Zheheng Luo

28 papers A* 2B 1Journal 16Unranked 9
YearRankTypeTitle / Venue / Authors
2025 B conf
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain.
COLING
Ken Yano, Zheheng Luo, Jimin Huang, Qianqian Xie, Masaki Asada, Chenhan Yuan, Kailai Yang, Makoto Miwa, Sophia Ananiadou, Jun'ichi Tsujii
2025 — conf
EMPEC: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions.
ACL (Findings)
Zheheng Luo, Chenhan Yuan, Qianqian Xie, Sophia Ananiadou
2025 — conf
Process-based Self-Rewarding Language Models.
ACL (Findings)
Shimao Zhang, Xiao Liu, Xin Zhang, Junxiao Liu, Zheheng Luo, Shujian Huang, Yeyun Gong
2025 J jnl
Process-based Self-Rewarding Language Models.
CoRR
Shimao Zhang, Xiao Liu, Xin Zhang, Junxiao Liu, Zheheng Luo, Shujian Huang, Yeyun Gong
2025 J jnl
Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models.
CoRR
Zhenghao Lin, Zihao Tang, Xiao Liu, Yeyun Gong, Yi Cheng, Qi Chen, Hang Li, Ying Xin, Ziyue Yang, Kailai Yang, Yu Yan, Xiao Liang, Shuai Lu, Yiming Huang, Zheheng Luo, Lei Qu, Xuan Feng, Yaoxiang Wang, Yuqing Xia, Feiyang Chen, Yuting Jiang, Yasen Hu, Hao Ni, Binyang Li, Guoshuai Zhao, Jui-Hao Chiang, Zhongxin Guo, Chen Lin, Kun Kuang, Wenjie Li, Yelong Shen, Jian Jiao, Peng Cheng, Mao Yang
2025 — conf
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training.
ACL (1)
Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Qi Chen, Peng Cheng
2024 J jnl
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams.
CoRR
Zheheng Luo, Chenhan Yuan, Qianqian Xie, Sophia Ananiadou
2024 J jnl
Factual Consistency Evaluation of Summarisation in the Era of Large Language Models.
CoRR
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
2024 J jnl
Factual consistency evaluation of summarization in the Era of large language models.
Expert Syst. Appl.
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
2024 A* conf
FinBen: A Holistic Financial Benchmark for Large Language Models.
NeurIPS
Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
2024 J jnl
Graph Contrastive Topic Model.
Expert Syst. Appl.
Zheheng Luo, Lei Liu, Sophia Ananiadou, Qianqian Xie
2024 J jnl
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.
CoRR
Qianqian Xie, Dong Li, Mengxi Xiao, Zihao Jiang, Ruoyu Xiang, Xiao Zhang, Zhengyu Chen, Yueru He, Weiguang Han, Yuzhe Yang, Shunian Chen, Yifei Zhang, Lihang Shen, Daniel S. Kim, Zhiwei Liu, Zheheng Luo, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Zhiyuan Yao, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Yilun Zhao, Yitao Long, Guojun Xiong, Kaleb E. Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jianyun Nie, Jordan W. Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, Sophia Ananiadou
2024 J jnl
The FinBen: An Holistic Financial Benchmark for Large Language Models.
CoRR
Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
2024 J jnl
The Lay Person's Guide to Biomedicine: Orchestrating Large Language Models.
CoRR
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
2024 J jnl
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training.
CoRR
Zheheng Luo, Xin Zhang, Xiao Liu, Haoling Li, Yeyun Gong, Chen Qi, Peng Cheng
2023 J jnl
A Survey on Biomedical Text Summarization with Pre-trained Language Model.
CoRR
Qianqian Xie, Zheheng Luo, Benyou Wang, Sophia Ananiadou
2023 — conf
BioLaySumm 2023 Shared Task: Lay Summarisation of Biomedical Research Articles.
BioNLP@ACL
Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin
2023 J jnl
ChatGPT as a Factual Inconsistency Evaluator for Abstractive Text Summarization.
CoRR
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
2023 A* conf
CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization.
WWW
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
2023 J jnl
CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization.
CoRR
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
2023 J jnl
Graph Contrastive Topic Model.
CoRR
Zheheng Luo, Lei Liu, Qianqian Xie, Sophia Ananiadou
2023 J jnl
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles.
CoRR
Tomas Goldsack, Zheheng Luo, Qianqian Xie, Carolina Scarton, Matthew Shardlow, Sophia Ananiadou, Chenghua Lin
2022 — conf
Readability Controllable Biomedical Document Summarization.
EMNLP (Findings)
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
2022 J jnl
Readability Controllable Biomedical Document Summarization.
CoRR
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
2020 — conf
BROGUE: A Platform for Constructing and Visualizing "Gene-Mutation-Disease" Relation Knowledge Graphs to Support Biomedical Research and Clinical Decisions.
BIOINFORMATICS
Dongsheng Zhao, Fan Tong, Zheheng Luo, Sheng Liu, Wei Song
2019 — conf
Construct Semantic Type of "Gene-mutation-disease" Relation by Computer-aided Curation from Biomedical Literature.
BIOINFORMATICS
Dongsheng Zhao, Fan Tong, Zheheng Luo
2018 — conf
Using deep neural network to recognize mutation entities in biomedical literature.
BIBM
Fan Tong, Zheheng Luo, Dongsheng Zhao
2017 — conf
A deep network based integrated model for disease named entity recognition.
BIBM
Fan Tong, Zheheng Luo, Dongsheng Zhao