Representation Alignment as a Bottleneck in LLM-Based Retrosynthesis Planning

Hyunwoo Yoo, Cassie Huang, Haebin Shin +2

While LLMs show promise in general reasoning, symbolic planning in chemistry remains a bottleneck. Direct ''SMILES-to-PDDL'' attempts fail because they force models to juggle chemi…