DPPM, a decompose-plan-in-parallel-and-merge framework with verify-and-refine feedback, improves final pass rates on travel-planning benchmarks over Direct, CoT, and LLM-Modulo.
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Decompose, Plan in Parallel, and Merge: A Novel Paradigm for Large Language Models based Planning with Multiple Constraints
DPPM, a decompose-plan-in-parallel-and-merge framework with verify-and-refine feedback, improves final pass rates on travel-planning benchmarks over Direct, CoT, and LLM-Modulo.