Jesús Lovón-Melgarejo

2026

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ReToP: Learning to Rewrite Electronic Health Records for Clinical Prediction.
Jesús Lovón-Melgarejo|José G. Moreno|Christine Damase-Michel|Lynda Tamine
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

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Évaluation des capacités des grands modèles de langue à comprendre les dossiers médicaux de patients : Une étude approfondie de l'extraction et la recherche de données des patients.
Jesús Lovón-Melgarejo|Martin Mouysset|Jo Oleiwan|José G. Moreno|Christine Damase-Michel|Lynda Tamine
Actes de la 20e Conférence en Recherche d'Information et Applications, CORIA 2025, Marseille, France, Juin 30 - Juillet 4, 2025
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Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval.
Jesús Lovón-Melgarejo|Martin Mouysset|Jo Oleiwan|José G. Moreno|Christine Damase-Michel|Lynda Tamine
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part II

2024

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Une Librairie pour Évaluer l'Interprétabilité des Modèles de Langue.
Khalil Maachou|Jesús Lovón-Melgarejo|José G. Moreno|Lynda Tamine
COnférence en Recherche d'Informations et Applications - CORIA 2024, French Information Retrieval Conference, La Rochelle, France, April 3, 2024.
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Probing Pretrained Language Models with Hierarchy Properties.
Jesús Lovón-Melgarejo|José G. Moreno|Romaric Besançon|Olivier Ferret|Lynda Tamine
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part II
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eval-rationales: An End-to-End Toolkit to Explain and Evaluate Transformers-Based Models.
Khalil Maachou|Jesús Lovón-Melgarejo|José G. Moreno|Lynda Tamine
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part V

2022

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ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities.
Paul Lerner|Olivier Ferret|Camille Guinaudeau|Hervé Le Borgne|Romaric Besançon|José G. Moreno|Jesús Lovón-Melgarejo
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Oubli catastrophique et approches neuronales pour la Recherche d'Information.
Jesús Lovón-Melgarejo|Laure Soulier|Karen Pinel-Sauvagnat|Lynda Tamine
COnférence en Recherche d'Informations et Applications - CORIA 2021, French Information Retrieval Conference, Grenoble, France, April 15, 2021.
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Studying Catastrophic Forgetting in Neural Ranking Models.
Jesús Lovón-Melgarejo|Laure Soulier|Karen Pinel-Sauvagnat|Lynda Tamine
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I

2020

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What Can Task Teach Us About Query Reformulations?
Lynda Tamine|Jesús Lovón-Melgarejo|Karen Pinel-Sauvagnat
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part I