CORAL uses an agentic loop to adaptively refine retrieval corpora and queries in multilingual RAG based on evidence critique, yielding up to 3.58 percentage point accuracy gains on low-resource language cultural QA benchmarks.
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CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG
CORAL uses an agentic loop to adaptively refine retrieval corpora and queries in multilingual RAG based on evidence critique, yielding up to 3.58 percentage point accuracy gains on low-resource language cultural QA benchmarks.