added CLEF papers

Author: tisimpson

publications.markdown

@@ -4,6 +4,10 @@ title: publications
 permalink: /publications/
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+Lee C, Doneva SE, Rodriguez-Cubillos MJ, Castagnari E, Lain AD, Posma JM, Simpson TI. Understanding Gut-Brain Interplay in Scientific Literature: A Hybrid Approach from Classification to Generative LLM Reasoning [CLEF Working Notes (2025) pp.393-410](https://ceur-ws.org/Vol-4038/paper_27.pdf)
+
+Lain AD, Lee C, Doneva SE, Rodriguez-Cubillos MJ, Castagnari E, Simpson TI, Posma JM. Multilingual and Nested Biomedical Named Entity Normalization via Candidate Retrieval and Lightweight Large Language Model Disambiguation [CLEF Working Notes (2025) pp.383-392](https://ceur-ws.org/Vol-4038/paper_26.pdf)
+
 Weissenbacher, D., Zhao, X., Priestley, J. R. C., et al. Automatic genetic phenotype normalization from dysmorphology physical examinations: an overview of the BioCreative VIII—Task 3 competition. Database (2025) Vol. 2025: article ID baaf051. [https://doi.org/10.1093/database/baaf051](https://doi.org/10.1093/database/baaf051)
 
 S. Kamp, G. Stracquadanio, and T. I. Simpson, GNN-Suite: a Graph Neural Network Benchmarking Framework for Biomedical Informatics. arXiv.2505.10711 2025 [https://doi.org/10.48550/arXiv.2505.10711](https://doi.org/10.48550/arXiv.2505.10711). [pre-print]