Adaptive RAG systems exhibit a large robustness gap: small surface changes in semantically identical queries cause big shifts in retrieval decisions and answer accuracy.
InProceedings of the 47th Interna- tional ACM SIGIR Conference on Research and De- velopment in Information Retrieval, SIGIR ’24, page 719–729, New York, NY , USA
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How You Ask Matters! Adaptive RAG Robustness to Query Variations
Adaptive RAG systems exhibit a large robustness gap: small surface changes in semantically identical queries cause big shifts in retrieval decisions and answer accuracy.