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Cahit Berkay Kazangirler

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#artificial intelligence Preprint Oct 2026

SpectRAG: Weighted Chunk Graphs for Token-Budgeted Context Selection in Multi-Hop Retrieval-Augmented Generation

Retrieval-augmented generation (RAG) systems ground large language models (LLMs) by retrieving external evidence and conditioning generation on the retrieved context. Although dense retrieval is effective for local semantic matching, independently ranked retrieval can return redundant passages, miss cross-chunk depende...

Z. Sahinoglu, A. Mohammed, Buse Yaren Kazangirler et al. · 0 citations

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