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  type: f_score
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  value: 0.9011225055
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  ---
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- English transformer pipeline based on en_core_web_trf plus an entity recognizer based on the ESCO taxonomy. (Transformer(name='roberta-base', piece_encoder='byte-bpe', stride=104, type='roberta', width=768, window=144, vocab_size=50265)). Components: transformer, tagger, parser, ner, attribute_ruler, lemmatizer.
 
 
 
 
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  | Feature | Description |
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  | --- | --- |
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  | **Default Pipeline** | `transformer`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner`, `entity_ruler` |
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  | **Components** | `transformer`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner`, `entity_ruler` |
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  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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- | **Sources** | [OntoNotes 5](https://catalog.ldc.upenn.edu/LDC2013T19) (Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston)<br>[ClearNLP Constituent-to-Dependency Conversion](https://github.com/clir/clearnlp-guidelines/blob/master/md/components/dependency_conversion.md) (Emory University)<br>[WordNet 3.0](https://wordnet.princeton.edu/) (Princeton University)<br>[roberta-base](https://github.com/pytorch/fairseq/tree/master/examples/roberta) (Yinhan Liu and Myle Ott and Naman Goyal and Jingfei Du and Mandar Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke Zettlemoyer and Veselin Stoyanov) |
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  | **License** | `MIT` |
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  | **Author** | [[email protected]](https://github.com/par-tec/esco-playground) |
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  type: f_score
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  value: 0.9011225055
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  ---
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+ English transformer pipeline based on en_core_web_trf plus an entity ruler based on the ESCO taxonomy.
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+ Code is at https://github.com/par-tec/esco-playground
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+
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+ (Transformer(name='roberta-base', piece_encoder='byte-bpe', stride=104, type='roberta', width=768, window=144, vocab_size=50265)).
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+ Components: transformer, tagger, parser, ner, attribute_ruler, lemmatizer.
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  | Feature | Description |
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  | --- | --- |
 
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  | **Default Pipeline** | `transformer`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner`, `entity_ruler` |
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  | **Components** | `transformer`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner`, `entity_ruler` |
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  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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+ | **Sources** | https://github.com/par-tec/esco-playground |
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  | **License** | `MIT` |
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  | **Author** | [[email protected]](https://github.com/par-tec/esco-playground) |
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