Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning

no code implementations • NAACL 2018 • Pararth Shah, Dilek Hakkani-T{\"u}r, Bing Liu, Gokhan T{\"u}r

End-to-end neural models show great promise towards building conversational agents that are trained from data and on-line experience using supervised and reinforcement learning.

Reinforcement Learning (RL)

Mining Search Query Logs for Spoken Language Understanding

no code implementations • WS 2012 • Dilek Hakkani-T{\"u}r, Gokhan T{\"u}r, Asli Celikyilmaz

Information Retrieval Slot Filling +2