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20242026
most citedHALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

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cs.CL2025

From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens

Hala Sheta, Eric Huang, Shuyu Wu +9

We introduce VLM-Lens, a toolkit designed to enable systematic benchmarking, analysis, and interpretation of vision-language models (VLMs) by supporting the extraction of intermedi…