Jacobo commited on
Commit
311e656
1 Parent(s): f50fb7b

Update spaCy pipeline

Browse files
README.md CHANGED
@@ -13,70 +13,70 @@ model-index:
13
  metrics:
14
  - name: NER Precision
15
  type: precision
16
- value: 0.875
17
  - name: NER Recall
18
  type: recall
19
- value: 0.875
20
  - name: NER F Score
21
  type: f_score
22
- value: 0.875
23
  - task:
24
  name: TAG
25
  type: token-classification
26
  metrics:
27
  - name: TAG (XPOS) Accuracy
28
  type: accuracy
29
- value: 0.941681348
30
  - task:
31
  name: POS
32
  type: token-classification
33
  metrics:
34
  - name: POS (UPOS) Accuracy
35
  type: accuracy
36
- value: 0.9380674888
37
  - task:
38
  name: MORPH
39
  type: token-classification
40
  metrics:
41
  - name: Morph (UFeats) Accuracy
42
  type: accuracy
43
- value: 0.8942196923
44
  - task:
45
  name: LEMMA
46
  type: token-classification
47
  metrics:
48
  - name: Lemma Accuracy
49
  type: accuracy
50
- value: 0.977933371
51
  - task:
52
  name: UNLABELED_DEPENDENCIES
53
  type: token-classification
54
  metrics:
55
  - name: Unlabeled Attachment Score (UAS)
56
  type: f_score
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- value: 0.7388287538
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  - task:
59
  name: LABELED_DEPENDENCIES
60
  type: token-classification
61
  metrics:
62
  - name: Labeled Attachment Score (LAS)
63
  type: f_score
64
- value: 0.6687187768
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  - task:
66
  name: SENTS
67
  type: token-classification
68
  metrics:
69
  - name: Sentences F-Score
70
  type: f_score
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- value: 0.9674523008
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  ---
73
  | Feature | Description |
74
  | --- | --- |
75
  | **Name** | `grc_perseus_lg` |
76
- | **Version** | `3.7` |
77
- | **spaCy** | `>=3.7.2,<3.8.0` |
78
- | **Default Pipeline** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
79
- | **Components** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
80
  | **Vectors** | -1 keys, 200000 unique vectors (300 dimensions) |
81
  | **Sources** | n/a |
82
  | **License** | n/a |
@@ -100,21 +100,21 @@ model-index:
100
 
101
  | Type | Score |
102
  | --- | --- |
103
- | `POS_ACC` | 80.11 |
104
- | `MORPH_ACC` | 73.81 |
105
- | `TAG_ACC` | 77.35 |
106
- | `DEP_UAS` | 57.96 |
107
- | `DEP_LAS` | 48.29 |
108
- | `SENTS_P` | 93.34 |
109
- | `SENTS_R` | 94.99 |
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- | `SENTS_F` | 94.16 |
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- | `LEMMA_ACC` | 97.79 |
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  | `ENTS_F` | 0.00 |
113
  | `ENTS_P` | 0.00 |
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  | `ENTS_R` | 0.00 |
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  | `ENTS_PER_TYPE` | 0.00 |
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- | `TOK2VEC_LOSS` | 93374817.63 |
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- | `MORPHOLOGIZER_LOSS` | 8367939.30 |
118
- | `TAGGER_LOSS` | 7207426.33 |
119
- | `PARSER_LOSS` | 11832133.93 |
120
  | `NER_LOSS` | 0.00 |
 
