164 citations · 488 across the 38 of their papers we have counts for
4 papers · 1 filter
Leveraging Recurrent Neural Networks for Multimodal Recognition of Social Norm Violation in Dialog
Tiancheng Zhao, Ran Zhao, Zhao Meng +1
Social norms are shared rules that govern and facilitate social interaction. Violating such social norms via teasing and insults may serve to upend power imbalances or, on the cont…
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…
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…
Algorithms for Batch Hierarchical Reinforcement Learning
Tiancheng Zhao, Mohammad Gowayyed
Hierarchical Reinforcement Learning (HRL) exploits temporal abstraction to solve large Markov Decision Processes (MDP) and provide transferable subtask policies. In this paper, we…