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cs.LG2026

Explore-Execute Chain: Towards an Efficient Structured Reasoning Paradigm

Kaisen Yang, Tinghe Zhang, Rushi Shah +4

Many LLMs plan before they act, yet planning and execution are often still entangled in one long generation trace, enforced only through prompts, or split across separate component…