| 2023 | ACL | Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement. | Zhen Yang, Fandong Meng, Yuanmeng Yan, Jie Zhou |
| 2022 | NAACL | Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold. | Yanan Wu, Keqing He, Yuanmeng Yan, QiXiang Gao, Zhiyuan Zeng, Fujia Zheng, Lulu Zhao, Huixing Jiang, Wei Wu, Weiran Xu |
| 2022 | PAKDD | S | Daoguang Zan, Sirui Wang, Hongzhi Zhang, Yuanmeng Yan, Wei Wu, Bei Guan, Yongji Wang |
| 2021 | ACL | Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System. | Yanan Wu, Zhiyuan Zeng, Keqing He, Hong Xu, Yuanmeng Yan, Huixing Jiang, Weiran Xu |
| 2021 | ACL | ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer. | Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu |
| 2021 | ACL | Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning. | Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Zijun Liu, Yanan Wu, Hong Xu, Huixing Jiang, Weiran Xu |
| 2021 | EMNLP | A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization. | Yuejie Lei, Fujia Zheng, Yuanmeng Yan, Keqing He, Weiran Xu |
| 2021 | EMNLP | Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling. | Liwen Wang, Xuefeng Li, Jiachi Liu, Keqing He, Yuanmeng Yan, Weiran Xu |
| 2021 | EMNLP | 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, Weiran Xu |
| 2021 | ICASSP | Hierarchical Speaker-Aware Sequence-to-Sequence Model for Dialogue Summarization. | Yuejie Lei, Yuanmeng Yan, Zhiyuan Zeng, Keqing He, Ximing Zhang, Weiran Xu |
| 2021 | ICASSP | Boosting Low-Resource Intent Detection with in-Scope Prototypical Networks. | Hongzhan Lin, Yuanmeng Yan, Guang Chen |
| 2021 | ICASSP | Adversarial Generative Distance-Based Classifier for Robust Out-of-Domain Detection. | Zhiyuan Zeng, Hong Xu, Keqing He, Yuanmeng Yan, Sihong Liu, Zijun Liu, Weiran Xu |
| 2021 | IJCNN | Self-training with Masked Supervised Contrastive Loss for Unknown Intents Detection. | Zijun Liu, Yuanmeng Yan, Keqing He, Sihong Liu, Hong Xu, Weiran Xu |
| 2021 | NAACL | Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack. | Liwen Wang, Yuanmeng Yan, Keqing He, Yanan Wu, Weiran Xu |
| 2021 | NAACL | Adversarial Self-Supervised Learning for Out-of-Domain Detection. | Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Hong Xu, Weiran Xu |
| 2020 | ACL | Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge. | Keqing He, Yuanmeng Yan, Weiran Xu |
| 2020 | COLING | Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack. | Keqing He, Jinchao Zhang, Yuanmeng Yan, Weiran Xu, Cheng Niu, Jie Zhou |
| 2020 | COLING | A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space. | Hong Xu, Keqing He, Yuanmeng Yan, Sihong Liu, Zijun Liu, Weiran Xu |
| 2020 | EMNLP | Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots. | Yuanmeng Yan, Keqing He, Hong Xu, Sihong Liu, Fanyu Meng, Min Hu, Weiran Xu |
| 2020 | IJCNN | Adversarial Cross-Lingual Transfer Learning for Slot Tagging of Low-Resource Languages. | Keqing He, Yuanmeng Yan, Weiran Xu |
| 2020 | IJCNN | Learning Label-Relational Output Structure for Adaptive Sequence Labeling. | Keqing He, Yuanmeng Yan, Hong Xu, Sihong Liu, Zijun Liu, Weiran Xu |