osanseviero
commited on
Commit
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822433e
1
Parent(s):
f5c2579
Update spaCy pipeline
Browse files- .gitattributes +4 -0
- LICENSE +428 -0
- LICENSES_SOURCES +1092 -0
- README.md +104 -0
- accuracy.json +236 -0
- attribute_ruler/patterns +0 -0
- config.cfg +233 -0
- ja_core_news_lg-any-py3-none-any.whl +3 -0
- meta.json +355 -0
- ner/cfg +13 -0
- ner/model +0 -0
- ner/moves +1 -0
- parser/cfg +13 -0
- parser/model +0 -0
- parser/moves +1 -0
- senter/cfg +3 -0
- senter/model +0 -0
- tok2vec/cfg +3 -0
- tok2vec/model +0 -0
- tokenizer/cfg +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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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.whl filter=lfs diff=lfs merge=lfs -text
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*.npz filter=lfs diff=lfs merge=lfs -text
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*strings.json filter=lfs diff=lfs merge=lfs -text
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vectors filter=lfs diff=lfs merge=lfs -text
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LICENSE
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iv. a notice that refers to the disclaimer of
|
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|
252 |
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2. You may satisfy the conditions in Section 3(a)(1) in any
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reasonable manner based on the medium, means, and context in
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In addition to the conditions in Section 3(a), if You Share
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Adapted Material You produce, the following conditions also apply.
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Measures to, Adapted Material that restrict exercise of the
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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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+
Creative Commons is not a party to its public
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|
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Creative Commons may be contacted at creativecommons.org.
|
428 |
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|
LICENSES_SOURCES
ADDED
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|
1 |
+
# UD Japanese GSD v2.6
|
2 |
+
|
3 |
+
* Author: Omura, Mai; Miyao, Yusuke; Kanayama, Hiroshi; Matsuda, Hiroshi; Wakasa, Aya; Yamashita, Kayo; Asahara, Masayuki; Tanaka, Takaaki; Murawaki, Yugo; Matsumoto, Yuji; Mori, Shinsuke; Uematsu, Sumire; McDonald, Ryan; Nivre, Joakim; Zeman, Daniel
|
4 |
+
* URL: https://github.com/UniversalDependencies/UD_Japanese-GSD
|
5 |
+
* License: CC BY-SA 4.0
|
6 |
+
|
7 |
+
```
|
8 |
+
Attribution-ShareAlike 4.0 International
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+
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=======================================================================
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fullest extent possible.
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Using Creative Commons Public Licenses
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and certain other rights specified in the public license below. The
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following considerations are for informational purposes only, are not
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exhaustive, and do not form part of our licenses.
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For the avoidance of doubt, this Section 4 supplements and does not
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```
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|
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# UD Japanese GSD v2.6 NER
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* Author: Megagon Labs Tokyo
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* URL: https://github.com/megagonlabs/UD_Japanese-GSD
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* License: CC BY-SA 4.0
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```
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=======================================================================
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Creative Commons is not a party to its public
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public licenses is dedicated to the public domain under the CC0 Public
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```
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+
|
878 |
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|
880 |
+
|
881 |
+
# chiVe: Japanese Word Embedding with Sudachi & NWJC (chive-1.1-mc90-500k)
|
882 |
+
|
883 |
+
* Author: Works Applications
|
884 |
+
* URL: https://github.com/WorksApplications/chiVe
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* License: Apache-2.0
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+
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```
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Apache License
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See the License for the specific language governing permissions and
|
1088 |
+
limitations under the License.```
|
1089 |
+
|
1090 |
+
|
1091 |
+
|
1092 |
+
|
README.md
ADDED
@@ -0,0 +1,104 @@
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|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- spacy
|
4 |
+
- token-classification
|
5 |
+
language:
|
6 |
+
- ja
|
7 |
+
license: CC-BY-SA-4.0
|
8 |
+
model-index:
|
9 |
+
- name: ja_core_news_lg
|
10 |
+
results:
|
11 |
+
- tasks:
|
12 |
+
name: NER
|
13 |
+
type: token-classification
|
14 |
+
metrics:
|
15 |
+
- name: Precision
|
16 |
+
type: precision
|
17 |
+
value: 0.760989011
|
18 |
+
- name: Recall
|
19 |
+
type: recall
|
20 |
+
value: 0.7075351213
|
21 |
+
- name: F Score
|
22 |
+
type: f_score
|
23 |
+
value: 0.7332892124
|
24 |
+
- tasks:
|
25 |
+
name: POS
|
26 |
+
type: token-classification
|
27 |
+
metrics:
|
28 |
+
- name: Accuracy
|
29 |
+
type: accuracy
|
30 |
+
value: 0.9721899386
|
31 |
+
- tasks:
|
32 |
+
name: SENTER
|
33 |
+
type: token-classification
|
34 |
+
metrics:
|
35 |
+
- name: Precision
|
36 |
+
type: precision
|
37 |
+
value: 0.9860557769
|
38 |
+
- name: Recall
|
39 |
+
type: recall
|
40 |
+
value: 0.9880239521
|
41 |
+
- name: F Score
|
42 |
+
type: f_score
|
43 |
+
value: 0.9870388833
|
44 |
+
- tasks:
|
45 |
+
name: UNLABELED_DEPENDENCIES
|
46 |
+
type: token-classification
|
47 |
+
metrics:
|
48 |
+
- name: Accuracy
|
49 |
+
type: accuracy
|
50 |
+
value: 0.9181002928
|
51 |
+
- tasks:
|
52 |
+
name: LABELED_DEPENDENCIES
|
53 |
+
type: token-classification
|
54 |
+
metrics:
|
55 |
+
- name: Accuracy
|
56 |
+
type: accuracy
|
57 |
+
value: 0.9181002928
|
58 |
+
---
|
59 |
+
### Details: https://spacy.io/models/ja#ja_core_news_lg
|
60 |
+
|
61 |
+
Japanese pipeline optimized for CPU. Components: tok2vec, parser, senter, ner, attribute_ruler.
