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Probing Negation Understanding in Vision-Language Models With Object Attention

arXiv:2610.20852v1 Announce Type: new Abstract: Negation is a fundamental aspect of language understanding and it is important vision-language models (VLMs) are able to process it effectively. We investigate how VLMs process negation by analysing attention patterns of different models. We draw comp…

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  1. 2026-10-16 04:00 · arXiv cs.CV
    Probing Negation Understanding in Vision-Language Models With Object Attention

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