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cs.IR2026
BoundaryMORPH: Budgeted Reranking via Active Set Selection for Diffuse Retrieval
Eylon Caplan, Shamik Roy, Shib Sankar Dasgupta +2
Open-ended queries in modern Retrieval-Augmented Generation (RAG) are increasingly "diffuse," requiring a large set of documents to be assembled into a finite LLM context window. T…
cs.CL2026
PROMPT2BOX:Improving LLM Weakness Discovery and Specificity Estimation by Uncovering Entailment Structure among Prompts
Neeladri Bhuiya, Shib Sankar Dasgupta, Andrew McCallum +1
To discover the weaknesses of LLMs, researchers often embed prompts into a vector space and cluster them to extract insightful patterns. However, vector embeddings primarily captur…