|
62 |
+
|
63 |
+
| Feature | Description |
|
64 |
+
| --- | --- |
|
65 |
+
| **Name** | `ja_core_news_lg` |
|
66 |
+
| **Version** | `3.1.0` |
|
67 |
+
| **spaCy** | `>=3.1.0,<3.2.0` |
|
68 |
+
| **Default Pipeline** | `tok2vec`, `parser`, `attribute_ruler`, `ner` |
|
69 |
+
| **Components** | `tok2vec`, `parser`, `senter`, `attribute_ruler`, `ner` |
|
70 |
+
| **Vectors** | 480443 keys, 480443 unique vectors (300 dimensions) |
|
71 |
+
| **Sources** | [UD Japanese GSD v2.6](https://github.com/UniversalDependencies/UD_Japanese-GSD) (Omura, Mai; Miyao, Yusuke; Kanayama, Hiroshi; Matsuda, Hiroshi; Wakasa, Aya; Yamashita, Kayo; Asahara, Masayuki; Tanaka, Takaaki; Murawaki, Yugo; Matsumoto, Yuji; Mori, Shinsuke; Uematsu, Sumire; McDonald, Ryan; Nivre, Joakim; Zeman, Daniel)<br />[UD Japanese GSD v2.6 NER](https://github.com/megagonlabs/UD_Japanese-GSD) (Megagon Labs Tokyo)<br />[chiVe: Japanese Word Embedding with Sudachi & NWJC (chive-1.1-mc90-500k)](https://github.com/WorksApplications/chiVe) (Works Applications) |
|
72 |
+
| **License** | `CC BY-SA 4.0` |
|
73 |
+
| **Author** | [Explosion](https://explosion.ai) |
|
74 |
+
|
75 |
+
### Label Scheme
|
76 |
+
|
77 |
+
<details>
|
78 |
+
|
79 |
+
<summary>View label scheme (47 labels for 3 components)</summary>
|
80 |
+
|
81 |
+
| Component | Labels |
|
82 |
+
| --- | --- |
|
83 |
+
| **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `aux`, `case`, `cc`, `ccomp`, `compound`, `cop`, `csubj`, `dep`, `det`, `dislocated`, `fixed`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `punct` |
|
84 |
+
| **`senter`** | `I`, `S` |
|
85 |
+
| **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `MOVEMENT`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PET_NAME`, `PHONE`, `PRODUCT`, `QUANTITY`, `TIME`, `TITLE_AFFIX`, `WORK_OF_ART` |
|
86 |
+
|
87 |
+
</details>
|
88 |
+
|
89 |
+
### Accuracy
|
90 |
+
|
91 |
+
| Type | Score |
|
92 |
+
| --- | --- |
|
93 |
+
| `TOKEN_ACC` | 99.69 |
|
94 |
+
| `TAG_ACC` | 97.22 |
|
95 |
+
| `POS_ACC` | 96.40 |
|
96 |
+
| `MORPH_ACC` | 0.00 |
|
97 |
+
| `DEP_UAS` | 91.81 |
|
98 |
+
| `DEP_LAS` | 89.98 |
|
99 |
+
| `ENTS_P` | 76.10 |
|
100 |
+
| `ENTS_R` | 70.75 |
|
101 |
+
| `ENTS_F` | 73.33 |
|
102 |
+
| `SENTS_P` | 98.61 |
|
103 |
+
| `SENTS_R` | 98.80 |
|
104 |
+
| `SENTS_F` | 98.70 |
|
accuracy.json
ADDED
@@ -0,0 +1,236 @@
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|
|
|
|
|
1 |
+
{
|
2 |
+
"token_acc": 0.9968965945,
|
3 |
+
"tag_acc": 0.9721899386,
|
4 |
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"pos_acc": 0.9639755682,
|
5 |
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"morph_acc": 0.0,
|
6 |
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"dep_uas": 0.9181002928,
|
7 |
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"dep_las": 0.8998080263,
|
8 |
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"ents_p": 0.760989011,
|
9 |
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"ents_r": 0.7075351213,
|
10 |
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"ents_f": 0.7332892124,
|
11 |
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"sents_p": 0.9860557769,
|
12 |
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"sents_r": 0.9880239521,
|
13 |
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"sents_f": 0.9870388833,
|
14 |
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"speed": 11674.7452722222,
|
15 |
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"morph_per_feat": {
|
16 |
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"Polarity": {
|
17 |
+
"p": 0.0,
|
18 |
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"r": 0.0,
|
19 |
+
"f": 0.0
|
20 |
+
}
|
21 |
+
},
|
22 |
+
"dep_las_per_type": {
|
23 |
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"cc": {
|
24 |
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"p": 0.7872340426,
|
25 |
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"r": 0.8043478261,
|
26 |
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"f": 0.7956989247
|
27 |
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},
|
28 |
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"nummod": {
|
29 |
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"p": 0.9770114943,
|
30 |
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"r": 0.8762886598,
|
31 |
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"f": 0.9239130435
|
32 |
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},
|
33 |
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"compound": {
|
34 |
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|
35 |
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|
36 |
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|
37 |
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},
|
38 |
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"obl": {
|
39 |
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|
40 |
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|
41 |
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|
42 |
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},
|
43 |
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"case": {
|
44 |
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|
45 |
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|
46 |
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|
47 |
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},
|
48 |
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"dislocated": {
|
49 |
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|
50 |
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|
51 |
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|
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},
|
53 |
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|
54 |
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|
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|
56 |
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|
57 |
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},
