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20232026
most citedEnhancing Content Moderation with Culturally-Aware Models

3 citations · 3 across the 4 of their papers we have counts for

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cs.CV2026

Cross-Modal Attention Acts as a Frequency Filter: Why Verbose Prompts Improve Robustness in Vision-Language Models

Farooq Ahmad Wani, Maria Sofia Bucarelli, Mujtaba Hussain Mirza +5

Vision-language models (VLMs) are fragile under image corruption. We find that the wording of the question affects VLMs in two opposite ways. Verbose questions make VLMs substantia…