Jesús Lovón-Melgarejo

27 papers A* 1A 1B 1Journal 10Unranked 13
YearRankTypeTitle / Venue / Authors
2026 A conf
ReToP: Learning to Rewrite Electronic Health Records for Clinical Prediction.
WSDM
Jesús Lovón-Melgarejo, José G. Moreno, Christine Damase-Michel, Lynda Tamine
2026 J jnl
ReToP: Learning to Rewrite Electronic Health Records for Clinical Prediction.
CoRR
Jesús Lovón-Melgarejo, José G. Moreno, Christine Damase-Michel, Lynda Tamine
2025 — conf
Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval.
ECIR (2)
Jesús Lovón-Melgarejo, Martin Mouysset, Jo Oleiwan, José G. Moreno, Christine Damase-Michel, Lynda Tamine
2025 J jnl
Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval.
CoRR
Jesús Lovón-Melgarejo, Martin Mouysset, Jo Oleiwan, José G. Moreno, Christine Damase-Michel, Lynda Tamine
2025 J jnl
PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare.
CoRR
José G. Moreno, Jesús Lovón-Melgarejo, M'Rick Robin-Charlet, Christine Damase-Michel, Lynda Tamine
2025 J jnl
PeruMedQA: Benchmarking Large Language Models (LLMs) on Peruvian Medical Exams - Dataset Construction and Evaluation.
CoRR
Rodrigo M. Carrillo-Larco, Jesús Lovón-Melgarejo, Manuel Castillo-Cara, Gusseppe Bravo Rocca
2025 J jnl
Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records.
CoRR
Jesús Lovón-Melgarejo, Thouria Ben-Haddi, Jules Di Scala, José G. Moreno, Lynda Tamine
2025 — conf
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.
CORIA
Jesús Lovón-Melgarejo, Martin Mouysset, Jo Oleiwan, José G. Moreno, Christine Damase-Michel, Lynda Tamine
2024 — —
Evaluation and Integration of Structural Knowledge for Pre-trained Language Models. (Évaluation et intégration des connaissances structurelles pour modèles de langue pré-entraînés).
Jesús Lovón-Melgarejo
2024 — conf
Probing Pretrained Language Models with Hierarchy Properties.
ECIR (2)
Jesús Lovón-Melgarejo, José G. Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine
2024 — conf
Une Librairie pour Évaluer l'Interprétabilité des Modèles de Langue.
CORIA
Khalil Maachou, Jesús Lovón-Melgarejo, José G. Moreno, Lynda Tamine
2024 — conf
eval-rationales: An End-to-End Toolkit to Explain and Evaluate Transformers-Based Models.
ECIR (5)
Khalil Maachou, Jesús Lovón-Melgarejo, José G. Moreno, Lynda Tamine
2024 — conf
Évaluer les modèles de langue pré-entraînés avec des propriétés de hiérarchie.
TALN (2)
Jesús Lovón-Melgarejo, José G. Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine
2023 — conf
MEERQAT-IRIT at SemEval-2023 Task 2: Leveraging Contextualized Tag Descriptors for Multilingual Named Entity Recognition.
SemEval@ACL
Jesús Lovón-Melgarejo, José G. Moreno, Romaric Besançon, Olivier Ferret, Lynda Lechani
2023 J jnl
Probing Pretrained Language Models with Hierarchy Properties.
CoRR
Jesús Lovón-Melgarejo, José G. Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine
2023 — conf
Reconnaissance d'Entités Nommées fondée sur des Modèles de Langue Enrichis avec des Définitions des Types d'Entités.
CORIA-TALN
Jesús Lovón-Melgarejo, José G. Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine
2022 B conf
Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop?
COLING
Jesús Lovón-Melgarejo, José G. Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine
2022 — conf
Un jeu de données pour répondre à des questions visuelles à propos d'entités nommées en utilisant des bases de connaissances (ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities).
TALN-RECITAL
Paul Lerner, Olivier Ferret, Camille Guinaudeau, Hervé Le Borgne, Romaric Besançon, José G. Moreno, Jesús Lovón-Melgarejo
2022 A* conf
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities.
SIGIR
Paul Lerner, Olivier Ferret, Camille Guinaudeau, Hervé Le Borgne, Romaric Besançon, José G. Moreno, Jesús Lovón-Melgarejo
2021 — conf
Oubli catastrophique et approches neuronales pour la Recherche d'Information.
CORIA
Jesús Lovón-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
2021 — conf
Studying Catastrophic Forgetting in Neural Ranking Models.
ECIR (1)
Jesús Lovón-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
2021 J jnl
Studying Catastrophic Forgetting in Neural Ranking Models.
CoRR
Jesús Lovón-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
2020 — conf
What Can Task Teach Us About Query Reformulations?
ECIR (1)
Lynda Tamine, Jesús Lovón-Melgarejo, Karen Pinel-Sauvagnat
2019 J jnl
Comparative Study of Supervised Learning and Metaheuristic Algorithms for the Development of Bluetooth-Based Indoor Localization Mechanisms.
IEEE Access
Jesús Lovón-Melgarejo, Manuel Castillo-Cara, Oscar Huarcaya-Canal, Luis Orozco-Barbosa, Ismael García-Varea
2017 J jnl
An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism.
J. Sensors
Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo Rocca, Luis Orozco-Barbosa, Ismael García-Varea
2017 J jnl
An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms.
Sensors
Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo Rocca, Luis Orozco-Barbosa, Ismael García-Varea
2017 — conf
Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beacons.
LA-CCI
Jesús Lovón-Melgarejo, Manuel Castillo-Cara, Luis Orozco-Barbosa, Ismael García-Varea