A single decoder-only model generates prompt-conditioned retrosynthetic routes and shows measurable gains on depth and required-leaf constraints in the RetroCast/PaRoutes benchmarks while releasing its code.
AOT*: Efficient synthesis planning via LLM-empowered AND-OR tree search, 2025
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.LG 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
A parallel-tempering evolutionary framework for LLM hypothesis search improves both quality and diversity of candidates in molecular, equation, and algorithm discovery under fixed validation budgets.
citing papers explorer
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Project Ariadne: Prompt-Conditioned Route Generation for Synthesis Planning
A single decoder-only model generates prompt-conditioned retrosynthetic routes and shows measurable gains on depth and required-leaf constraints in the RetroCast/PaRoutes benchmarks while releasing its code.
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Towards Diverse Scientific Hypothesis Search with Large Language Models
A parallel-tempering evolutionary framework for LLM hypothesis search improves both quality and diversity of candidates in molecular, equation, and algorithm discovery under fixed validation budgets.