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Adaptive RAG via Retrieval Augmentation

Adaptive RAG via Retrieval Augmentation

I. Singh, E. Dubois, H. Kim, B. Chen, G. Hassan, J. Tremblay

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2025-11-17
agentstrainingalignmentragprivacy

Abstract

This paper proposes a method that improves quality, reliability, and efficiency for modern AI systems. We evaluate on standard benchmarks and provide ablations and analyses. Results indicate consistent gains with minimal overhead.