ChemAU adds a position penalty to token-level uncertainty estimates so that flagged reasoning steps are corrected by a fine-tuned chemistry model, reporting improved accuracy on GPQA, MMLU-Pro, and SuperGPQA chemistry questions.
Molgpt: molecular generation using a transformer- decoder model.Journal of chemical information and modeling, 62(9):2064–2076,
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ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation
ChemAU adds a position penalty to token-level uncertainty estimates so that flagged reasoning steps are corrected by a fine-tuned chemistry model, reporting improved accuracy on GPQA, MMLU-Pro, and SuperGPQA chemistry questions.