164 citations · 515 across the 28 of their papers we have counts for
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cs.AI2016★ 1 cited
DialPort: Connecting the Spoken Dialog Research Community to Real User Data
Tiancheng Zhao, Kyusong Lee, Maxine Eskenazi
This paper describes a new spoken dialog portal that connects systems produced by the spoken dialog academic research community and gives them access to real users. We introduce a…
cs.AI2016★ 127 cited
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning
Tiancheng Zhao, Maxine Eskenazi
This paper presents an end-to-end framework for task-oriented dialog systems using a variant of Deep Recurrent Q-Networks (DRQN). The model is able to interface with a relational d…