作者位次 #2/8ACL 2026Findings· Findings of ACL
M eas H alu: Mitigation of Scientific Measurement Hallucinations for Large Language Models with Enhanced Reasoning
Ruijun Huang · Zhiqiao Kang · Yuxuan Zhu · Junxiong Li · Jiahao Zhao · Minghuan Tan · Feng Jiang · Min Yang
摘要
The accurate extraction of scientific measurements from literature is a critical yet challenging task in AI4Science, enabling large-scale analysis and integration of quantitative research findings. However, Large Language Models (LLMs) frequently exhibit severe hallucinations, which significantly...