Tag
LAMAR is a language-aware multilingual cross-encoder reranker that uses English-anchored relevance distillation and preference alignment to prioritize documents in the same language as the query while preserving semantic relevance, achieving strong performance on multilingual benchmarks.
MLAIRE is a multilingual language-aware information retrieval evaluation protocol that separates semantic retrieval accuracy from query-language preference to better assess retrieval utility across mixed-language corpora.