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PAPER·July 31, 2026Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense ReasoningarXiv
PAPER·July 31, 2026TEA-AgriVLN: Traversability Estimation Alarm for Agricultural Vision-and-Language NavigationarXiv
PAPER·July 31, 2026Beyond a Single Judge: Simulating Social Persona Panels for Generative UI EvaluationarXiv
PAPER·July 31, 2026When Derived Measurements Mislead: Quantifying and Mitigating LLM Over-Trust with Privileged-Modality Reliability EvidencearXiv