UniRQR: A Unified Model for Retrieval Decision, Query, and Response Generation in Internet-Based Knowledge Dialogue Systems

no code implementations • 11 Jan 2024 • Zhongtian Hu, Yangqi Chen, Meng Zhao, Ronghan Li, Lifang Wang

However, many of studies assumed that all conversations require external knowledge to continue, neglecting the critical step of determining when retrieval is necessary.

Multi-Task Learning Response Generation +1

Dynamically Retrieving Knowledge via Query Generation for Informative Dialogue Generation

no code implementations • 30 Jul 2022 • Zhongtian Hu, Lifang Wang, Yangqi Chen, Yushuang Liu, Ronghan Li, Meng Zhao, Xinyu Lu, Zejun Jiang

To solve this problem, we design a knowledge-driven dialog system named DRKQG (Dynamically Retrieving Knowledge via Query Generation for informative dialog response).

Dialogue Generation Response Generation