Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System. - Yanan Wu 002; 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 002; Hong Xu 009; Huixing Jiang; Weiran Xu (ACL/IJCNLP (2), 2021)

Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack. - Liwen Wang 007; Yuanmeng Yan; Keqing He 001; Yanan Wu 002; Weiran Xu (NAACL-HLT, 2021)

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

Generalized Intent Discovery: Learning from Open World Dialogue System. - Yutao Mou; Keqing He 001; Yanan Wu 002; Pei Wang; Jingang Wang; Wei Wu 014; Yi Huang 017; Junlan Feng; Weiran Xu (COLING, 2022)

Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation. - Yanan Wu 002; Zhiyuan Zeng 002; Keqing He 001; Yutao Mou; Pei Wang; Weiran Xu (COLING, 2022)

Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery. - Yutao Mou; Keqing He 001; Pei Wang; Yanan Wu 002; Jingang Wang; Wei Wu 014; Weiran Xu (EMNLP, 2022)

UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning. - Yutao Mou; Pei Wang; Keqing He 001; Yanan Wu 002; Jingang Wang; Wei Wu 014; Weiran Xu (EMNLP, 2022)

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

Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization. - Lulu Zhao; Fujia Zheng; Weihao Zeng; Keqing He 001; Weiran Xu; Huixing Jiang; Wei Wu 014; Yanan Wu 002 (NAACL-HLT, 2022)

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

APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection. - Pei Wang; Keqing He 001; Yutao Mou; Xiaoshuai Song; Yanan Wu 002; Jingang Wang; Yunsen Xian; Xunliang Cai; Weiran Xu (EMNLP (Findings), 2023)