Fig. 3
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Step-by-step query generation approach includes a classification prompt and a decomposition prompt. The classification prompt aims to discriminate between simple, medium, and hard queries. The decomposition prompt divides the problem into sub-problems for medium and hard queries. Simple queries skip the decomposition and go directly to the generation prompt.
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