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spaCy plugin for Transformers, Udify, Elmo, etc.

Project description

Camphr - spaCy plugin for Transformers, Udify, Elmo, etc.

Documentation Status Gitter PyPI version

Camphr is a Natural Language Processing library that helps in seamless integration for a wide variety of techniques from state-of-the-art to conventional ones. You can use Transformers , Udify, ELmo, etc. on spaCy.

Check the documentation for more information.

(For Japanese: https://qiita.com/tamurahey/items/53a1902625ccaac1bb2f)

Features

  • A spaCy plugin - Easily integration for a wide variety of methods
  • Transformers with spaCy - Fine-tuning pretrained model configured by Hydra. Embedding vector
  • Udify - BERT based multitask model in 75 languages
  • Elmo - Deep contextualized word representations
  • Rule base matching with Aho-Corasick, Regex
  • (for Japanese) KNP

License

Camphr is licensed under Apache 2.0.

Project details


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