PRISM: A Multi-Dimensional Benchmark for Evaluating LLM Peer Reviewers
Paper • 2605.26730 • Published • 18
05. Derecho
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Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning
Paper • 2606.01682 • Published • 8 -
LLMs Can Leak Training Data But Do They Want To? A Propensity-Aware Evaluation of Memorization in LLMs
Paper • 2606.06286 • Published • 8 -
Skip a Layer or Loop It? Learning Program-of-Layers in LLMs
Paper • 2606.06574 • Published • 26 -
PrivacyPeek: Auditing What LLM-Based Agents Acquire, Not Just What They Say
Paper • 2606.00152 • Published • 4