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Update spaCy pipeline

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1
+ # UD Japanese GSD v2.6
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+
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+ * 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
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+ ```
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+
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+
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+
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+
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+ # UD Japanese GSD v2.6 NER
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+
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+ * Author: Megagon Labs Tokyo
444
+ * 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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+ Attribution-ShareAlike 4.0 International
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+
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+ =======================================================================
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+ intended for use by those authorized to give the public
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+ closely related to copyright including, without limitation,
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+ For the avoidance of doubt, this Section 6(b) does not affect any
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+ c. For the avoidance of doubt, the Licensor may also offer the
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+ distributing the Licensed Material at any time; however, doing so
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+ will not terminate this Public License.
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+ d. Sections 1, 5, 6, 7, and 8 survive termination of this Public
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+ License.
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+
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+ Section 7 -- Other Terms and Conditions.
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+ a. The Licensor shall not be bound by any additional or different
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+ terms or conditions communicated by You unless expressly agreed.
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+ b. Any arrangements, understandings, or agreements regarding the
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+ Licensed Material not stated herein are separate from and
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+ independent of the terms and conditions of this Public License.
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+
830
+
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+ Section 8 -- Interpretation.
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+
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+ a. For the avoidance of doubt, this Public License does not, and
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+ shall not be interpreted to, reduce, limit, restrict, or impose
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+ conditions on any use of the Licensed Material that could lawfully
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+ be made without permission under this Public License.
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+
838
+ b. To the extent possible, if any provision of this Public License is
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+ deemed unenforceable, it shall be automatically reformed to the
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+ minimum extent necessary to make it enforceable. If the provision
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+ cannot be reformed, it shall be severed from this Public License
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+ without affecting the enforceability of the remaining terms and
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+ conditions.
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+
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+ c. No term or condition of this Public License will be waived and no
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+ failure to comply consented to unless expressly agreed to by the
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+ Licensor.
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+
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+ d. Nothing in this Public License constitutes or may be interpreted
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+ as a limitation upon, or waiver of, any privileges and immunities
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+ that apply to the Licensor or You, including from the legal
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+ processes of any jurisdiction or authority.
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+
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+
855
+ =======================================================================
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+
857
+ Creative Commons is not a party to its public
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+ licenses. Notwithstanding, Creative Commons may elect to apply one of
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+ its public licenses to material it publishes and in those instances
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+ will be considered the “Licensor.” The text of the Creative Commons
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+ public licenses is dedicated to the public domain under the CC0 Public
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+ Domain Dedication. Except for the limited purpose of indicating that
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+ material is shared under a Creative Commons public license or as
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+ otherwise permitted by the Creative Commons policies published at
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+ creativecommons.org/policies, Creative Commons does not authorize the
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+ use of the trademark "Creative Commons" or any other trademark or logo
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+ public licenses.
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+ Creative Commons may be contacted at creativecommons.org.
