AI RESEARCH
CroSearch-R1: Better Leveraging Cross-lingual Knowledge for Retrieval-Augmented Generation
arXiv CS.CL
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ArXi:2604.25182v1 Announce Type: new A multilingual collection may contain useful knowledge in other languages to supplement and correct the facts in the original language for Retrieval-Augmented Generation (RAG). However, the vanilla approach that simply concatenates multiple pieces of knowledge from different languages into the context may fail to improve effectiveness due to the potential disparities across languages.