3 papers
cs.IR2025
Generative Query Expansion with Multilingual LLMs for Cross-Lingual Information Retrieval
Olivia Macmillan-Scott, Roksana Goworek, Eda B. ÃzyiÄit
Query expansion is the reformulation of a user query by adding semantically related information, and is an essential component of monolingual and cross-lingual information retrieva…
cs.IR2025
What Drives Cross-lingual Ranking? Retrieval Approaches with Multilingual Language Models
Roksana Goworek, Olivia Macmillan-Scott, Eda B. ÃzyiÄit
Cross-lingual information retrieval (CLIR) enables access to multilingual knowledge but remains challenging due to disparities in resources, scripts, and weak cross-lingual semanti…
cs.IR2025
Bridging Language Gaps: Advances in Cross-Lingual Information Retrieval with Multilingual LLMs
Roksana Goworek, Olivia Macmillan-Scott, Eda B. ÃzyiÄit
Cross-lingual information retrieval (CLIR) addresses the challenge of retrieving relevant documents written in languages different from that of the original query. Research in this…