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Seq2Seq Chatbot with attention mechanism

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Tensorflow Seq2Seq Chatbot

Requirements

  • tensorflow r1.1

References

Result

This the result trained with 1400 movies and tv show subtitles around 1.4m sentences. Demo

TODOs

  • Anti-language model to suppress generic response
  • MMI-loss as objective function
  • Reinforcement Learning?

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Seq2Seq Chatbot with attention mechanism

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  • Python 100.0%