Publications

Our latest and previous papers.


Latest Publications

More works will be released here.

Previous Publications

  • BBTv2: Towards a Gradient-Free Future with Large Language Models. Tianxiang Sun, Zhengfu He, Hong Qian, Yunhua Zhou, Xuanjing Huang, Xipeng Qiu. EMNLP 2022. [pdf] [code]

  • Black-Box Tuning for Language-Model-as-a-Service. Tianxiang Sun, Yunfan Shao, Hong Qian, Xuanjing Huang, Xipeng Qiu. ICML 2022. [pdf] [code] [slides]

  • Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts. Xiangyang Liu, Tianxiang Sun, Xuanjing Huang, Xipeng Qiu. Findings of EMNLP 2022. [pdf] [code]

  • Prompt Tuning for Discriminative Pre-trained Language Models. Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang. Findings of ACL 2022. [pdf] [code]

  • Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei. EMNLP 2021. [pdf][code][bib][poster]

  • C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling. Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu. AAAI 2021. [pdf][code]

  • Consistency Regularization for Cross-Lingual Fine-Tuning. Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei. ACL-IJCNLP 2021. [pdf][code][bib][poster]

  • Few-shot Learning for Multi-label Intent Detection. Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu. AAAI 2021. [pdf][code]

  • Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu. ACL-IJCNLP 2021. [pdf][code][bib][poster]

  • Pre-Training With Whole Word Masking for Chinese BERT. Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Ziqing Yang. TASLP 2021. [pdf][code]

  • CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che. IJCAI 2020. [pdf][code]

  • Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu. ACL 2020. [pdf][code][bib][poster]

  • Meta-Information Guided Meta-Learning for Few-Shot Relation Classification. Bowen Dong, Yuan Yao, Ruobing Xie, Tianyu Gao, Xu Han, Zhiyuan Liu, Fen Lin, Leyu Lin, Maosong Sun. COLING 2020. [pdf] [code]

  • Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu. EMNLP 2020. [pdf][code][bib][poster]

  • Revisiting Pre-Trained Models for Chinese Natural Language Processing. Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu. EMNLP 2020. [pdf][code][bib]

  • Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing. Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, Ting Liu. EMNLP 2019. [pdf][code][bib]

  • Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu. COLING 2018. [pdf][code][bib]