Marc Vincent

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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

Venues

NAACL (2) COLING (1)

Top co-authors

Nicolas Garcelon (2) Judith Jeyafreeda Andrew (2) Miguel Couceiro (1) Olivia Boyer (1) Adrien Coulet (1) Nesrine Bannour (1) Anita Burgun (1) Safa Alsaidi (1)

Research topics

Artificial Intelligence (2) Natural Language Processing (2) Resources & Methods (2) Deep Learning (1) Healthcare & Medicine (1) Machine Learning (1) Applications (1) Architectures (1) Clinical (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Understanding (1)

Keywords

clinical text (3) large language model (2) language model fine-tuning (1) embedding method (1) event extraction (1) bert-based model (1) hierarchical attention network (1) patient representation (1) rare disease (1) timeline extraction (1) temporal entity extraction (1) few-shot learning (1) patient-note identification (1) named entity recognition (1)

Papers

Comparing representations of long clinical texts for the task of patient-note identification NAACL 2025 Evaluating LLMs for Temporal Entity Extraction from Pediatric Clinical Text in Rare Diseases Context COLING 2024 Team NLPeers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative LLM do it all or is smaller model fine-tuning still relevant ? NAACL 2024