| 40 |
+
"VB",
|
| 41 |
+
"VBD",
|
| 42 |
+
"VBG",
|
| 43 |
+
"VBN",
|
| 44 |
+
"VBP",
|
| 45 |
+
"VBZ",
|
| 46 |
+
"WDT",
|
| 47 |
+
"WP",
|
| 48 |
+
"WP$",
|
| 49 |
+
"WRB",
|
| 50 |
+
"XX",
|
| 51 |
+
"``"
|
| 52 |
+
]
|
| 53 |
+
}
|
tagger/model
ADDED
|
Binary file (19.4 kB). View file
|
tok2vec/cfg
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
|
| 3 |
+
}
|
tok2vec/model
ADDED
|
Binary file (6.81 MB). View file
|
tokenizer
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
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