19 citations · 40 across the 13 of their papers we have counts for
3 papers · 1 filter
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation
Jiahuan Pei, Pengjie Ren, Christof Monz +1
Dialogue response generation (DRG) is a critical component of task-oriented dialogue systems (TDSs). Its purpose is to generate proper natural language responses given some context…
A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts
Jiahuan Pei, Pengjie Ren, Maarten de Rijke
End-to-end Task-oriented Dialogue Systems (TDSs) have attracted a lot of attention for their superiority (e.g., in terms of global optimization) over pipeline modularized TDSs. Pre…
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection
Jiahuan Pei, Arent Stienstra, Julia Kiseleva +1
Dialogue response selection is an important part of Task-oriented Dialogue Systems (TDSs); it aims to predict an appropriate response given a dialogue context. Obtaining key inform…