It's Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection. - Huawen Feng; Qianli Ma 001 (EMNLP (Findings), 2022)

Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction. - Huawen Feng; Junlong Liu; Junhao Zheng; Haibin Chen; Xichen Shang; Qianli Ma 001 (ACL (1), 2023)

Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference. - Junhao Zheng; Qianli Ma 001; Shengjie Qiu; Yue Wu; Peitian Ma; Junlong Liu; Huawen Feng; Xichen Shang; Haibin Chen (ACL (1), 2023)

Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs. - Huawen Feng; Yan Fan; Xiong Liu; Ting-En Lin; Zekun Yao; Yuchuan Wu; Fei Huang 002; Yongbin Li; Qianli Ma 001 (CoRR, 2023)

Perturbation-Based Self-Supervised Attention for Attention Bias in Text Classification. - Huawen Feng; Zhenxi Lin; Qianli Ma 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification. - Huawen Feng; Jingsong Yan; Junlong Liu; Junhao Zheng; Qianli Ma 001 (LREC/COLING, 2024)

Improving Factual Consistency of News Summarization by Contrastive Preference Optimization. - Huawen Feng; Yan Fan; Xiong Liu; Ting-En Lin; Zekun Yao; Yuchuan Wu; Fei Huang 002; Yongbin Li; Qianli Ma 001 (EMNLP (Findings), 2024)

Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer. - Junhao Zheng; Qianli Ma 001; Zhen Liu 023; Binquan Wu; Huawen Feng (CoRR, 2024)

Balancing the Causal Effects in Class-Incremental Learning. - Junhao Zheng; Ruiyan Wang; Chongzhi Zhang; Huawen Feng; Qianli Ma 001 (CoRR, 2024)

Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings. - Junlong Liu; Xichen Shang; Huawen Feng; Junhao Zheng; Qianli Ma 001 (CoRR, 2024)

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models. - Huawen Feng; Pu Zhao 004; Qingfeng Sun; Can Xu; Fangkai Yang; Lu Wang 029; Qianli Ma 001; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001; Qi Zhang 066 (ACL (1), 2025)

Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction. - Huawen Feng; Zekun Yao; Junhao Zheng; Qianli Ma 001 (ICLR, 2025)