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Encoder-Decoder zero shot domain (skill), intent, and entity tagging NLU model with a zero-shot NLG for generating voice assistant responses. All in one!

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nlu-engine

Encoder-Decoder zero shot domain (skill), intent, and entity tagging NLU model. This is a work in progress. Once it works really well, this repo will be moved to a Secret Sauce AI repo.

TODO

  • Refactor data_preprocessing.py for other datasets and generalize
  • Refactor data_preprocessing.py and trainer.py for domain/intent tagging
  • Refactor project structure to be more modular

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Encoder-Decoder zero shot domain (skill), intent, and entity tagging NLU model with a zero-shot NLG for generating voice assistant responses. All in one!

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  • Jupyter Notebook 79.7%
  • Python 20.3%