|
58 |
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|
59 |
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|
60 |
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|
61 |
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|
62 |
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},
|
63 |
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"root": {
|
64 |
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|
65 |
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|
66 |
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|
67 |
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},
|
68 |
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|
69 |
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|
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|
71 |
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|
72 |
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},
|
73 |
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|
74 |
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|
75 |
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|
76 |
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|
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},
|
78 |
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79 |
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|
80 |
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|
81 |
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|
82 |
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},
|
83 |
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"acl": {
|
84 |
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|
85 |
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|
86 |
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|
87 |
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},
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88 |
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|
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|
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},
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|
94 |
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|
95 |
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|
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},
|
103 |
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"amod": {
|
104 |
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|
105 |
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|
106 |
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107 |
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},
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|
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112 |
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},
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113 |
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114 |
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|
115 |
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|
116 |
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117 |
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},
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118 |
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"det": {
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119 |
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122 |
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},
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123 |
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124 |
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|
125 |
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"r": 0.0,
|
126 |
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"f": 0.0
|
127 |
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},
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128 |
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"csubj": {
|
129 |
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|
130 |
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|
131 |
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"f": 0.8
|
132 |
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}
|
133 |
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},
|
134 |
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"ents_per_type": {
|
135 |
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"DATE": {
|
136 |
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},
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},
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"GPE": {
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|
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|
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|
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},
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"EVENT": {
|
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|
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"r": 0.6153846154,
|
158 |
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"f": 0.64
|
159 |
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},
|
160 |
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"PRODUCT": {
|
161 |
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"p": 0.5666666667,
|
162 |
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"r": 0.4146341463,
|
163 |
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"f": 0.4788732394
|
164 |
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},
|
165 |
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"TIME": {
|
166 |
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"p": 0.6666666667,
|
167 |
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"r": 1.0,
|
168 |
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"f": 0.8
|
169 |
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},
|
170 |
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"QUANTITY": {
|
171 |
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"p": 0.8970588235,
|
