End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions

no code implementations • 15 Nov 2023 • Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li

End-to-end task-oriented dialogue (EToD) can directly generate responses in an end-to-end fashion without modular training, which attracts escalating popularity.

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding

no code implementations • 9 Apr 2023 • Wenbo Pan, Qiguang Chen, Xiao Xu, Wanxiang Che, Libo Qin

Zero-shot dialogue understanding aims to enable dialogue to track the user's needs without any training data, which has gained increasing attention.

Dialogue State Tracking slot-filling +2