RiOT is a tree-structured prompt optimization framework that generates multiple candidate prompts per step, selects by perplexity, and fuses parent and child prompts with a semantic residual connection, outperforming prior methods on most of five reasoning benchmarks.
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RiOT: Efficient Prompt Refinement with Residual Optimization Tree
RiOT is a tree-structured prompt optimization framework that generates multiple candidate prompts per step, selects by perplexity, and fuses parent and child prompts with a semantic residual connection, outperforming prior methods on most of five reasoning benchmarks.