Clément Christophe

According to our database, Clément Christophe authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Named Clinical Entity Recognition Benchmark.

Wadood M. Abdul, Marco AF Pimentel, Muhammad Umar Salman, Tathagata Raha, Clément Christophe, Praveen K. Kanithi, Nasir Hayat, Ronnie Rajan, Shadab Khan

CoRR, 2024

MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications.

Praveen K. Kanithi, Clément Christophe, Marco AF Pimentel, Tathagata Raha, Nada Saadi, Hamza Javed, Svetlana Maslenkova, Nasir Hayat, Ronnie Rajan, Shadab Khan

CoRR, 2024

Med42-v2: A Suite of Clinical LLMs.

Clément Christophe, Praveen K. Kanithi, Tathagata Raha, Shadab Khan, Marco AF Pimentel

CoRR, 2024

Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks.

Marco AF Pimentel, Clément Christophe, Tathagata Raha, Prateek Munjal, Praveen K. Kanithi, Shadab Khan

CoRR, 2024

Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.

Clément Christophe, Praveen K. Kanithi, Prateek Munjal, Tathagata Raha, Nasir Hayat, Ronnie Rajan, Ahmed Al-Mahrooqi, Avani Gupta, Muhammad Umar Salman, Gurpreet Gosal, Bhargav Kanakiya, Charles Chen, Natalia Vassilieva, Boulbaba Ben Amor, Marco AF Pimentel, Shadab Khan

CoRR, 2024

Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs.

Clément Christophe, Tathagata Raha, Svetlana Maslenkova, Muhammad Umar Salman, Praveen K. Kanithi, Marco AF Pimentel, Shadab Khan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2021

Détection de nouveauté au plus tôt dans des flux de données textuelles. (Early novelty detection in textual data streams).

Clément Christophe

PhD thesis, 2021

Change detection in textual classification with unexpected dynamics.

Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar

Expert Syst. Appl., 2021

Participation d'EDF R&D à DEFT 2021 (EDF R&D Participation to DEFT 2021).

Philippe Suignard, Alexandra Benamar, Nazim Messous, Clément Christophe, Marie Jubault, Meryl Bothua

Proceedings of the Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Atelier DÉfi Fouille de Textes, DEFT@TALN 2021, Lille, France, June 28, 2021

Monitoring geometrical properties of word embeddings for detecting the emergence of new topics.

Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2019

How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods.

Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019

2018

Utilisation de techniques de modélisation thématiques pour la détection de nouveauté dans des flux de données textuelles.

Clément Christophe, Julien Velcin, Manel Boumghar

Proceedings of the Extraction et Gestion des Connaissances, 2018