diyclassics commited on
Commit
164c97c
1 Parent(s): 24f1467

Update spaCy pipeline

Browse files
README.md CHANGED
@@ -14,68 +14,68 @@ model-index:
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
- value: 0.876076772
18
  - name: NER Recall
19
  type: recall
20
- value: 0.9424483824
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  - name: NER F Score
22
  type: f_score
23
- value: 0.9080513784
24
  - task:
25
  name: TAG
26
  type: token-classification
27
  metrics:
28
  - name: TAG (XPOS) Accuracy
29
  type: accuracy
30
- value: 0.9398441366
31
  - task:
32
  name: POS
33
  type: token-classification
34
  metrics:
35
  - name: POS (UPOS) Accuracy
36
  type: accuracy
37
- value: 0.9744644193
38
  - task:
39
  name: MORPH
40
  type: token-classification
41
  metrics:
42
  - name: Morph (UFeats) Accuracy
43
  type: accuracy
44
- value: 0.9273879987
45
  - task:
46
  name: LEMMA
47
  type: token-classification
48
  metrics:
49
  - name: Lemma Accuracy
50
  type: accuracy
51
- value: 0.9460578349
52
  - task:
53
  name: UNLABELED_DEPENDENCIES
54
  type: token-classification
55
  metrics:
56
  - name: Unlabeled Attachment Score (UAS)
57
  type: f_score
58
- value: 0.8338847218
59
  - task:
60
  name: LABELED_DEPENDENCIES
61
  type: token-classification
62
  metrics:
63
  - name: Labeled Attachment Score (LAS)
64
  type: f_score
65
- value: 0.7757783938
66
  - task:
67
  name: SENTS
68
  type: token-classification
69
  metrics:
70
  - name: Sentences F-Score
71
  type: f_score
72
- value: 0.9297789337
73
  ---
74
  | Feature | Description |
75
  | --- | --- |
76
  | **Name** | `la_core_web_lg` |
77
- | **Version** | `3.5.3` |
78
- | **spaCy** | `>=3.5.3,<3.6.0` |
79
  | **Default Pipeline** | `normer`, `tok2vec`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lemma_fixer`, `ner` |
80
  | **Components** | `senter`, `normer`, `tok2vec`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lemma_fixer`, `ner` |
81
  | **Vectors** | -1 keys, 200000 unique vectors (300 dimensions) |
@@ -102,22 +102,22 @@ model-index:
102
 
103
  | Type | Score |
104
  | --- | --- |
105
- | `ENTS_F` | 90.81 |
106
- | `ENTS_P` | 87.61 |
107
- | `ENTS_R` | 94.24 |
108
- | `NER_LOSS` | 3678.58 |
109
- | `NER_TOK2VEC_LOSS` | 367.80 |
110
- | `SENTS_F` | 92.98 |
111
- | `SENTS_P` | 91.88 |
112
- | `SENTS_R` | 94.10 |
113
- | `TAG_ACC` | 93.98 |
114
- | `POS_ACC` | 97.45 |
115
- | `MORPH_ACC` | 92.74 |
116
- | `LEMMA_ACC` | 94.61 |
117
- | `DEP_UAS` | 83.39 |
118
- | `DEP_LAS` | 77.58 |
119
- | `TOK2VEC_LOSS` | 8866427.14 |
120
- | `TAGGER_LOSS` | 843356.21 |
121
- | `MORPHOLOGIZER_LOSS` | 1880822.56 |
122
- | `TRAINABLE_LEMMATIZER_LOSS` | 739522.22 |
123
- | `PARSER_LOSS` | 6549783.44 |
 
