PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection

1 code implementation • 31 Oct 2023 • Tao Yang, Tianyuan Shi, Fanqi Wan, Xiaojun Quan, Qifan Wang, Bingzhe Wu, Jiaxiang Wu

Drawing inspiration from Psychological Questionnaires, which are carefully designed by psychologists to evaluate individual personality traits through a series of targeted items, we argue that these items can be regarded as a collection of well-structured chain-of-thought (CoT) processes.

Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems

no code implementations • 23 Oct 2023 • Tianyuan Shi, Liangzhi Li, Zijian Lin, Tao Yang, Xiaojun Quan, Qifan Wang

Efficient knowledge retrieval plays a pivotal role in ensuring the success of end-to-end task-oriented dialogue systems by facilitating the selection of relevant information necessary to fulfill user requests.

Open-Domain Question Answering Response Generation +2