Publications

You can also find my articles on my Google Scholar profile.

Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records, Jesús Lovón-Melgarejo, Thouria Ben-Haddi, Jules Di Scala, José G Moreno, Lynda Tamine, LREC-COLING (Workshop CL4health) - Workshop paper [Paper]
Probing Pretrained Language Models with Hierarchy Properties, Jesús Lovón-Melgarejo, Jose G Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine, ECIR - Long conference paper [Code] [Paper]
eval-rationales: An End-to-End Toolkit to Explain and Evaluate Transformers-Based Models, Khalil Maachou, Jesús Lovón-Melgarejo, Jose G Moreno, Lynda Tamine, ECIR - Demo paper [Code] [Paper]

MEERQAT-IRIT at SemEval-2023 task 2: Leveraging contextualized tag descriptors for multilingual named entity recognition, Jesus Lovon-Melgarejo, Jose Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine, SemEval - Workshop paper [Paper]

Can we guide a multi-hop reasoning language model to incrementally learn at each single-hop?, Jesus Lovon, Jose G Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine, COLING - Long conference paper [Code] [Paper]
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 - ACM SIGIR - Resource paper [Code] [Paper]

Studying the Catastrophic Forgetting Problem in Neural Ranking Models, Jesús Lovón-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat and Lynda Tamine. ECIR - Long conference paper [Code] [Paper]

What Can Task Teach Us About Query Reformulations? Lynda Tamine, Jesús Lovón Melgarejo, Karen Pinel-Sauvagnat. ECIR - Long conference paper [Paper]

Comparative Study of Supervised Learning and Metaheuristic Algorithms for the Development of Bluetooth-Based Indoor Localization Mechanisms, J. Lovón-Melgarejo, M. Castillo-Cara, O. Huarcaya-Canal, L. Orozco-Barbosa and I. García-Varea. IEEE Access - Journal article [Paper]

An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism, Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo-Rocca, Luis Orozco-Barbosa and Ismael García-Varea. Journal of Sensors - Journal article [Paper]
An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms, Castillo-Cara Manuel, Lovón-Melgarejo Jesús, Bravo-Rocca Gusseppe, Orozco-Barbosa Luis, García-Varea Ismael. Sensors - Journal article [Paper]
Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beacons, J. Lovon-Melgarejo, M. Castillo-Cara, L. Orozco-Barbosa and I. García-Varea. LA-CCI-2017 - Conference paper [Paper]