Seongtae Hong
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The paper proposes MIMO, a two-stage framework that improves Multilingual Information Retrieval (MLIR) by stabilizing cross-lingual alignment and enhancing retrieval discrimination using a combination of knowledge distillation and joint contrastive learning.
The paper introduces LAMAR, a language aware multilingual cross encoder for multilingual retrieval augmented generation, which prioritizes documents written in the same language as the query for language coherence while maintaining semantic relevance.
Papers
LAMAR: An Open Language-Aware Multilingual Alignment Reranker
Seongtae Hong, Youngjoon Jang, Jungseob Lee, Seungyoon Lee +1 more
The paper introduces LAMAR, a language aware multilingual cross encoder for multilingual retrieval augmented generation, which prioritizes documents written in the same language as the query for langu…