adrianeboyd
commited on
Commit
•
c7809db
1
Parent(s):
e7d8634
Update spaCy pipeline
Browse files- README.md +26 -26
- accuracy.json +180 -180
- config.cfg +5 -4
- de_core_news_lg-any-py3-none-any.whl +2 -2
- lemmatizer/model +1 -1
- meta.json +183 -183
- morphologizer/model +1 -1
- ner/model +2 -2
- parser/model +1 -1
- senter/model +1 -1
- tagger/model +1 -1
- tok2vec/model +2 -2
- tokenizer +1 -1
- vocab/strings.json +2 -2
README.md
CHANGED
@@ -14,62 +14,62 @@ model-index:
|
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metrics:
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- name: NER Precision
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type: precision
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-
value: 0.
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- name: NER Recall
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type: recall
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-
value: 0.
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- name: NER F Score
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type: f_score
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-
value: 0.
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- task:
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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---
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### Details: https://spacy.io/models/de#de_core_news_lg
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@@ -78,8 +78,8 @@ German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, p
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| Feature | Description |
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| --- | --- |
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| **Name** | `de_core_news_lg` |
|
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-
| **Version** | `3.
|
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-
| **spaCy** | `>=3.
|
83 |
| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
|
84 |
| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
|
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| **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
|
@@ -106,22 +106,22 @@ German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, p
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| Type | Score |
|
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| --- | --- |
|
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-
| `TOKEN_ACC` | 99.
|
110 |
| `TOKEN_P` | 99.92 |
|
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| `TOKEN_R` | 99.90 |
|
112 |
| `TOKEN_F` | 99.91 |
|
113 |
-
| `TAG_ACC` |
|
114 |
-
| `POS_ACC` | 98.
|
115 |
-
| `MORPH_ACC` | 92.
|
116 |
-
| `MORPH_MICRO_P` | 96.
|
117 |
-
| `MORPH_MICRO_R` |
|
118 |
-
| `MORPH_MICRO_F` | 96.
|
119 |
-
| `SENTS_P` | 95.
|
120 |
-
| `SENTS_R` | 96.
|
121 |
-
| `SENTS_F` | 95.
|
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| `DEP_UAS` | 92.66 |
|
123 |
| `DEP_LAS` | 90.78 |
|
124 |
-
| `LEMMA_ACC` | 97.
|
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-
| `ENTS_P` | 85.
|
126 |
-
| `ENTS_R` | 84.
|
127 |
-
| `ENTS_F` | 84.
|
|
|
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metrics:
|
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- name: NER Precision
|
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type: precision
|
17 |
+
value: 0.8527131783
|
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- name: NER Recall
|
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type: recall
|
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+
value: 0.844401557
|
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- name: NER F Score
|
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type: f_score
|
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+
value: 0.8485370145
|
24 |
- task:
|
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name: TAG
|
26 |
type: token-classification
|
27 |
metrics:
|
28 |
- name: TAG (XPOS) Accuracy
|
29 |
type: accuracy
|
30 |
+
value: 0.9795559667
|
31 |
- task:
|
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name: POS
|
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type: token-classification
|
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metrics:
|
35 |
- name: POS (UPOS) Accuracy
|
36 |
type: accuracy
|
37 |
+
value: 0.9841217399
|
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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
|
44 |
+
value: 0.9205894013
|
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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: 0.9790945371
|
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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: 0.9265658098
|
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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: 0.9078030166
|
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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: 0.9541230945
|
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---
|
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### Details: https://spacy.io/models/de#de_core_news_lg
|
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|
|
|
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| Feature | Description |
|
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| --- | --- |
|
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| **Name** | `de_core_news_lg` |
|
81 |
+
| **Version** | `3.5.0` |
|
82 |
+
| **spaCy** | `>=3.5.0,<3.6.0` |
|
83 |
| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
|
84 |
| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
|
85 |
| **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
|
|
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|
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| Type | Score |
|
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| --- | --- |
|
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+
| `TOKEN_ACC` | 99.96 |
|
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| `TOKEN_P` | 99.92 |
|
111 |
| `TOKEN_R` | 99.90 |
|
112 |
| `TOKEN_F` | 99.91 |
|
113 |
+
| `TAG_ACC` | 97.96 |
|
114 |
+
| `POS_ACC` | 98.41 |
|
115 |
+
| `MORPH_ACC` | 92.06 |
|
116 |
+
| `MORPH_MICRO_P` | 96.01 |
|
117 |
+
| `MORPH_MICRO_R` | 95.99 |
|
118 |
+
| `MORPH_MICRO_F` | 96.00 |
|
119 |
+
| `SENTS_P` | 95.18 |
|
120 |
+
| `SENTS_R` | 96.48 |
|
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+
| `SENTS_F` | 95.41 |
|
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| `DEP_UAS` | 92.66 |
|
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| `DEP_LAS` | 90.78 |
|
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+
| `LEMMA_ACC` | 97.91 |
|
125 |
+
| `ENTS_P` | 85.27 |
|
126 |
+
| `ENTS_R` | 84.44 |
|
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+
| `ENTS_F` | 84.85 |
|
accuracy.json
CHANGED
@@ -1,64 +1,64 @@
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{
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@@ -66,207 +66,207 @@
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@@ -278,41 +278,41 @@
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config.cfg
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@@ -81,8 +81,8 @@ nO = null
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|
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[components.ner.model.tok2vec.embed]
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vocab/strings.json
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