Utilisation de techniques de modélisation thématiques pour la détection de nouveauté dans des flux de données textuelles. - Clément Christophe; Julien Velcin; Manel Boumghar (EGC, 2018)

How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods. - Clément Christophe; Julien Velcin; Jairo Cugliari; Philippe Suignard; Manel Boumghar (AALTD@PKDD/ECML, 2019)

Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. - Clément Christophe; Julien Velcin; Jairo Cugliari; Manel Boumghar; Philippe Suignard (EMNLP (1), 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 (TALN (DEFT), 2021)

Change detection in textual classification with unexpected dynamics. - Clément Christophe; Julien Velcin; Jairo Cugliari; Philippe Suignard; Manel Boumghar (Expert Syst. Appl., 2021)

Détection de nouveauté au plus tôt dans des flux de données textuelles. (Early novelty detection in textual data streams). - Clément Christophe (2021)

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 (EMNLP (Findings), 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; et al. (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-v2: A Suite of Clinical LLMs. - Clément Christophe; Praveen K. Kanithi; Tathagata Raha; Shadab Khan; Marco AF Pimentel (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)

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)

Bridging Language Barriers in Healthcare: A Study on Arabic LLMs. - Nada Saadi; Tathagata Raha; Clément Christophe; Marco AF Pimentel; Ronnie Rajan; Praveen K. Kanithi (CoRR, 2025)