作者位次 #4/6ICML 2026Poster· Applications / Robotics
BioProBench: A Corpus and Benchmark for Biological Protocol Reasoning in Autonomous Science
Yuyang Liu · Liuzhenghao Lyu · Xiancheng Zhang · Jingya Wang · Li Yuan · Yonghong Tian
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Yuyang Liu · Liuzhenghao Lyu · Xiancheng Zhang · Jingya Wang · Li Yuan · Yonghong Tian
Yuyang Liu · Jingya Wang · Liuzhenghao Lv · Yonghong Tian
Large language models (LLMs) have demonstrated significant reasoning capabilities in scientific discovery but struggle to bridge the gap to physical execution in wet-labs. In these irreversible environments, probabilistic hallucinations are not merely incorrect; they can cause equipment damage or...