Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)
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README.md

Neural Network Dialog System Papers

A list of papers about creating dialog systems using deep nets! Please feel free to add an issue or pull request for missing papers.

Bookmarks

  • Task Bots
    • General
    • Multidomain & Domain Adaptation
    • User Simulator
    • Reinforcement Learning and Adversarial
  • Chat Bots
    • General
    • Retrieval Methods
    • Rich Dialog Context
    • Diversity
    • Inteprebility

Task Bots

General

Multidomain & Domain Adaptation

User Simulator

Reinforcement Learning and Adversarial

Chat Bots

General

Retrieval Methods

Rich Dialog Context

Some of the models are evaluated at CNN/Daily Mail and Children's Book Test (CBT) corpora.

Diversity

Inteprebility