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
+ value: 0.8514605345
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  - name: NER Recall
19
  type: recall
20
+ value: 0.8909120468
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  - name: NER F Score
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  type: f_score
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+ value: 0.870739652
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  - task:
25
  name: TAG
26
  type: token-classification
27
  metrics:
28
  - name: TAG (XPOS) Accuracy
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  type: accuracy
30
+ value: 0.9401825693
31
  - task:
32
  name: POS
33
  type: token-classification
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  metrics:
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  - name: POS (UPOS) Accuracy
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  type: accuracy
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+ value: 0.9731429254
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  - task:
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  name: MORPH
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  type: token-classification
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  metrics:
42
  - name: Morph (UFeats) Accuracy
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  type: accuracy
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+ value: 0.9263221764
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  - task:
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  name: LEMMA
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  type: token-classification
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  metrics:
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  - name: Lemma Accuracy
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  type: accuracy
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+ value: 0.9449943771
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  - task:
53
  name: UNLABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
56
  - name: Unlabeled Attachment Score (UAS)
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  type: f_score
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+ value: 0.8351146889
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  - task:
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  name: LABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - name: Labeled Attachment Score (LAS)
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  type: f_score
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+ value: 0.7773707542
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  - task:
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  name: SENTS
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  type: token-classification
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  metrics:
70
  - name: Sentences F-Score
71
  type: f_score
72
+ value: 0.9350168717
73
  ---
74
  | Feature | Description |
75
  | --- | --- |
76
  | **Name** | `la_core_web_lg` |
77
+ | **Version** | `3.6.0` |
78
+ | **spaCy** | `>=3.6.0,<3.7.0` |
79
  | **Default Pipeline** | `normer`, `tok2vec`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lemma_fixer`, `ner` |
80
  | **Components** | `senter`, `normer`, `tok2vec`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser`, `lemma_fixer`, `ner` |
81
  | **Vectors** | -1 keys, 200000 unique vectors (300 dimensions) |
 
102
 
103
  | Type | Score |
104
  | --- | --- |
105
+ | `ENTS_F` | 87.07 |
106
+ | `ENTS_P` | 85.15 |
107
+ | `ENTS_R` | 89.09 |
108
+ | `NER_LOSS` | 3678.22 |
109
+ | `NER_TOK2VEC_LOSS` | 465.61 |
110
+ | `SENTS_F` | 93.50 |
111
+ | `SENTS_P` | 92.80 |
112
+ | `SENTS_R` | 94.21 |
113
+ | `TAG_ACC` | 94.02 |
114
+ | `POS_ACC` | 97.31 |
115
+ | `MORPH_ACC` | 92.63 |
116
+ | `LEMMA_ACC` | 94.50 |
117
+ | `DEP_UAS` | 83.51 |
118
+ | `DEP_LAS` | 77.74 |
119
+ | `TOK2VEC_LOSS` | 8559554.71 |
120
+ | `TAGGER_LOSS` | 847388.50 |
121
+ | `MORPHOLOGIZER_LOSS` | 1931285.22 |
122
+ | `TRAINABLE_LEMMATIZER_LOSS` | 775486.73 |
123
+ | `PARSER_LOSS` | 6630748.88 |
config.cfg CHANGED
@@ -1,7 +1,7 @@
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  [paths]
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  train = null
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  dev = null
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- vectors = "training/model-best"
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  init_tok2vec = null
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  [system]
@@ -26,6 +26,7 @@ factory = "lemma_fixer"
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  [components.morphologizer]
27
  factory = "morphologizer"
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  extend = false
 
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  overwrite = true
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  scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
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@@ -125,6 +126,7 @@ maxout_pieces = 2
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126
  [components.tagger]
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  factory = "tagger"
 
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  neg_prefix = "!"
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  overwrite = false
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  scorer = {"@scorers":"spacy.tagger_scorer.v1"}
 
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  [paths]
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  train = null
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  dev = null
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+ vectors = "training/lg/model-best"
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  init_tok2vec = null
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  [system]
 
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  [components.morphologizer]
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  factory = "morphologizer"
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  extend = false
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+ label_smoothing = 0.0
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  overwrite = true
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  scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
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126
 
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  [components.tagger]
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  factory = "tagger"
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+ label_smoothing = 0.0
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  neg_prefix = "!"
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  overwrite = false
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  scorer = {"@scorers":"spacy.tagger_scorer.v1"}
la_core_web_lg-any-py3-none-any.whl CHANGED
@@ -1,3 +1,3 @@
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meta.json CHANGED
@@ -1,14 +1,14 @@
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  {
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  "lang":"la",
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  "name":"core_web_lg",
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- "version":"3.5.3",
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  "description":"",
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  "author":"Patrick J. Burns; with Nora Bernhardt [ner], Tim Geelhaar [tagger, morphologizer, parser, ner], Vincent Koch [ner]",
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  "email":"pjb311@nyu.edu",
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  "url":"https://diyclassics.github.io/",
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  "license":"MIT",
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- "spacy_git_version":"512241e12",
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  "vectors":{
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  "width":300,
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