172 |
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"r": 0.9242424242,
|
173 |
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"f": 0.9104477612
|
174 |
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},
|
175 |
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"NORP": {
|
176 |
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"p": 0.7037037037,
|
177 |
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"r": 0.59375,
|
178 |
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"f": 0.6440677966
|
179 |
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},
|
180 |
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"TITLE_AFFIX": {
|
181 |
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"p": 0.8571428571,
|
182 |
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"r": 0.6,
|
183 |
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"f": 0.7058823529
|
184 |
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},
|
185 |
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"ORDINAL": {
|
186 |
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"p": 0.65,
|
187 |
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"r": 0.6842105263,
|
188 |
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"f": 0.6666666667
|
189 |
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},
|
190 |
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"WORK_OF_ART": {
|
191 |
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"p": 0.6875,
|
192 |
+
"r": 0.6470588235,
|
193 |
+
"f": 0.6666666667
|
194 |
+
},
|
195 |
+
"FAC": {
|
196 |
+
"p": 0.5769230769,
|
197 |
+
"r": 0.4054054054,
|
198 |
+
"f": 0.4761904762
|
199 |
+
},
|
200 |
+
"PERCENT": {
|
201 |
+
"p": 1.0,
|
202 |
+
"r": 0.4285714286,
|
203 |
+
"f": 0.6
|
204 |
+
},
|
205 |
+
"LOC": {
|
206 |
+
"p": 0.6,
|
207 |
+
"r": 0.9,
|
208 |
+
"f": 0.72
|
209 |
+
},
|
210 |
+
"MOVEMENT": {
|
211 |
+
"p": 0.3333333333,
|
212 |
+
"r": 0.2,
|
213 |
+
"f": 0.25
|
214 |
+
},
|
215 |
+
"LAW": {
|
216 |
+
"p": 0.0,
|
217 |
+
"r": 0.0,
|
218 |
+
"f": 0.0
|
219 |
+
},
|
220 |
+
"MONEY": {
|
221 |
+
"p": 1.0,
|
222 |
+
"r": 1.0,
|
223 |
+
"f": 1.0
|
224 |
+
},
|
225 |
+
"LANGUAGE": {
|
226 |
+
"p": 1.0,
|
227 |
+
"r": 1.0,
|
228 |
+
"f": 1.0
|
229 |
+
},
|
230 |
+
"CARDINAL": {
|
231 |
+
"p": 0.0,
|
232 |
+
"r": 0.0,
|
233 |
+
"f": 0.0
|
234 |
+
}
|
235 |
+
}
|
236 |
+
}
|
attribute_ruler/patterns
ADDED
Binary file (64 Bytes). View file
|
|
config.cfg
ADDED
@@ -0,0 +1,233 @@
|
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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 |
+
[paths]
|
2 |
+
train = "corpus/ja-core-news/train.spacy"
|
3 |
+
dev = "corpus/ja-core-news/dev.spacy"
|
4 |
+
vectors = "corpus/ja_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 = "ja"
|
15 |
+
pipeline = ["tok2vec","parser","senter","attribute_ruler","ner"]
|
16 |
+
disabled = ["senter"]
|
17 |
+
before_creation = null
|
18 |
+
after_creation = null
|
19 |
+
after_pipeline_creation = null
|
20 |
+
batch_size = 256
|
21 |
+
|
22 |
+
[nlp.tokenizer]
|
23 |
+
@tokenizers = "spacy.ja.JapaneseTokenizer"
|
24 |
+
split_mode = null
|
25 |
+
|
26 |
+
[components]
|
27 |
+
|
28 |
+
[components.attribute_ruler]
|
29 |
+
factory = "attribute_ruler"
|
30 |
+
validate = false
|
31 |
+
|
32 |
+
[components.ner]
|
33 |
+
factory = "ner"
|
34 |
+
incorrect_spans_key = null
|
35 |
+
moves = null
|
36 |
+
update_with_oracle_cut_size = 100
|
37 |
+
|
38 |
+
[components.ner.model]
|
39 |
+
@architectures = "spacy.TransitionBasedParser.v2"
|
40 |
+
state_type = "ner"
|
41 |
+
extra_state_tokens = false
|
42 |
+
hidden_width = 64
|
43 |
+
maxout_pieces = 2
|
44 |
+
use_upper = true
|
45 |
+
nO = null
|
46 |
+
|
47 |
+
[components.ner.model.tok2vec]
|
48 |
+
@architectures = "spacy.Tok2Vec.v2"
|
49 |
+
|
50 |
+
[components.ner.model.tok2vec.embed]
|
51 |
+
@architectures = "spacy.MultiHashEmbed.v2"
|
52 |
+
width = 96
|
53 |
+
attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
|
54 |
+
rows = [5000,2500,2500,2500]
|
55 |
+
include_static_vectors = true
|
56 |
+
|
57 |
+
[components.ner.model.tok2vec.encode]
|
58 |
+
@architectures = "spacy.MaxoutWindowEncoder.v2"
|
59 |
+
width = 96
|
60 |
+
depth = 4
|
61 |
+
window_size = 1
|
62 |
+
maxout_pieces = 3
|
63 |
+
|
64 |
+
[components.parser]
|
65 |
+
factory = "parser"
|
66 |
+
learn_tokens = false
|
67 |
+
min_action_freq = 30
|
68 |
+
moves = null
|
69 |
+
update_with_oracle_cut_size = 100
|
70 |
+
|
71 |
+
[components.parser.model]
|
72 |
+
@architectures = "spacy.TransitionBasedParser.v2"
|
73 |
+
state_type = "parser"
|
74 |
+
extra_state_tokens = false
|
75 |
+
hidden_width = 64
|
76 |
+
maxout_pieces = 2
|
77 |
+
use_upper = true
|
78 |
+
nO = null
|
79 |
+
|
80 |
+
[components.parser.model.tok2vec]
|
81 |
+
@architectures = "spacy.Tok2VecListener.v1"
|
82 |
+
width = ${components.tok2vec.model.encode:width}
|
83 |
+
upstream = "tok2vec"
|
84 |
+
|
85 |
+
[components.senter]
|
86 |
+
factory = "senter"
|
87 |
+
|
88 |
+
[components.senter.model]
|
89 |
+
@architectures = "spacy.Tagger.v1"
|
90 |
+
nO = null
|
91 |
+
|
92 |
+
[components.senter.model.tok2vec]
|
93 |
+
@architectures = "spacy.Tok2Vec.v2"
|
94 |
+
|
95 |
+
[components.senter.model.tok2vec.embed]
|
96 |
+
@architectures = "spacy.MultiHashEmbed.v2"
|
97 |
+
width = 16
|
98 |
+
attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
|
99 |
+
rows = [1000,500,500,500]
|
100 |
+
include_static_vectors = true
|
101 |
+
|
102 |
+
[components.senter.model.tok2vec.encode]
|
103 |
+
@architectures = "spacy.MaxoutWindowEncoder.v2"
|
104 |
+
width = 16
|
105 |
+
depth = 2
|
106 |
+
window_size = 1
|
107 |
+
maxout_pieces = 2
|
108 |
+
|
109 |
+
[components.tok2vec]
|
110 |
+
factory = "tok2vec"
|
111 |
+
|
112 |
+
[components.tok2vec.model]
|
113 |
+
@architectures = "spacy.Tok2Vec.v2"
|
114 |
+
|
115 |
+
[components.tok2vec.model.embed]
|
116 |
+
@architectures = "spacy.MultiHashEmbed.v2"
|
117 |
+
width = ${components.tok2vec.model.encode:width}
|
118 |
+
attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
|
119 |
+
rows = [5000,2500,2500,2500]
|
120 |
+
include_static_vectors = true
|
121 |
+
|
122 |
+
[components.tok2vec.model.encode]
|
123 |
+
@architectures = "spacy.MaxoutWindowEncoder.v2"
|
124 |
+
width = 96
|
125 |
+
depth = 4
|
126 |
+
window_size = 1
|
127 |
+
maxout_pieces = 3
|
128 |
+
|
129 |
+
[corpora]
|
130 |
+
|
131 |
+
[corpora.dev]
|
132 |
+
@readers = "spacy.Corpus.v1"
|
133 |
+
limit = 0
|
134 |
+
max_length = 0
|
135 |
+
path = ${paths:dev}
|
136 |
+
gold_preproc = false
|
137 |
+
augmenter = null
|
138 |
+
|
139 |
+
[corpora.train]
|
140 |
+
@readers = "spacy.Corpus.v1"
|
141 |
+
path = ${paths:train}
|
142 |
+
max_length = 5000
|
143 |
+
gold_preproc = false
|
144 |
+
limit = 0
|
145 |
+
augmenter = null
|
146 |
+
|
147 |
+
[training]
|
148 |
+
train_corpus = "corpora.train"
|
149 |
+
dev_corpus = "corpora.dev"
|
150 |
+
seed = ${system:seed}
|
151 |
+
gpu_allocator = ${system:gpu_allocator}
|
152 |
+
dropout = 0.1
|
153 |
+
accumulate_gradient = 1
|
154 |
+
patience = 5000
|
155 |
+
max_epochs = 0
|
156 |
+
max_steps = 0
|
157 |
+
eval_frequency = 1000
|
158 |
+
frozen_components = []
|
159 |
+
before_to_disk = null
|
160 |
+
annotating_components = []
|
161 |
+
|
162 |
+
[training.batcher]
|
163 |
+
@batchers = "spacy.batch_by_words.v1"
|
164 |
+
discard_oversize = false
|
165 |
+
tolerance = 0.2
|
166 |
+
get_length = null
|
167 |
+
|
168 |
+
[training.batcher.size]
|
169 |
+
@schedules = "compounding.v1"
|
170 |
+
start = 100
|
171 |
+
stop = 1000
|
172 |
+
compound = 1.001
|
173 |
+
t = 0.0
|
174 |
+
|
175 |
+
[training.logger]
|
176 |
+
@loggers = "spacy.WandbLogger.v1"
|
177 |
+
project_name = "spacy-v3.0.0a2"
|
178 |
+
remove_config_values = []
|
179 |
+
|
180 |
+
[training.optimizer]
|
181 |
+
@optimizers = "Adam.v1"
|
182 |
+
beta1 = 0.9
|
183 |
+
beta2 = 0.999
|
184 |
+
L2_is_weight_decay = true
|
185 |
+
L2 = 0.01
|
186 |
+
grad_clip = 1.0
|
187 |
+
use_averages = true
|
188 |
+
eps = 0.00000001
|
189 |
+
learn_rate = 0.001
|
190 |
+
|
191 |
+
[training.score_weights]
|
192 |
+
dep_uas = 0.0
|
193 |
+
dep_las = 0.45
|
194 |
+
dep_las_per_type = null
|
195 |
+
sents_p = null
|
196 |
+
sents_r = null
|
197 |
+
sents_f = 0.06
|
198 |
+
ents_f = 0.5
|
199 |
+
ents_p = 0.0
|
200 |
+
ents_r = 0.0
|
201 |
+
ents_per_type = null
|
202 |
+
|
203 |
+
[pretraining]
|
204 |
+
|
205 |
+
[initialize]
|
206 |
+
vocab_data = ${paths.vocab_data}
|
207 |
+
vectors = ${paths.vectors}
|
208 |
+
init_tok2vec = ${paths.init_tok2vec}
|
209 |
+
before_init = null
|
210 |
+
after_init = null
|
211 |
+
|
212 |
+
[initialize.components]
|
213 |
+
|
214 |
+
[initialize.components.ner]
|
215 |
+
|
216 |
+
[initialize.components.ner.labels]
|
217 |
+
@readers = "spacy.read_labels.v1"
|
218 |
+
path = "corpus/labels/ner.json"
|
219 |
+
require = false
|
220 |
+
|
221 |
+
[initialize.components.parser]
|
222 |
+
|
223 |
+
[initialize.components.parser.labels]
|
224 |
+
@readers = "spacy.read_labels.v1"
|
225 |
+
path = "corpus/labels/parser.json"
|
226 |
+
require = false
|
227 |
+
|
228 |
+
[initialize.lookups]
|
229 |
+
@misc = "spacy.LookupsDataLoader.v1"
|
230 |
+
lang = ${nlp.lang}
|
231 |
+
tables = []
|
232 |
+
|
233 |
+
[initialize.tokenizer]
|
ja_core_news_lg-any-py3-none-any.whl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:21c62d122014d7cb087f595285c74023bb80e7f27d9c8f558c89e5593bf1bfb5
|
3 |
+
size 555963364
|
meta.json
ADDED
@@ -0,0 +1,355 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
1 |
+
{
|
2 |
+
"lang":"ja",
|
3 |
+
"name":"core_news_lg",
|
4 |
+
"version":"3.1.0",
|
5 |
+
"description":"Japanese pipeline optimized for CPU. Components: tok2vec, 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":">=3.1.0,<3.2.0",
|
11 |
+
"spacy_git_version":"caba63b74",
|
12 |
+
"vectors":{
|
13 |
+
"width":300,
|
14 |
+
"vectors":480443,
|
15 |
+
"keys":480443,
|
16 |
+
"name":"ja_vectors"
|
17 |
+
},
|
18 |
+
"labels":{
|
19 |
+
"tok2vec":[
|
20 |
+
|
21 |
+
],
|
22 |
+
"parser":[
|
23 |
+
"ROOT",
|
24 |
+
"acl",
|
25 |
+
"advcl",
|
26 |
+
"advmod",
|
27 |
+
"amod",
|
28 |
+
"aux",
|
29 |
+
"case",
|
30 |
+
"cc",
|
31 |
+
"ccomp",
|
32 |
+
"compound",
|
33 |
+
"cop",
|
34 |
+
"csubj",
|
35 |
+
"dep",
|
36 |
+
"det",
|
37 |
+
"dislocated",
|
38 |
+
"fixed",
|
39 |
+
"mark",
|
40 |
+
"nmod",
|
41 |
+
"nsubj",
|
42 |
+
"nummod",
|
43 |
+
"obj",
|
44 |
+
"obl",
|
45 |
+
"punct"
|
46 |
+
],
|
47 |
+
"senter":[
|
48 |
+
"I",
|
49 |
+
"S"
|
50 |
+
],
|
51 |
+
"attribute_ruler":[
|
52 |
+
|
53 |
+
],
|
54 |
+
"ner":[
|
55 |
+
"CARDINAL",
|
56 |
+
"DATE",
|
57 |
+
"EVENT",
|
58 |
+
"FAC",
|
59 |
+
"GPE",
|
60 |
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"LANGUAGE",
|
61 |
+
"LAW",
|
62 |
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"LOC",
|
63 |
+
"MONEY",
|
64 |
+
"MOVEMENT",
|
65 |
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"NORP",
|
66 |
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"ORDINAL",
|
67 |
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"ORG",
|
68 |
+
"PERCENT",
|
69 |
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"PERSON",
|
70 |
+
"PET_NAME",
|
71 |
+
"PHONE",
|
72 |
+
"PRODUCT",
|
73 |
+
"QUANTITY",
|
74 |
+
"TIME",
|
75 |
+
"TITLE_AFFIX",
|
76 |
+
"WORK_OF_ART"
|
77 |
+
]
|
78 |
+
},
|
79 |
+
"pipeline":[
|
80 |
+
"tok2vec",
|
81 |
+
"parser",
|
82 |
+
"attribute_ruler",
|
83 |
+
"ner"
|
84 |
+
],
|
85 |
+
"components":[
|
86 |
+
"tok2vec",
|
87 |
+
"parser",
|
88 |
+
"senter",
|
89 |
+
"attribute_ruler",
|
90 |
+
"ner"
|
91 |
+
],
|
92 |
+
"disabled":[
|
93 |
+
"senter"
|
94 |
+
],
|
95 |
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"performance":{
|
96 |
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"token_acc":0.9968965945,
|
97 |
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"tag_acc":0.9721899386,
|
98 |
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"pos_acc":0.9639755682,
|
99 |
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"morph_acc":0.0,
