Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking. - QiXiang Gao; Guanting Dong; Yutao Mou; Liwen Wang; Chen Zeng; Daichi Guo; Mingyang Sun; Weiran Xu (EMNLP, 2022)

Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold. - Yanan Wu; Keqing He 001; Yuanmeng Yan; QiXiang Gao; Zhiyuan Zeng 002; Fujia Zheng; Lulu Zhao; Huixing Jiang; Wei Wu 014; Weiran Xu (NAACL-HLT, 2022)

Value type: the bridge to a better DST model. - QiXiang Gao; Mingyang Sun; Yutao Mou; Chen Zeng; Weiran Xu (ACL (Findings), 2023)

A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Named Entity Recognition. - Guanting Dong; Zechen Wang; Liwen Wang; Daichi Guo; Dayuan Fu; Yuxiang Wu; Chen Zeng; Xuefeng Li 002; Tingfeng Hui; Keqing He 001; Xinyue Cui; QiXiang Gao; et al. (ICASSP, 2023)

Improving Few-Shot Performance of DST Model Through Multitask to Better Serve Language-Impaired People. - Mingyang Sun; QiXiang Gao; Yutao Mou; Guanting Dong; Ruifang Liu; Wenbin Guo (ICASSP Workshops, 2023)