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Separating semantic and linguistic features can drastically enhance multilingual retrieval performance, especially in low-resource settings.
CroSearch-R1 reveals that integrating cross-lingual knowledge through a dynamic retrieval strategy can substantially enhance the performance of Retrieval-Augmented Generation systems.