publications

\* means equal contribution

Preprint

  1. arXiv
    Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models
    Ding, Ning, Qin, Yujia, Yang, Guang, Wei, Fuchao, Yang, Zonghan, Su, Yusheng, Hu, Shengding, Chen, Yulin, Chan, Chi-Min, Chen, Weize, Yi, Jing, Zhao, Weilin, Liu, Zhiyuan, Zheng, Hai-Tao, Chen, Jianfei, Liu, Yang, Tang, Jie, Li, Juanzi, and Sun, Maosong
    In arXiv Preprint
  2. arXiv
    Prompt-Learning for Fine-Grained Entity Typing
    Ding, Ning, Chen, Yulin, Han, Xu, Xu, Guangwei, Xie, Pengjun, Zheng, Hai-Tao, Liu, Zhiyuan, Li, Juanzi, and Hong-Gee, Kim
    In arXiv Preprint
  3. arXiv
    PTR: Prompt Tuning with Rules for Text Classification
    Han, Xu, Zhao, Weilin, Ding, Ning, Liu, Zhiyuan, and Sun, Maosong
    In arXiv Preprint

2022

  1. ACL
    OpenPrompt: An Open-source Framework for Prompt-learning
    Ding, Ning, Hu, Shengding, Zhao, Weilin, Chen, Yulin, Liu, Zhiyuan, Zheng, Hai-Tao, and Sun, Maosong
    In ACL System Demonstration 2022
  2. ACL
    Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification
    Hu, Shengding, Ding, Ning, Wang, Huadong, Liu, Zhiyuan, Li, Juanzi, and Sun, Maosong
    In Annual Meeting of the Association for Computational Linguistics,
    ACL
    2022

2021

  1. ACL
    Few-NERD: A Few-shot Named Entity Recognition Dataset
    Ding, Ning, Xu, Guangwei, Chen, Yulin, Wang, Xiaobin, Han, Xu, Xie, Pengjun, Zheng, Hai-Tao, and Liu, Zhiyuan
    In Annual Meeting of the Association for Computational Linguistics,
    ACL
    2021
  2. ACL
    CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding
    Wang, Dong, Ding, Ning*, Li, Piji, and Zheng, Hai-Tao
    In Annual Meeting of the Association for Computational Linguistics,
    ACL
    2021
  3. AI Open
    Pre-Trained Models: Past, Present and Future
    Han, Xu*, Zhang, Zhengyan*, Ding, Ning*, Gu, Yuxian*, Liu, Xiao*, Huo, Yuqi*, Qiu, Jiezhong, Zhang, Liang, Han, Wentao, Huang, Minlie, Jin, Qin, Lan, Yanyan, Liu, Yang, Liu, Zhiyuan, Lu, Zhiwu, Qiu, Xipeng, Song, Ruihua, Tang, Jie, Wen, Ji-Rong, Yuan, Jinhui, Zhao, Wayne Xin, and Jun, Zhu
    In AI Open 2021
  4. ICLR
    Prototypical Representation Learning for Relation Extraction
    Ding, Ning, Wang, Xiaobin, Fu, Yao, Xu, Guangwei, Wang, Rui, Xie, Pengjun, Shen, Ying, Huang, Fei, Zheng, Hai-Tao, and Zhang, Rui
    In International Conference on Learning Representations,
    ICLR
    2021

2020

  1. ACL
    Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation
    Ding, Ning, Long, Dingkun, Xu, Guangwei, Zhu, Muhua, Xie, Pengjun, Wang, Xiaobin, and Zheng, Hai-Tao
    In Annual Meeting of the Association for Computational Linguistics,
    ACL
    2020
  2. ACL
    Hierarchy-Aware Global Model for Hierarchical Text Classification
    Zhou, Jie, Ma, Chunping, Long, Dingkun, Xu, Guangwei, Ding, Ning, Zhang, Haoyu, Xie, Pengjun, and Liu, Gongshen
    In Annual Meeting of the Association for Computational Linguistics,
    ACL
    2020
  3. TKDE
    Modeling Relation Paths for Knowledge Graph Completion
    Shen, Ying, Ding, Ning, Zheng, Hai-Tao, Li, Yaliang, and Yang, Min
    IEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
  4. AAAI
    Integrating Linguistic Knowledge to Sentence Paraphrase Generation
    Lin, Zibo, Li, Ziran, Ding, Ning, Zheng, Hai-Tao, Shen, Ying, Zhao, Xiaobin, and Zheng, Cong-Zhi
    In AAAI Conference on Artificial Intelligence,
    AAAI
    2020
  5. IJCAI
    Infobox-to-text Generation with Tree-like Planning based Attention Network
    Bai, Yang, Li, Ziran, Ding, Ning, Shen, Ying, and Zheng, Hai-Tao
    In International Joint Conference on Artificial Intelligence,
    IJCAI
    2020
  6. IJCAI
    Triple-to-Text Generation with an Anchor-to-Prototype Framework
    Li, Ziran, Lin, Zibo, Ding, Ning, Zheng, Hai-Tao, and Shen, Ying
    In International Joint Conference on Artificial Intelligence,
    IJCAI
    2020

2019

  1. EMNLP
    Event Detection with Trigger-Aware Lattice Neural Network
    Ding, Ning, Li, Ziran, Liu, Zhiyuan, and Zheng, Hai-Tao
    In The Conference on Empirical Methods in Natural Language Processing,
    EMNLP
    2019
  2. ACL
    Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge
    Li, Ziran*, Ding, Ning*, Liu, Zhiyuan, Zheng, Hai-Tao, and Shen, Ying
    In Annual Meeting of the Association for Computational Linguistics,
    ACL
    2019