Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge. - Keqing He 001; Yuanmeng Yan; Weiran Xu (ACL, 2020)

Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack. - Keqing He 001; Jinchao Zhang 001; Yuanmeng Yan; Weiran Xu; Cheng Niu; Jie Zhou 016 (COLING, 2020)

A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space. - Hong Xu 009; Keqing He 001; Yuanmeng Yan; Sihong Liu; Zijun Liu; Weiran Xu (COLING, 2020)

Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots. - Yuanmeng Yan; Keqing He 001; Hong Xu 009; Sihong Liu; Fanyu Meng; Min Hu; Weiran Xu (EMNLP (1), 2020)

Adversarial Cross-Lingual Transfer Learning for Slot Tagging of Low-Resource Languages. - Keqing He 001; Yuanmeng Yan; Weiran Xu (IJCNN, 2020)

Learning Label-Relational Output Structure for Adaptive Sequence Labeling. - Keqing He 001; Yuanmeng Yan; Hong Xu 009; Sihong Liu; Zijun Liu; Weiran Xu (IJCNN, 2020)

Multi-Level Cross-Lingual Transfer Learning With Language Shared and Specific Knowledge for Spoken Language Understanding. - Keqing He 001; Weiran Xu; Yuanmeng Yan (IEEE Access, 2020)

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)

ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer. - Yuanmeng Yan; Rumei Li; Sirui Wang; Fuzheng Zhang; Wei Wu 014; 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)

A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization. - Yuejie Lei; Fujia Zheng; Yuanmeng Yan; Keqing He 001; Weiran Xu (EMNLP (Findings), 2021)

Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling. - Liwen Wang; Xuefeng Li 002; Jiachi Liu; Keqing He 001; Yuanmeng Yan; Weiran Xu (EMNLP (1), 2021)

Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models. - Yuanmeng Yan; Rumei Li; Sirui Wang; Hongzhi Zhang; Daoguang Zan; Fuzheng Zhang; Wei Wu 014; Weiran Xu (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)

Boosting Low-Resource Intent Detection with in-Scope Prototypical Networks. - Hongzhan Lin 001; Yuanmeng Yan; Guang Chen 003 (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)

Self-training with Masked Supervised Contrastive Loss for Unknown Intents Detection. - Zijun Liu; Yuanmeng Yan; Keqing He 001; Sihong Liu; Hong Xu 009; Weiran Xu (IJCNN, 2021)

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

From context-aware to knowledge-aware: Boosting OOV tokens recognition in slot tagging with background knowledge. - Keqing He 001; Yuanmeng Yan; Weiran Xu (Neurocomputing, 2021)

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)

S2QL: Retrieval Augmented Zero-Shot Question Answering over Knowledge Graph. - Daoguang Zan; Sirui Wang; Hongzhi Zhang; Yuanmeng Yan; Wei Wu 014; Bei Guan; Yongji Wang 002 (PAKDD (3), 2022)

InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER. - Liwen Wang; Rumei Li; Yang Yan; Yuanmeng Yan; Sirui Wang; Wei Wu 014; Weiran Xu (CoRR, 2022)

Rethink about the Word-level Quality Estimation for Machine Translation from Human Judgement. - Zhen Yang; Fandong Meng; Yuanmeng Yan; Jie Zhou 016 (CoRR, 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)

Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement. - Zhen Yang; Fandong Meng; Yuanmeng Yan; Jie Zhou 016 (ACL (Findings), 2023)