| 2026 | ACL | Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement. | Hao Li, Yizheng Sun, Viktor Schlegel, Kailai Yang, Riza Batista-Navarro, Goran Nenadic |
| 2026 | ACL | Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training. | Kailai Yang, Xiao Liu, Lei Ji, Hao Li, Xiao Liang, Zhiwei Liu, Yeyun Gong, Peng Cheng, Mao Yang |
| 2025 | ACL | RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information. | Zhiwei Liu, Kailai Yang, Qianqian Xie, Christine de Kock, Sophia Ananiadou, Eduard H. Hovy |
| 2025 | COLING | FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task. | Zhiwei Liu, Keyi Wang, Zhuo Bao, Xin Zhang, Jiping Dong, Kailai Yang, Mohsinul Kabir, Polydoros Giannouris, Rui Xing, Seongchan Park, Jaehong Kim, Dong Li, Qianqian Xie, Sophia Ananiadou |
| 2025 | COLING | ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain. | Ken Yano, Zheheng Luo, Jimin Huang, Qianqian Xie, Masaki Asada, Chenhan Yuan, Kailai Yang, Makoto Miwa, Sophia Ananiadou, Jun'ichi Tsujii |
| 2025 | EMNLP | Selective Preference Optimization via Token-Level Reward Function Estimation. | Kailai Yang, Zhiwei Liu, Qianqian Xie, Jimin Huang, Erxue Min, Sophia Ananiadou |
| 2025 | WWW | FMDLlama: Financial Misinformation Detection Based on Large Language Models. | Zhiwei Liu, Xin Zhang, Kailai Yang, Qianqian Xie, Jimin Huang, Sophia Ananiadou |
| 2024 | ACL | HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. | Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang |
| 2024 | ECAI | ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model. | Zhiwei Liu, Boyang Liu, Paul Thompson, Kailai Yang, Sophia Ananiadou |
| 2024 | KDD | EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis. | Zhiwei Liu, Kailai Yang, Qianqian Xie, Tianlin Zhang, Sophia Ananiadou |
| 2024 | WWW | MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models. | Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Jimin Huang, Sophia Ananiadou |
| 2024 | SIGIR | SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content. | Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Boyang Liu, Qianqian Xie, Sophia Ananiadou |
| 2023 | CIKM | A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. | Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou |
| 2023 | EMNLP | Towards Interpretable Mental Health Analysis with Large Language Models. | Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Ziyan Kuang, Sophia Ananiadou |
| 2021 | EMNLP | Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations. | Yunhe Xie, Kailai Yang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji |