1 code implementation • NAACL 2022 • Zhexin Zhang, Jiaxin Wen, Jian Guan, Minlie Huang
In this paper, we aim to control the protagonist’s persona in story generation, i. e., generating a story from a leading context and a persona description, where the protagonist should exhibit the specified personality through a coherent event sequence.
1 code implementation • 29 Nov 2022 • Jiaxin Wen, Yeshuang Zhu, Jinchao Zhang, Jie zhou, Minlie Huang
Recent studies have shown the impressive efficacy of counterfactually augmented data (CAD) for reducing NLU models' reliance on spurious features and improving their generalizability.
no code implementations • 21 Sep 2022 • Sahand Sabour, Wen Zhang, Xiyao Xiao, Yuwei Zhang, Yinhe Zheng, Jiaxin Wen, Jialu Zhao, Minlie Huang
In this study, we analyze the effectiveness of Emohaa in reducing symptoms of mental distress.
1 code implementation • 22 Apr 2022 • Zhexin Zhang, Jiaxin Wen, Jian Guan, Minlie Huang
Endowing the protagonist with a specific personality is essential for writing an engaging story.
1 code implementation • 17 Mar 2022 • Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Xiaoyan Zhu, Jie Tang, Minlie Huang
Large-scale pre-training has shown remarkable performance in building open-domain dialogue systems.
no code implementations • 26 Feb 2022 • Chujie Zheng, Sahand Sabour, Jiaxin Wen, Minlie Huang
Lastly, we demonstrate with interactive evaluation that AugESC can further enhance dialog models tuned on ESConv to handle various conversation topics and to provide significantly more effective emotional support.
2 code implementations • ACL 2021 • Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Hongguang Li, Weiran Nie, Cheng Li, Wei Peng, Minlie Huang
Most language understanding models in task-oriented dialog systems are trained on a small amount of annotated training data, and evaluated in a small set from the same distribution.