一作ACL 2026Findings· Findings of ACL
Breaking Language Preference in Multilingual RAG via Language-Controllable Retrieval and Language-Agnostic Reasoning
Wenshuai Huo · Xiaocheng Feng · Baohang Li · Chengpeng Fu · yichong huang · Hui Wang · Bing Qin
摘要
Retrieval-Augmented Generation (RAG) significantly improves the factual accuracy and generation quality of large language models by incorporating external knowledge. However, in multilingual settings, RAG systems suffer from severe language preference. On the one hand, the retrieval stage is sens...