Bhuwan Dhingra

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Recommendation & Information Retrieval (1)

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Ghazal Khalighinejad (1)Raghuveer Thirukovalluru (1)Alexander H. Oh (1)

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Apr 20, 2026

Ghazal Khalighinejad +3Apr 20, 2026

Document-as-Image Representations Fall Short for Scientific Retrieval

Stop treating scientific papers like images: text-based representations beat document-as-image approaches for retrieval, even when the query is an image.

Ghazal Khalighinejad, Raghuveer Thirukovalluru, Alexander H. Oh +1

Eval Frameworks & Benchmarks Multimodal Models Recommendation & Information Retrieval

Bhuwan Dhingra

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Bhuwan Dhingra

Research focus

Frequent co-authors

Papers (1)