no code implementations • Findings (ACL) 2021 • Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu
However, dialogue language understanding contains two closely related tasks, i. e., intent detection and slot filling, and often benefits from jointly learning the two tasks.
no code implementations • 11 Oct 2020 • Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu
In this paper, we study the few-shot multi-label classification for user intent detection.
3 code implementations • 17 Sep 2020 • Yutai Hou, Jiafeng Mao, Yongkui Lai, Cheng Chen, Wanxiang Che, Zhigang Chen, Ting Liu
In this paper, we present FewJoint, a novel Few-Shot Learning benchmark for NLP.
2 code implementations • ACL 2020 • Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu
In this paper, we explore the slot tagging with only a few labeled support sentences (a. k. a.