|
100 |
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"dep_uas":0.9181002928,
|
101 |
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"dep_las":0.8998080263,
|
102 |
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"ents_p":0.760989011,
|
103 |
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"ents_r":0.7075351213,
|
104 |
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"ents_f":0.7332892124,
|
105 |
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"sents_p":0.9860557769,
|
106 |
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"sents_r":0.9880239521,
|
107 |
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"sents_f":0.9870388833,
|
108 |
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"speed":11674.7452722222,
|
109 |
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"morph_per_feat":{
|
110 |
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"Polarity":{
|
111 |
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"p":0.0,
|
112 |
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"r":0.0,
|
113 |
+
"f":0.0
|
114 |
+
}
|
115 |
+
},
|
116 |
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"dep_las_per_type":{
|
117 |
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"cc":{
|
118 |
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"p":0.7872340426,
|
119 |
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"r":0.8043478261,
|
120 |
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"f":0.7956989247
|
121 |
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},
|
122 |
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"nummod":{
|
123 |
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"p":0.9770114943,
|
124 |
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"r":0.8762886598,
|
125 |
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"f":0.9239130435
|
126 |
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},
|
127 |
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"compound":{
|
128 |
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"p":0.9397972117,
|
129 |
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"r":0.9205462446,
|
130 |
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"f":0.9300721229
|
131 |
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},
|
132 |
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"obl":{
|
133 |
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"p":0.7827102804,
|
134 |
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"r":0.8052884615,
|
135 |
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|
136 |
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},
|
137 |
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"case":{
|
138 |
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|
139 |
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|
140 |
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"f":0.9827520123
|
141 |
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},
|
142 |
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"dislocated":{
|
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"p":0.5,
|
144 |
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"r":0.2105263158,
|
145 |
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"f":0.2962962963
|
146 |
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},
|
147 |
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"nmod":{
|
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|
149 |
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"r":0.813253012,
|
150 |
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"f":0.8395522388
|
151 |
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},
|
152 |
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"nsubj":{
|
153 |
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"p":0.7950819672,
|
154 |
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"r":0.8083333333,
|
155 |
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"f":0.8016528926
|
156 |
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},
|
157 |
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"root":{
|
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|
159 |
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"r":0.9600798403,
|
160 |
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"f":0.9658634538
|
161 |
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},
|
162 |
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"aux":{
|
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"p":0.9625090123,
|
164 |
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"r":0.9673913043,
|
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"f":0.9649439827
|
166 |
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},
|
167 |
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"advcl":{
|
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|
169 |
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"r":0.6596736597,
|
170 |
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"f":0.6698224852
|
171 |
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},
|
172 |
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"mark":{
|
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"p":0.956,
|
174 |
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"r":0.9409448819,
|
175 |
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"f":0.9484126984
|
176 |
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},
|
177 |
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"acl":{
|
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"p":0.7887931034,
|
179 |
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"r":0.8061674009,
|
180 |
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"f":0.7973856209
|
181 |
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},
|
182 |
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"obj":{
|
183 |
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|
