Hongshen Chen

Hierarchical Variational Memory Network for Dialogue Generation

2018

Dialogue systems help various real applications interact with humans in an intelligent natural way. In dialogue systems, the task of dialogue generation aims to generate utterances given previous utterances as contexts. Among various spectrums of …

Knowledge Diffusion for Neural Dialogue Generation

2018

End-to-end neural dialogue generation has shown promising results recently, but it does not employ knowledge to guide the generation and hence tends to generate short, general, and meaningless responses. In this paper, we propose a …

A Survey on Dialogue Systems

2017 · ACM SIGKDD Explorations Newsletter

Dialogue systems have attracted more and more attention. Recent advances on dialogue systems are overwhelmingly contributed by deep learning techniques, which have been employed to enhance a wide range of big data applications such as …