no code implementations • NAACL 2022 • Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen
Existing personalized dialogue systems have tried to extract user profiles from dialogue history to guide personalized response generation.
1 code implementation • 20 Aug 2021 • Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, Ji-Rong Wen
Specifically, leveraging the benefits of Transformer on language understanding, we train a personalized language model to construct a general user profile from the user's historical responses.
2 code implementations • 28 Sep 2020 • Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen
This enables the development of personalized dialogue models that directly learn implicit user personality from the user's dialogue history.