22 citations · 22 across the 1 of their papers we have counts for
2 papers
cs.CL2019★ 22 cited
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models
Tiancheng Zhao, Kaige Xie, Maxine Eskenazi
Defining action spaces for conversational agents and optimizing their decision-making process with reinforcement learning is an enduring challenge. Common practice has been to use…
cs.CL2018
Towards Universal Dialogue State Tracking
Liliang Ren, Kaige Xie, Lu Chen +1
Dialogue state tracking is the core part of a spoken dialogue system. It estimates the beliefs of possible user's goals at every dialogue turn. However, for most current approaches…