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20242026
most citedA Survey on Retrieval And Structuring Augmented Generation with Large Language Models

15 citations · 17 across the 10 of their papers we have counts for

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cs.IR2026

Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Zhuofeng Li, Haoxiang Zhang, Cong Wei +16

Modern retrieval systems, whether lexical or semantic, expose a corpus through a fixed similarity interface that compresses access into a single top-k retrieval step before reasoni…

cs.IR2025

Multimodal Search in Chemical Documents and Reactions

Ayush Kumar Shah, Abhisek Dey, Leo Luo +9

We present a multimodal search tool that facilitates retrieval of chemical reactions, molecular structures, and associated text from scientific literature. Queries may combine mole…