作者位次 #4/7SIGIR 2026Oral· Information Retrieval (Perspective)
LLM-Oriented Information Retrieval: A Denoising-First Perspective
Lu Dai · Liang Sun · Fanpu Cao · Ziyang Rao · Cehao Yang · Hao Liu · Hui Xiong
摘要
Modern information retrieval (IR) is no longer consumed primarily by humans but increasingly by large language models (LLMs) via retrieval-augmented generation (RAG) and agentic search. Unlike human users, LLMs are constrained by limited attention budgets and are uniquely vulnerable to noise; mis...