Clément Christophe

21 papers A* 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-Examination Framework: A Task-Agnostic Diagnostic for Information Fidelity in Text-to-Text Generation.
CoRR
Tathagata Raha, Clément Christophe, Nada Saadi, Hamza Javed, Marco AF Pimentel, Ronnie Rajan, Praveenkumar Kanithi
2026 J jnl
Do Instruction-Tuned Models Always Perform Better Than Base Models? Evidence from Math and Domain-Shifted Benchmarks.
CoRR
Prateek Munjal, Clément Christophe, Ronnie Rajan, Praveenkumar Kanithi
2026 J jnl
Overalignment in Frontier LLMs: An Empirical Study of Sycophantic Behaviour in Healthcare.
CoRR
Clément Christophe, Wadood M. Abdul, Prateek Munjal, Tathagata Raha, Ronnie Rajan, Praveenkumar Kanithi
2025 J jnl
Bridging Language Barriers in Healthcare: A Study on Arabic LLMs.
CoRR
Nada Saadi, Tathagata Raha, Clément Christophe, Marco AF Pimentel, Ronnie Rajan, Praveen K. Kanithi
2025 A* conf
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency.
EMNLP
Svetlana Maslenkova, Clément Christophe, Marco AF Pimentel, Tathagata Raha, Muhammad Umar Salman, Ahmed Al-Mahrooqi, Avani Gupta, Shadab Khan, Ronnie Rajan, Praveen K. Kanithi
2025 J jnl
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency.
CoRR
Svetlana Maslenkova, Clément Christophe, Marco AF Pimentel, Tathagata Raha, Muhammad Umar Salman, Ahmed Al-Mahrooqi, Avani Gupta, Shadab Khan, Ronnie Rajan, Praveen K. Kanithi
2024 — conf
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs.
EMNLP (Findings)
Clément Christophe, Tathagata Raha, Svetlana Maslenkova, Muhammad Umar Salman, Praveen K. Kanithi, Marco AF Pimentel, Shadab Khan
2024 J jnl
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs.
CoRR
Clément Christophe, Tathagata Raha, Svetlana Maslenkova, Muhammad Umar Salman, Praveen K. Kanithi, Marco AF Pimentel, Shadab Khan
2024 J jnl
Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks.
CoRR
Marco AF Pimentel, Clément Christophe, Tathagata Raha, Prateek Munjal, Praveen K. Kanithi, Shadab Khan
2024 J jnl
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications.
CoRR
Praveen K. Kanithi, Clément Christophe, Marco AF Pimentel, Tathagata Raha, Nada Saadi, Hamza Javed, Svetlana Maslenkova, Nasir Hayat, Ronnie Rajan, Shadab Khan
2024 J jnl
Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches.
CoRR
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
2024 J jnl
Med42-v2: A Suite of Clinical LLMs.
CoRR
Clément Christophe, Praveen K. Kanithi, Tathagata Raha, Shadab Khan, Marco AF Pimentel
2024 J jnl
Named Clinical Entity Recognition Benchmark.
CoRR
Wadood M. Abdul, Marco AF Pimentel, Muhammad Umar Salman, Tathagata Raha, Clément Christophe, Praveen K. Kanithi, Nasir Hayat, Ronnie Rajan, Shadab Khan
2021 J jnl
Change detection in textual classification with unexpected dynamics.
Expert Syst. Appl.
Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar
2021 — —
Détection de nouveauté au plus tôt dans des flux de données textuelles. (Early novelty detection in textual data streams).
Clément Christophe
2021 — conf
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics.
EMNLP (1)
Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard
2021 J jnl
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics.
CoRR
Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard
2021 — conf
Participation d'EDF R&D à DEFT 2021 (EDF R&D Participation to DEFT 2021).
TALN (DEFT)
Philippe Suignard, Alexandra Benamar, Nazim Messous, Clément Christophe, Marie Jubault, Meryl Bothua
2019 — conf
How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods.
AALTD@PKDD/ECML
Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar
2019 J jnl
How to detect novelty in textual data streams? A comparative study of existing methods.
CoRR
Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar
2018 — conf
Utilisation de techniques de modélisation thématiques pour la détection de nouveauté dans des flux de données textuelles.
EGC
Clément Christophe, Julien Velcin, Manel Boumghar