Multilingual and Nested Biomedical Named Entity Normalization via Candidate Retrieval and Lightweight Large Language Model Disambiguation. - Antoine D. Lain; Chaeeun Lee; Simona E. Doneva; Maria Juliana Rodriguez-Cubillos; Elisa Castagnari; T. Ian Simpson; Joram M. Posma (CLEF (Working Notes), 2025)

Understanding Gut-Brain Interplay in Scientific Literature: A Hybrid Approach from Classification to Generative LLM Reasoning. - Chaeeun Lee; Simona E. Doneva; Maria Juliana Rodriguez-Cubillos; Elisa Castagnari; Antoine D. Lain; Joram M. Posma; T. Ian Simpson (CLEF (Working Notes), 2025)