DialogSystem

대화시스템 관련 자료 모음

Tutorials

• Dialog Systems and Chatbots - PDF 책
  • Stanford University의 Daniel Jurafsky 교수가 작성중인 Speech and Language Processing 책의 Chapter.24 3rd ed. 초고
• Advanced Dialog Systems - PDF 책
  • Stanford University의 Daniel Jurafsky 교수가 작성중인 Speech and Language Processing 책의 Chapter.25 3rd ed. 초고

Papers

• DialPort: Connecting the Spoken Dialog Research Community to Real User Data (2016.06)
• Multi-Domain Dialogue Management Using Hierarchical Policies and Knowledge Ontology (2016.04)

RL 기반 Dialog Management

• The Hidden Agenda User Simulation Model (2009.05)
• A User Simulator for Task-Completion Dialogues (2016.12)

End-to-end

• A Network-based End-to-End Trainable Task-oriented Dialogue System (2016.04) - Tsung-Hsien Wen et al.
• Learning End-to-End Goal-Oriented Dialog (2016.05) - Antoine Bordes et al.
• Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning (2017.02) - Jason D. Williams et al.
• End-to-End Task-Completion Neural Dialogue Systems (2017.03) - Xiujun Li et al.
  • github : https://github.com/MiuLab/TC-Bot

Challenges

• End-To-End Task-Completion Dialogue Challenge
  • SLT 2018 Special Session - Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems