Publications (Google Scholar Profile)

2023

• Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling.
  Zifeng Cheng, Qingyu Zhou, Zhiwei Jiang, Xuemin Zhao, Yunbo Cao, Qing Gu.
  ACM Transactions on Information Systems (TOIS 2023)
  [code] [paper]

• Aggregating Multiple Heuristic Signals as Supervision for Unsupervised Automated Essay Scoring.
  Cong Wang, Zhiwei Jiang, Yafeng Yin, Zifeng Cheng, Shiping Ge, Qing Gu.
  In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)
  

• Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning.
  Zhiwei Jiang, Tianyi Gao, Yafeng Yin, Meng Liu, Hua Yu, Zifeng Cheng, Qing Gu.
  In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)
  

• Learning Robust Multi-Modal Representation for Multi-Label Emotion Recognition via Adversarial Masking and Perturbation.
  Shiping Ge, Zhiwei Jiang, Zifeng Cheng, Cong Wang, Yafeng Yin, Qing Gu.
  In Proceedings of the Web Conference (WWW 2023)
  

• Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning.
  Cong Wang, Zhiwei Jiang, Yafeng Yin, Zifeng Cheng, Shiping Ge, Qing Gu.
  AAAI Conference on Artificial Intelligence (AAAI 2023)
  

• Learning Event-Specific Localization Preferences for Audio-Visual Event Localization.
  Shiping Ge, Zhiwei Jiang, Yafeng Yin, Cong Wang, Zifeng Cheng, Qing Gu.
  In Proceedings of the ACM International Conference on Multimedia (MM 2023)
  

2022

• A Consistent Dual-MRC Framework for Emotion-Cause Pair Extraction.
  Zifeng Cheng, Zhiwei Jiang, Yafeng Yin, Cong Wang, Shiping Ge, Qing Gu.
  ACM Transactions on Information Systems (TOIS 2022)
  [code] [paper]

• Learning to Classify Open Intent via Soft Labeling and Manifold Mixup.
  Zifeng Cheng, Zhiwei Jiang, Yafeng Yin, Cong Wang, Qing Gu.
  IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP 2022)
  [code] [paper]

2021

• A Unified Target-Oriented Sequence-to-Sequence Model for Emotion-Cause Pair Extraction.
  Zifeng Cheng, Zhiwei Jiang, Yafeng Yin, Na Li, Qing Gu.
  IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP 2021)
  [code] [paper]

• Learning from Graph Propagation via Ordinal Distillation for One-Shot Automated Essay Scoring.
  Zhiwei Jiang, Meng Liu, Yafeng Yin, Hua Yu, Zifeng Cheng, Qing Gu
  In Proceedings of the Web Conference (WWW 2021)
  [paper]

2020

• A Symmetric Local Search Network for Emotion-Cause Pair Extraction.
  Zifeng Cheng, Zhiwei Jiang, Yafeng Yin, Hua Yu, Qing Gu.
  In Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020)
  [code] [paper]

[* denotes equal contribution]