QiXiang Gao

Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold

Zhiyuan Zeng, Weiran Xu, Huixing Jiang, 2022, NAACL.

Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking

Mingyang Sun, Weiran Xu, Guanting Dong, 2022, EMNLP.

Improving Few-Shot Performance of DST Model Through Multitask to Better Serve Language-Impaired People

Mingyang Sun, Wenbin Guo, Guanting Dong, 2023, 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW).

A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Name Entity Recognition

Yuxiang Wu, Weiran Xu, Guanting Dong, 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).