Strategy-Induct induces task-level instructions from question-only examples by generating reasoning strategies first, then using those pairs to create a guiding instruction.
ArXiv, abs/2212.10923
2 Pith papers cite this work. Polarity classification is still indexing.
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cs.CL 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
DIP generates multiple diverse rationales, elaborates them into draft plans, and induces a final plan to improve zero-shot reasoning accuracy in LLMs without heavy sampling.
citing papers explorer
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Strategy-Induct: Task-Level Strategy Induction for Instruction Generation
Strategy-Induct induces task-level instructions from question-only examples by generating reasoning strategies first, then using those pairs to create a guiding instruction.
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Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning
DIP generates multiple diverse rationales, elaborates them into draft plans, and induces a final plan to improve zero-shot reasoning accuracy in LLMs without heavy sampling.