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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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+ # 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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README.md ADDED
@@ -0,0 +1,104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "token_acc": 0.9968965945,
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+ "tag_acc": 0.9721899386,
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+ "pos_acc": 0.9639755682,
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+ "morph_acc": 0.0,
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+ "dep_uas": 0.9181002928,
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+ "dep_las": 0.8998080263,
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+ "ents_p": 0.760989011,
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+ "ents_r": 0.7075351213,
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+ "sents_p": 0.9860557769,
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+ "sents_f": 0.9870388833,
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+ "speed": 11674.7452722222,
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+ "morph_per_feat": {
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+ "Polarity": {
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+ "r": 0.0,
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+ }
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+ },
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+ "dep_las_per_type": {
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+ "r": 0.8043478261,
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+ "f": 0.7956989247
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+ },
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+ "nummod": {
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+ "p": 0.9770114943,
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+ "r": 0.8762886598,
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+ "f": 0.9239130435
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+ },
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+ "compound": {
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+ "f": 0.9300721229
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+ },
38
+ "obl": {
39
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+ "r": 0.8052884615,
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+ "f": 0.7938388626
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+ },
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+ "case": {
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+ },
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+ "dislocated": {
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+ "f": 0.2962962963
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+ },
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+ "nmod": {
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+ "r": 0.813253012,
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+ "f": 0.8395522388
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+ },
58
+ "nsubj": {
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+ "p": 0.7950819672,
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+ "r": 0.8083333333,
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+ "f": 0.8016528926
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+ },
63
+ "root": {
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+ "f": 0.9658634538
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+ },
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+ "aux": {
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+ "f": 0.9649439827
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+ },
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+ "advcl": {
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+ "p": 0.6802884615,
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+ "r": 0.6596736597,
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+ "f": 0.6698224852
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+ },
78
+ "mark": {
79
+ "p": 0.956,
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+ "r": 0.9409448819,
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+ "f": 0.9484126984
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+ },
83
+ "acl": {
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+ "p": 0.7887931034,
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+ "r": 0.8061674009,
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+ "f": 0.7973856209
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+ },
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+ "obj": {
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+ "p": 0.950617284,
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+ "r": 0.9390243902,
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+ "f": 0.9447852761
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+ },
93
+ "fixed": {
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+ "p": 0.9421052632,
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+ "r": 0.9835164835,
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+ "f": 0.9623655914
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+ },
98
+ "advmod": {
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+ "p": 0.7045454545,
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+ "r": 0.4920634921,
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+ "f": 0.5794392523
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+ },
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+ "amod": {
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+ "p": 0.8888888889,
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+ "r": 0.6,
106
+ "f": 0.7164179104
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+ },
108
+ "cop": {
109
+ "p": 0.9664804469,
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+ "r": 0.9505494505,
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+ "f": 0.9584487535
112
+ },
113
+ "ccomp": {
114
+ "p": 0.9,
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+ "r": 0.8181818182,
116
+ "f": 0.8571428571
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+ },
118
+ "det": {
119
+ "p": 0.9803921569,
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+ "r": 0.9803921569,
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+ "f": 0.9803921569
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+ },
123
+ "dep": {
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+ "p": 0.0,
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+ "r": 0.0,
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+ "f": 0.0
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+ },
128
+ "csubj": {
129
+ "p": 0.8333333333,
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+ "r": 0.7692307692,
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+ "f": 0.8
132
+ }
133
+ },
134
+ "ents_per_type": {
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+ "DATE": {
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+ "p": 0.9626168224,
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+ "r": 0.9537037037,
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+ "f": 0.9581395349
139
+ },
140
+ "ORG": {
141
+ "p": 0.6637931034,
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+ "r": 0.5877862595,
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+ "f": 0.6234817814
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+ },
145
+ "PERSON": {
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+ "p": 0.780141844,
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+ "r": 0.7913669065,
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+ "f": 0.7857142857
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+ },
150
+ "GPE": {
151
+ "p": 0.6956521739,
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+ "r": 0.6808510638,
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+ "f": 0.688172043
154
+ },
155
+ "EVENT": {
156
+ "p": 0.6666666667,
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+ "r": 0.6153846154,
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+ "f": 0.64
159
+ },
160
+ "PRODUCT": {
161
+ "p": 0.5666666667,
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+ "r": 0.4146341463,
163
+ "f": 0.4788732394
164
+ },
165
+ "TIME": {
166
+ "p": 0.6666666667,
167
+ "r": 1.0,
168
+ "f": 0.8
169
+ },
170
+ "QUANTITY": {
171
+ "p": 0.8970588235,
172
+ "r": 0.9242424242,
173
+ "f": 0.9104477612
174
+ },
175
+ "NORP": {
176
+ "p": 0.7037037037,
177
+ "r": 0.59375,
178
+ "f": 0.6440677966
179
+ },
180
+ "TITLE_AFFIX": {
181
+ "p": 0.8571428571,
182
+ "r": 0.6,
183
+ "f": 0.7058823529
184
+ },
185
+ "ORDINAL": {
186
+ "p": 0.65,
187
+ "r": 0.6842105263,
188
+ "f": 0.6666666667
189
+ },
190
+ "WORK_OF_ART": {
191
+ "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 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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]
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