4 papers
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
Chandler Smith, Marwa Abdulhai, Manfred Diaz +83
Large Language Model (LLM) agents have demonstrated impressive capabilities for social interaction and are increasingly being deployed in situations where they might engage with bo…
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…
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…
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…