| 2025 | ACL | EMPEC: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions. | Zheheng Luo, Chenhan Yuan, Qianqian Xie, Sophia Ananiadou |
| 2025 | ACL | Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training. | Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Qi Chen, Peng Cheng |
| 2025 | ACL | Process-based Self-Rewarding Language Models. | Shimao Zhang, Xiao Liu, Xin Zhang, Junxiao Liu, Zheheng Luo, Shujian Huang, Yeyun Gong |
| 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 |
| 2023 | WWW | CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization. | Zheheng Luo, Qianqian Xie, Sophia Ananiadou |
| 2022 | EMNLP | Readability Controllable Biomedical Document Summarization. | Zheheng Luo, Qianqian Xie, Sophia Ananiadou |