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News/Probing Negation Understanding in Vision-Language Models With Object Attention
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Probing Negation Understanding in Vision-Language Models With Object Attention

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arXiv:2610.20852v1 Announce Type: cross 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 com

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