Author

Emre Kuru

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Preprint Aug 2026

RetrievalRouter: Joint Modality and Architecture Selection for Document Retrieval

Document retrieval increasingly supports high-stakes information access in finance, healthcare, and law. Modern retrieval pipelines vary both in modality (text or multimodal) and in retrieval architecture (dense or late-interaction). These choices impose a hard compromise: the most effective pipelines are too slow and...

Emre Kuru, Mehmet Onur Keskin, R. Farahbakhsh et al. · 0 citations

Preprint Aug 2026

Evaluating Modern RAG: Textual, Multimodal, Dense, and Late Interaction Pipelines

Retrieval-augmented generation (RAG) systems have traditionally relied on text-based pipelines that extract and retrieve information from documents. While efficient and lightweight, these approaches often struggle with documents where meaning is conveyed through layout, tables, and visual elements. Recent advances in m...

Emre Kuru, Mehmet Onur Keskin · 0 citations