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Author

Dushyant Singh Chauhan

2 papers indexed here

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Conference Open access Sep 2026

Addressing Overcommitment in the Reasoning of Gendered Economic Memes Under Multimodal Ambiguity

Multimodal meme understanding is increasingly used to analyze socially sensitive content, yet existing models often exhibit biased behavior when interpreting economic dependence and social roles under ambiguity. Many memes express economic relationships through sparse text or symbolic visual cues, providing insufficien...

Kushal Kanwar, Dushyant Singh Chauhan, Kapil Rana et al. · 0 citations
#machine learning Preprint Sep 2026

CopyShield: A Cross-Level Benchmark of Copyright Defenses in LLMs

Large language models can reproduce memorized text verbatim, yet copyright defenses are usually evaluated under incompatible protocols. We introduce CopyShield, a controlled benchmark comparing three representative defenses at distinct intervention levels: contrastive decoding (output), Direct Preference Optimization (...

Maryam Alshehyari, Dushyant Singh Chauhan, Samuele Poppi et al. · 0 citations

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