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"r":0.9390243902,
|
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"f":0.9447852761
|
186 |
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},
|
187 |
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"fixed":{
|
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|
189 |
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|
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"f":0.9623655914
|
191 |
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},
|
192 |
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"advmod":{
|
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"p":0.7045454545,
|
194 |
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|
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|
196 |
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},
|
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"amod":{
|
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|
199 |
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"r":0.6,
|
200 |
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"f":0.7164179104
|
201 |
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},
|
202 |
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"cop":{
|
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|
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|
205 |
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|
206 |
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},
|
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"ccomp":{
|
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"p":0.9,
|
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"r":0.8181818182,
|
210 |
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"f":0.8571428571
|
211 |
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},
|
212 |
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"det":{
|
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"p":0.9803921569,
|
214 |
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"r":0.9803921569,
|
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"f":0.9803921569
|
216 |
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},
|
217 |
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"dep":{
|
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"p":0.0,
|
219 |
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"r":0.0,
|
220 |
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"f":0.0
|
221 |
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},
|
222 |
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"csubj":{
|
223 |
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"p":0.8333333333,
|
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"r":0.7692307692,
|
225 |
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"f":0.8
|
226 |
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}
|
227 |
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},
|
228 |
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"ents_per_type":{
|
229 |
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"DATE":{
|
230 |
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"p":0.9626168224,
|
231 |
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"r":0.9537037037,
|
232 |
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"f":0.9581395349
|
233 |
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},
|
234 |
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"ORG":{
|
235 |
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|
236 |
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"r":0.5877862595,
|
237 |
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"f":0.6234817814
|
238 |
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},
|
239 |
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"PERSON":{
|
240 |
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"p":0.780141844,
|
241 |
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"r":0.7913669065,
|
242 |
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"f":0.7857142857
|
243 |
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},
|
244 |
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"GPE":{
|
245 |
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"p":0.6956521739,
|
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"r":0.6808510638,
|
247 |
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"f":0.688172043
|
248 |
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},
|
249 |
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"EVENT":{
|
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"p":0.6666666667,
|
251 |
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"r":0.6153846154,
|
252 |
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"f":0.64
|
253 |
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},
|
254 |
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"PRODUCT":{
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"p":0.5666666667,
|
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|
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|
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"TIME":{
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"p":0.6666666667,
|
261 |
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"r":1.0,
|
262 |
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"f":0.8
|
263 |
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},
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264 |
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"QUANTITY":{
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|
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|
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"f":0.9104477612
|
268 |
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|
269 |
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"NORP":{
|
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|
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|
272 |
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|
273 |
