Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. - Changqun Li; Linlin Wang; Xin Lin 001; Gerard de Melo; Liang He 001 (EMNLP, 2022)

Abstractive Dialogue Summarization Based on Dynamic Pattern Exploiting Training. - Zhanyi Chen; Changqun Li; Linlin Wang; Liang He 001 (IJCNN, 2022)

MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media. - Shizhou Huang; Bo Xu 023; Changqun Li; Jiabo Ye; Xin Lin 001 (LREC/COLING, 2024)

MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation. - Yang Yu; Xin Lin 001; Changqun Li; Shizhou Huang; Liang He 001 (EMNLP (Findings), 2024)

A Sentimental Prompt Framework with Visual Text Encoder for Multimodal Sentiment Analysis. - Shizhou Huang; Bo Xu 023; Changqun Li; Jiabo Ye; Xin Lin 001 (ICMR, 2024)

Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement. - Changqun Li; Linlin Wang; Xin Lin 001; Shizhou Huang; Liang He 001 (NAACL-HLT (Findings), 2024)

Low-Rank Adaptation with Task-Relevant Feature Enhancement for Fine-tuning Language Models. - Changqun Li; Chaofan Ding; Kexin Luan; Xinhan Di (CoRR, 2024)

GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition. - Shizhou Huang; Bo Xu 023; Yang Yu; Changqun Li; Xin Alex Lin (AAAI, 2025)

An Interactive Evaluation Framework for Empathetic Response Generation. - Xixi Lei; Changqun Li; Liang He 001; Xin Lin 001 (ICASSP, 2025)

MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts. - Shizhou Huang; Bo Xu 023; Changqun Li; Yang Yu; Xin Alex Lin (NAACL (Findings), 2025)