cs.AI, cs.CL

ReaComp: Compiling LLM Reasoning into Symbolic Solvers for Efficient Program Synthesis

arXiv:2605.05485v1 Announce Type: new
Abstract: LLMs can solve program synthesis tasks but remain inefficient and unreliable on hard instances requiring large combinatorial search. Given a small set of reasoning traces, we use coding agents to compile…