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ORCIDClément Christophe
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2020 – today
- 2024
[c5]Clément Christophe, Tathagata Raha, Svetlana Maslenkova, Muhammad Umar Salman, Praveen K. Kanithi, Marco AF Pimentel, Shadab Khan:
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. EMNLP (Findings) 2024: 10549-10561- [i8]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:
Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches. CoRR abs/2404.14779 (2024) - [i7]Marco AF Pimentel, Clément Christophe, Tathagata Raha, Prateek Munjal, Praveen K. Kanithi, Shadab Khan:
Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks. CoRR abs/2407.21072 (2024) - [i6]Clément Christophe, Praveen K. Kanithi, Tathagata Raha, Shadab Khan, Marco AF Pimentel:
Med42-v2: A Suite of Clinical LLMs. CoRR abs/2408.06142 (2024) - [i5]Praveen K. Kanithi, Clément Christophe, Marco AF Pimentel, Tathagata Raha, Nada Saadi, Hamza Javed, Svetlana Maslenkova, Nasir Hayat, Ronnie Rajan, Shadab Khan:
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications. CoRR abs/2409.07314 (2024) - [i4]Clément Christophe, Tathagata Raha, Svetlana Maslenkova, Muhammad Umar Salman, Praveen K. Kanithi, Marco AF Pimentel, Shadab Khan:
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. CoRR abs/2409.14988 (2024) - [i3]Wadood M. Abdul, Marco AF Pimentel, Muhammad Umar Salman, Tathagata Raha, Clément Christophe, Praveen K. Kanithi, Nasir Hayat, Ronnie Rajan, Shadab Khan:
Named Clinical Entity Recognition Benchmark. CoRR abs/2410.05046 (2024) - 2021
- [b1]Clément Christophe:
Détection de nouveauté au plus tôt dans des flux de données textuelles. (Early novelty detection in textual data streams). University of Lyon, France, 2021 - [j1]Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar:
Change detection in textual classification with unexpected dynamics. Expert Syst. Appl. 176: 114831 (2021) - [c4]Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard:
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP (1) 2021: 994-1003 - [c3]Philippe Suignard, Alexandra Benamar, Nazim Messous, Clément Christophe, Marie Jubault, Meryl Bothua:
Participation d'EDF R&D à DEFT 2021 (EDF R&D Participation to DEFT 2021). TALN (DEFT) 2021: 72-81 - [i2]Clément Christophe, Julien Velcin, Jairo Cugliari, Manel Boumghar, Philippe Suignard:
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. CoRR abs/2111.03496 (2021)
2010 – 2019
- 2019
- [c2]Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar:
How to Detect Novelty in Textual Data Streams? A Comparative Study of Existing Methods. AALTD@PKDD/ECML 2019: 110-125 - [i1]Clément Christophe, Julien Velcin, Jairo Cugliari, Philippe Suignard, Manel Boumghar:
How to detect novelty in textual data streams? A comparative study of existing methods. CoRR abs/1909.05099 (2019) - 2018
- [c1]Clément Christophe, Julien Velcin, Manel Boumghar:
Utilisation de techniques de modélisation thématiques pour la détection de nouveauté dans des flux de données textuelles. EGC 2018: 239-250
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