Tensorflow Seq2Seq Chatbot

Requirements

• tensorflow r1.1

References

• Neural Machine Translation by Jointly Learning to Align and Translate
• Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
• A Neural Conversational Model
• A Hierarchical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion
• Attention with Intention for a Neural Network Conversation Model

Result

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

TODOs

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