CORE: Conflict-Oriented Reasoning Elimination for Verifiable Language-Model Search
Test-time reasoning systems often respond to failure by restarting or revising the latest step, even when an earlier decision caused the error. We introduce CORE, a search controller that requests a certified conflict core from a verifier, backjumps to the latest decision in that core, and caches the conflict to avoid...
Si-Yu Song, Rui-Peng Xu, Jia Lin et al.
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