Publications

You can also find my articles on my google profile.

Preprint

• Zhiwei Liu, Kailai Yang, Qianqian Xie, Christine de Kock, Sophia Ananiadou, and Eduard Hovy. “RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information.” Download

• Zhiwei Liu, Xin Zhang, Kailai Yang, Qianqian Xie, Jimin Huang, Sophia Ananiadou. “FMDLlama: Financial Misinformation Detection based on Large Language Models.” Download

• Kailai Yang, Zhiwei Liu, Qianqian Xie, Jimin Huang, Erxue Min, Sophia Ananiadou. “Selective Preference Optimization via Token-Level Reward Function Estimation”. Download

• Qianqian Xie et al. “Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications”. Download

Conference Papers

• Zhiwei Liu, Kailai Yang, Tianlin Zhang, Qianqian Xie, Sophia Ananiadou. “EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis”. In KDD 2024. Download

• Zhiwei Liu, Boyang Liu, Paul Thompson, Kailai Yang, Sophia Ananiadou. “ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model”. In ECAI-PAIS 2024. Download

• Kailai Yang, Zhiwei Liu, Qianqian Xie, Jimin Huang, Tianlin Zhang, Sophia Ananiadou. “MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models”. In NeurlPS 2024. Download

• Qianqian Xie et al. “The FinBen: An Holistic Financial Benchmark for Large Language Models”. In NeurlPS 2024 Dataset track. Download

Journal Papers

• Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou. “Emotion Detection for Misinformation: A Review”. In Information Fusion, 2024 (IF: 18.6). Download