A deep network based integrated model for disease named entity recognition. - Fan Tong; Zheheng Luo; Dongsheng Zhao (BIBM, 2017)

Using deep neural network to recognize mutation entities in biomedical literature. - Fan Tong; Zheheng Luo; Dongsheng Zhao (BIBM, 2018)

Construct Semantic Type of "Gene-mutation-disease" Relation by Computer-aided Curation from Biomedical Literature. - Dongsheng Zhao; Fan Tong; Zheheng Luo (BIOINFORMATICS, 2019)

BROGUE: A Platform for Constructing and Visualizing "Gene-Mutation-Disease" Relation Knowledge Graphs to Support Biomedical Research and Clinical Decisions. - Dongsheng Zhao; Fan Tong; Zheheng Luo; Sheng Liu; Wei Song (BIOINFORMATICS, 2020)

Readability Controllable Biomedical Document Summarization. - Zheheng Luo; Qianqian Xie; Sophia Ananiadou (EMNLP (Findings), 2022)

BioLaySumm 2023 Shared Task: Lay Summarisation of Biomedical Research Articles. - Tomas Goldsack; Zheheng Luo; Qianqian Xie; Carolina Scarton; Matthew Shardlow; Sophia Ananiadou; Chenghua Lin (BioNLP@ACL, 2023)

CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization. - Zheheng Luo; Qianqian Xie; Sophia Ananiadou (WWW, 2023)

ChatGPT as a Factual Inconsistency Evaluator for Abstractive Text Summarization. - Zheheng Luo; Qianqian Xie; Sophia Ananiadou (CoRR, 2023)

A Survey on Biomedical Text Summarization with Pre-trained Language Model. - Qianqian Xie; Zheheng Luo; Benyou Wang; Sophia Ananiadou (CoRR, 2023)

Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles. - Tomas Goldsack; Zheheng Luo; Qianqian Xie; Carolina Scarton; Matthew Shardlow; Sophia Ananiadou; Chenghua Lin (CoRR, 2023)

FinBen: A Holistic Financial Benchmark for Large Language Models. - Qianqian Xie; Weiguang Han; Zhengyu Chen; Ruoyu Xiang; Xiao Zhang; Yueru He; Mengxi Xiao; Dong Li; Yongfu Dai; Duanyu Feng; Yijing Xu; Haoqiang Kang; et al. (NeurIPS, 2024)

The FinBen: An Holistic Financial Benchmark for Large Language Models. - Qianqian Xie; Weiguang Han; Zhengyu Chen; Ruoyu Xiang; Xiao Zhang; Yueru He; Mengxi Xiao; Dong Li; Yongfu Dai; Duanyu Feng; Yijing Xu; Haoqiang Kang; et al. (CoRR, 2024)

The Lay Person's Guide to Biomedicine: Orchestrating Large Language Models. - Zheheng Luo; Qianqian Xie; Sophia Ananiadou (CoRR, 2024)

Factual Consistency Evaluation of Summarisation in the Era of Large Language Models. - Zheheng Luo; Qianqian Xie; Sophia Ananiadou (CoRR, 2024)

Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams. - Zheheng Luo; Chenhan Yuan; Qianqian Xie; Sophia Ananiadou (CoRR, 2024)

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. - Qianqian Xie; Dong Li; Mengxi Xiao; Zihao Jiang 012; Ruoyu Xiang; Xiao Zhang; Zhengyu Chen; Yueru He; Weiguang Han; Yuzhe Yang 002; Shunian Chen; Yifei Zhang; et al. (CoRR, 2024)

Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training. - Zheheng Luo; Xin Zhang 099; Xiao Liu 029; Haoling Li; Yeyun Gong; Chen Qi; Peng Cheng 005 (CoRR, 2024)

Graph Contrastive Topic Model. - Zheheng Luo; Lei Liu; Sophia Ananiadou; Qianqian Xie (Expert Syst. Appl., 2024)

Factual consistency evaluation of summarization in the Era of large language models. - Zheheng Luo; Qianqian Xie; Sophia Ananiadou (Expert Syst. Appl., 2024)

EMPEC: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions. - Zheheng Luo; Chenhan Yuan; Qianqian Xie; Sophia Ananiadou (ACL (Findings), 2025)

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 (ACL (1), 2025)

Process-based Self-Rewarding Language Models. - Shimao Zhang; Xiao Liu; Xin Zhang; Junxiao Liu; Zheheng Luo; Shujian Huang; Yeyun Gong (ACL (Findings), 2025)

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 (COLING, 2025)

Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models. - Zhenghao Lin; Zihao Tang; Xiao Liu 029; Yeyun Gong; Yi Cheng; Qi Chen 009; Hang Li; Ying Xin; Ziyue Yang; Kailai Yang; Yu Yan; Xiao Liang; et al. (CoRR, 2025)

Process-based Self-Rewarding Language Models. - Shimao Zhang; Xiao Liu 029; Xin Zhang 099; Junxiao Liu; Zheheng Luo; Shujian Huang; Yeyun Gong (CoRR, 2025)