Publications

A full list of my papers can be also found in Google Scholar

2022

  1. ACL
    Fast Nearest Neighbor Machine Translation
    Yuxian Meng, Xiaoya Li, Xiayu Zheng, Fei Wu, Xiaofei Sun, Tianwei Zhang, and Jiwei Li
    In Findings of the Association for Computational Linguistics (Findings of ACL), 2022
  2. ACL
    Dependency Parsing as MRC-based Span-Span Prediction
    Leilei Gan,  Yuxian Meng, Kun Kuang, Xiaofei Sun, Chun Fan, Fei Wu, and Jiwei Li
    In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), 2022
  3. ICLR spotlight
    GNN-LM: Language Modeling based on Global Contexts via GNN
    Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, and Jiwei Li
    International Conference on Learning Representations (ICLR), 2022
  4. ICLR
    BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models
    Kangjie Chen,  Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, and Chun Fan
    International Conference on Learning Representations (ICLR), 2022
  5. TACL
    Sentence Similarity Based on Contexts
    Xiaofei Sun,  Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, and Chun Fan
    Transactions of the Association for Computational Linguistics (TACL), 2022
  6. preprint
    k NN-NER: Named Entity Recognition with Nearest Neighbor Search
    Shuhe Wang, Xiaoya Li,  Yuxian Meng, Tianwei Zhang, Rongbin Ouyang, Jiwei Li, and Guoyin Wang
    arXiv preprint arXiv:2203.17103, 2022

2021

  1. EMNLP
    ConRPG: Paraphrase Generation using Contexts as Regularizer
    Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, and Jiwei Li
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
  2. ACL oral
    ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information
    Zijun Sun, Xiaoya Li, Xiaofei Sun,  Yuxian Meng, Xiang Ao, Qing He, Fei Wu, and Jiwei Li
    In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL), 2021
  3. EMNLP
    Layer-wise Model Pruning based on Mutual Information
    Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu,  Yuxian Meng, and Xiaofei Sun
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
  4. EMNLP
    kFolden: k-Fold Ensemble for Out-Of-Distribution Detection
    Xiaoya Li, Jiwei Li, Xiaofei Sun, Chun Fan, Tianwei Zhang, Fei Wu,  Yuxian Meng, and Jun Zhang
    In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
  5. ACL
    BertGCN: Transductive Text Classification by Combining GNN and BERT
    Yuxiao Lin,  Yuxian Meng, Xiaofei Sun, Qinghong Han, Kun Kuang, Jiwei Li, and Fei Wu
    In Findings of the Association for Computational Linguistics (Findings of ACL), 2021

2020

  1. NeurIPS
    SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection
    Xiaoya Li*,  Yuxian Meng*, Mingxin Zhou, Qinghong Han, Fei Wu, and Jiwei Li
    Advances in Neural Information Processing Systems (NeurIPS), 2020
  2. ACL
    A Unified MRC Framework for Named Entity Recognition
    Xiaoya Li, Jingrong Feng,  Yuxian Meng, Qinghong Han, Fei Wu, and Jiwei Li
    In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), 2020
  3. ACL
    Dice Loss for Data-imbalanced NLP Tasks
    Xiaoya Li, Xiaofei Sun,  Yuxian Meng, Junjun Liang, Fei Wu, and Jiwei Li
    In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), 2020
  4. preprint
    Openvidial: A large-scale, open-domain dialogue dataset with visual contexts
    Yuxian Meng, Shuhe Wang, Qinghong Han, Xiaofei Sun, Fei Wu, Rui Yan, and Jiwei Li
    arXiv preprint arXiv:2012.15015, 2020
  5. preprint
    Pair the dots: Jointly examining training history and test stimuli for model interpretability
    Yuxian Meng, Chun Fan, Zijun Sun, Eduard Hovy, Fei Wu, and Jiwei Li
    arXiv preprint arXiv:2010.06943, 2020

2019

  1. ACL
    Is Word Segmentation Necessary for Deep Learning of Chinese Representations?
    Xiaoya Li*,  Yuxian Meng*, Xiaofei Sun, Qinghong Han, Arianna Yuan, and Jiwei Li
    In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL), 2019
  2. NeurIPS
    Glyce: Glyph-vectors for chinese character representations
    Yuxian Meng*, Wei Wu*, Fei Wang*, Xiaoya Li*, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, and Jiwei Li
    Advances in Neural Information Processing Systems (NeurIPS), 2019
  3. preprint
    DSReg: Using Distant Supervision as a Regularizer
    Yuxian Meng, Muyu Li, Xiaoya Li, Wei Wu, and Jiwei Li
    arXiv preprint arXiv:1905.11658, 2019