StrategyBench: Evaluating Explicit Strategy Induction in Large Language Models
This work proposes StrategyBench, which selects strategy-inducible tasks from BIG-Bench, constructs reference strategies, and defines evaluation metrics along two dimensions: strategy quality and downstream utility, and experiments show that explicit strategy utility differs substantially across task categories and dep...
Jing-Han Tan, Yuanzhe Wang, Lu Chen et al.
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