作者位次 #2/8ACL 2026Findings· Findings of ACL
LLM s as Lab Engineers: A Benchmark for Analytical Method Lifecycle Management
Xiaoyi Chen · Mahsa Monshizadeh · Chaoqi Zhang · Jianjun Lang · Yang Wu · Genevieve Mortensen · Xiaozhong Liu · Haixu Tang
摘要
We introduce ChemBench, a comprehensive benchmark for evaluating LLMs’ capabilities in analytical chemistry scenarios. Unlike existing benchmarks focused on factual knowledge, ChemBench assesses model abilities to provide contextualized, practical guidance for complex analytical chemistry challen...