Jesus Lovon-Melgarejo

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner

Venues

COLING (2) NAACL (1) SemEval (1)

Top co-authors

José G. Moreno (4) Lynda Tamine (3) Romaric Besançon (2) Olivier Ferret (2) Lynda Lechani (1) Jules Di Scala (1) Thouria Ben-Haddi (1) Christine Damase-Michel (1) M’rick Robin-Charlet (1)

Research topics

Artificial Intelligence (3) Natural Language Processing (3) Learning Paradigms (2) Resources & Methods (2) Machine Learning (1) Applications (1) Core AI (1) Learning Types (1) Understanding (1)

Keywords

language model (2) transfer learning (1) knowledge transfer (1) multilingual nlp (1) question answering (1) named entity recognition (1) incremental learning (1) electronic health record (1) pre-trained language model (1) multi-hop reasoning (1) mortality prediction (1) contextualized representation (1) incremental reasoning skill (1) single-hop reasoning (1) zero-shot learning (1) tag descriptor (1)

Papers

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare NAACL 2025 Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records COLING 2024 MEERQAT-IRIT at SemEval-2023 Task 2: Leveraging Contextualized Tag Descriptors for Multilingual Named Entity Recognition SemEval 2023 Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022