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},
|
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"TITLE_AFFIX":{
|
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|
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|
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"f":0.7058823529
|
278 |
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},
|
279 |
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"ORDINAL":{
|
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"p":0.65,
|
281 |
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"r":0.6842105263,
|
282 |
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"f":0.6666666667
|
283 |
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},
|
284 |
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"WORK_OF_ART":{
|
285 |
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"p":0.6875,
|
286 |
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"r":0.6470588235,
|
287 |
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"f":0.6666666667
|
288 |
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},
|
289 |
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"FAC":{
|
290 |
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"p":0.5769230769,
|
291 |
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"r":0.4054054054,
|
292 |
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"f":0.4761904762
|
293 |
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},
|
294 |
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"PERCENT":{
|
295 |
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"p":1.0,
|
296 |
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"r":0.4285714286,
|
297 |
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"f":0.6
|
298 |
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},
|
299 |
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"LOC":{
|
300 |
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"p":0.6,
|
301 |
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"r":0.9,
|
302 |
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"f":0.72
|
303 |
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},
|
304 |
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"MOVEMENT":{
|
305 |
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"p":0.3333333333,
|
306 |
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"r":0.2,
|
307 |
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"f":0.25
|
308 |
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},
|
309 |
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"LAW":{
|
310 |
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"p":0.0,
|
311 |
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"r":0.0,
|
312 |
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"f":0.0
|
313 |
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},
|
314 |
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"MONEY":{
|
315 |
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"p":1.0,
|
316 |
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"r":1.0,
|
317 |
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"f":1.0
|
318 |
+
},
|
319 |
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"LANGUAGE":{
|
320 |
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"p":1.0,
|
321 |
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"r":1.0,
|
322 |
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"f":1.0
|
323 |
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},
|
324 |
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"CARDINAL":{
|
325 |
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"p":0.0,
|
326 |
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"r":0.0,
|
327 |
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"f":0.0
|
328 |
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}
|
329 |
+
}
|
330 |
+
},
|
331 |
+
"sources":[
|
332 |
+
{
|
333 |
+
"name":"UD Japanese GSD v2.6",
|
334 |
+
"url":"https://github.com/UniversalDependencies/UD_Japanese-GSD",
|
335 |
+
"license":"CC BY-SA 4.0",
|
336 |
+
"author":"Omura, Mai; Miyao, Yusuke; Kanayama, Hiroshi; Matsuda, Hiroshi; Wakasa, Aya; Yamashita, Kayo; Asahara, Masayuki; Tanaka, Takaaki; Murawaki, Yugo; Matsumoto, Yuji; Mori, Shinsuke; Uematsu, Sumire; McDonald, Ryan; Nivre, Joakim; Zeman, Daniel"
|
337 |
+
},
|
338 |
+
{
|
339 |
+
"name":"UD Japanese GSD v2.6 NER",
|
340 |
+
"url":"https://github.com/megagonlabs/UD_Japanese-GSD",
|
341 |
+
"license":"CC BY-SA 4.0",
|
342 |
+
"author":"Megagon Labs Tokyo"
|
343 |
+
},
|
344 |
+
{
|
345 |
+
"name":"chiVe: Japanese Word Embedding with Sudachi & NWJC (chive-1.1-mc90-500k)",
|
346 |
+
"url":"https://github.com/WorksApplications/chiVe",
|
347 |
+
"license":"Apache-2.0",
|
348 |
+
"author":"Works Applications"
|
349 |
+
}
|
350 |
+
],
|
351 |
+
"requirements":[
|
352 |
+
"sudachipy>=0.4.9",
|
353 |
+
"sudachidict-core>=20200330"
|
354 |
+
]
|
355 |
+
}
|
ner/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":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 |
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parser/cfg
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{
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],
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parser/model
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parser/moves
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senter/cfg
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{
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senter/model
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tok2vec/cfg
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tok2vec/model
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tokenizer/cfg
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vocab/lookups.bin
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vocab/strings.json
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vocab/vectors
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