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  metrics:
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  - name: NER Precision
15
  type: precision
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+ value: 0.0
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  - name: NER Recall
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  type: recall
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+ value: 0.0
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  - name: NER F Score
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  type: f_score
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+ value: 0.0
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  - task:
24
  name: TAG
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  type: token-classification
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  metrics:
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  - name: TAG (XPOS) Accuracy
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  type: accuracy
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+ value: 0.7722642575
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  - task:
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  name: POS
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  type: token-classification
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  metrics:
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  - name: POS (UPOS) Accuracy
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  type: accuracy
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+ value: 0.7983014862
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  - task:
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  name: MORPH
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  type: token-classification
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  metrics:
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  - name: Morph (UFeats) Accuracy
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  type: accuracy
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+ value: 0.7394741597
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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: 0.9766685488
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  - task:
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  name: UNLABELED_DEPENDENCIES
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  type: token-classification
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  metrics:
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  - name: Unlabeled Attachment Score (UAS)
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  type: f_score
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+ value: 0.5785607915
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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: 0.4840101971
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  - task:
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  name: SENTS
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  type: token-classification
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  metrics:
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  - name: Sentences F-Score
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  type: f_score
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+ value: 0.941991342
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  ---
73
  | Feature | Description |
74
  | --- | --- |
75
  | **Name** | `grc_perseus_lg` |
76
+ | **Version** | `3.7.5` |
77
+ | **spaCy** | `>=3.7.5,<3.8.0` |
78
+ | **Default Pipeline** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `ner`, `attribute_ruler` |
79
+ | **Components** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `ner`, `attribute_ruler` |
80
  | **Vectors** | -1 keys, 200000 unique vectors (300 dimensions) |
81
  | **Sources** | n/a |
82
  | **License** | n/a |
 
100
 
101
  | Type | Score |
102
  | --- | --- |
103
+ | `POS_ACC` | 79.83 |
104
+ | `MORPH_ACC` | 73.95 |
105
+ | `TAG_ACC` | 77.23 |
106
+ | `DEP_UAS` | 57.86 |
107
+ | `DEP_LAS` | 48.40 |
108
+ | `SENTS_P` | 92.75 |
109
+ | `SENTS_R` | 95.69 |
110
+ | `SENTS_F` | 94.20 |
111
+ | `LEMMA_ACC` | 97.67 |
112
  | `ENTS_F` | 0.00 |
113
  | `ENTS_P` | 0.00 |
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  | `ENTS_R` | 0.00 |
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  | `ENTS_PER_TYPE` | 0.00 |
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+ | `TOK2VEC_LOSS` | 474361054.54 |
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+ | `MORPHOLOGIZER_LOSS` | 41731347.69 |
118
+ | `TAGGER_LOSS` | 35952390.56 |
119
+ | `PARSER_LOSS` | 59028447.37 |
120
  | `NER_LOSS` | 0.00 |
config.cfg CHANGED
@@ -1,6 +1,6 @@
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  [paths]
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- train = "corpus/ud/perseus/train"
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- dev = "corpus/ud/perseus/dev"
4
  vectors = "vectors/large"
5
  init_tok2vec = "data/pretrained_weights/model32.bin"
6
  raw_text = "raw_text"
@@ -11,7 +11,7 @@ seed = 0
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  [nlp]
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  lang = "grc"
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- pipeline = ["tok2vec","morphologizer","tagger","parser","lemmatizer","attribute_ruler","ner"]
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  batch_size = 128
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  disabled = []
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  before_creation = null
@@ -180,7 +180,7 @@ accumulate_gradient = 1
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  patience = 5000
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  max_epochs = 0
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  max_steps = 20000
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- eval_frequency = 200
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  frozen_components = ["lemmatizer"]
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  annotating_components = []
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  before_to_disk = null
 
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  [paths]
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+ train = "corpus/train/grc_perseus-ud-train.spacy"
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+ dev = "corpus/dev/grc_perseus-ud-dev.spacy"
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  vectors = "vectors/large"
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  init_tok2vec = "data/pretrained_weights/model32.bin"
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  raw_text = "raw_text"
 
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  [nlp]
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  lang = "grc"
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+ pipeline = ["tok2vec","morphologizer","tagger","parser","lemmatizer","ner","attribute_ruler"]
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  batch_size = 128
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  disabled = []
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  before_creation = null
 
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  patience = 5000
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  max_epochs = 0
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  max_steps = 20000
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+ eval_frequency = 1000
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  frozen_components = ["lemmatizer"]
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  annotating_components = []
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  before_to_disk = null
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meta.json CHANGED
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