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dominguesm
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pt_core_news_trf

Token Classification
spaCy
Portuguese
Eval Results
Model card Files Community
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  1. README.md +10 -15
README.md CHANGED
@@ -13,13 +13,13 @@ 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: 0.0
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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:
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  name: TAG
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  type: token-classification
@@ -78,9 +78,9 @@ model-index:
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  | **Default Pipeline** | `transformer`, `ner`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser` |
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  | **Components** | `transformer`, `ner`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser` |
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  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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- | **Sources** | n/a |
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- | **License** | n/a |
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- | **Author** | [n/a]() |
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  ### Label Scheme
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@@ -101,9 +101,9 @@ model-index:
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  | Type | Score |
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  | --- | --- |
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- | `ENTS_F` | 0.00 |
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- | `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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  | `TAG_ACC` | 97.82 |
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  | `POS_ACC` | 97.81 |
@@ -113,9 +113,4 @@ model-index:
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  | `DEP_LAS` | 89.66 |
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  | `SENTS_P` | 93.49 |
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  | `SENTS_R` | 94.28 |
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- | `SENTS_F` | 93.88 |
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- | `TRANSFORMER_LOSS` | 1491179.25 |
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- | `TAGGER_LOSS` | 34267.19 |
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- | `MORPHOLOGIZER_LOSS` | 262113.50 |
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- | `TRAINABLE_LEMMATIZER_LOSS` | 174370.37 |
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- | `PARSER_LOSS` | 1578298.30 |
 
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  metrics:
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  - name: NER Precision
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  type: precision
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+ value: 0.9274830806
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  - name: NER Recall
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  type: recall
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+ value: 0.9293805645
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  - name: NER F Score
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  type: f_score
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+ value: 0.9284308531
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  - task:
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  name: TAG
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  type: token-classification
 
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  | **Default Pipeline** | `transformer`, `ner`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser` |
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  | **Components** | `transformer`, `ner`, `tagger`, `morphologizer`, `trainable_lemmatizer`, `parser` |
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  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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+ | **Sources** | [UD Portuguese Bosque v2.8](https://github.com/UniversalDependencies/UD_Portuguese-Bosque) (Rademaker, Alexandre; Freitas, Cláudia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mareček, David; Silveira, Natalia; Martins, André)<br />[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) |
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+ | **License** | `CC BY-SA 4.0` |
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+ | **Author** | [Maicon Domingues](http://nlp.rocks) |
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  ### Label Scheme
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  | Type | Score |
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  | --- | --- |
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+ | `ENTS_F` | 92.84 |
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+ | `ENTS_P` | 92.75 |
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+ | `ENTS_R` | 92.94 |
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  | `ENTS_PER_TYPE` | 0.00 |
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  | `TAG_ACC` | 97.82 |
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  | `POS_ACC` | 97.81 |
 
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  | `DEP_LAS` | 89.66 |
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  | `SENTS_P` | 93.49 |
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  | `SENTS_R` | 94.28 |
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+ | `SENTS_F` | 93.88 |