Author

Yuqian Wang

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Jul 2026

STAMP: Provenance-Guided Credit Assignment for Deep Search Agents

STAMP is proposed, in which a reference-based verifier judges whether each cited document supports an entity or relation in a training-time evidence graph, and first-exposure attribution traces each supported citation back to the action that first surfaced it.

Ke Xu, Han Xu, Xin-Ran Chen et al. · arXiv.org · 1 citation

#small language model Preprint Aug 2026

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. · 0 citations