TRIO: UTS-led paper coordinates three agents to refine retrieval-augmented generation

uts-research · hf · 2026-11-10

A paper from University of Technology Sydney, UW–Madison and Peking University proposes TRIO (Task Refinement with Individual Optimization), a RAG framework where three specialized agents iteratively refine query expansion, retrieval judgment and answer accuracy, targeting insufficient context and knowledge underutilization in the retrieval stage.

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