Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System. - Yanan Wu; Zhiyuan Zeng 002; Keqing He 001; Hong Xu 009; Yuanmeng Yan; Huixing Jiang; Weiran Xu (ACL/IJCNLP (1), 2021)

Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning. - Zhiyuan Zeng 002; Keqing He 001; Yuanmeng Yan; Zijun Liu; Yanan Wu; Hong Xu 009; Huixing Jiang; Weiran Xu (ACL/IJCNLP (2), 2021)

Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization. - Zhiyuan Zeng 002; Jiaze Chen; Weiran Xu; Lei Li 005 (EMNLP (1), 2021)

Hierarchical Speaker-Aware Sequence-to-Sequence Model for Dialogue Summarization. - Yuejie Lei; Yuanmeng Yan; Zhiyuan Zeng 002; Keqing He 001; Ximing Zhang; Weiran Xu (ICASSP, 2021)

Adversarial Generative Distance-Based Classifier for Robust Out-of-Domain Detection. - Zhiyuan Zeng 002; Hong Xu 009; Keqing He 001; Yuanmeng Yan; Sihong Liu; Zijun Liu; Weiran Xu (ICASSP, 2021)

Adversarial Self-Supervised Learning for Out-of-Domain Detection. - Zhiyuan Zeng 002; Keqing He 001; Yuanmeng Yan; Hong Xu 009; Weiran Xu (NAACL-HLT, 2021)

Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning. - Yutao Mou; Keqing He 001; Yanan Wu; Zhiyuan Zeng 002; Hong Xu 009; Huixing Jiang; Wei Wu 014; Weiran Xu (ACL (2), 2022)

Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation. - Yanan Wu; Zhiyuan Zeng 002; Keqing He 001; Yutao Mou; Pei Wang; Weiran Xu (COLING, 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)

Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning. - Yanan Wu; Zhiyuan Zeng 002; Keqing He 001; Yutao Mou; Pei Wang; Yuanmeng Yan; Weiran Xu (CoRR, 2022)