Derby LLM - Évaluation comparative des approches RAG et fine-tuning. - Christophe Bouvard; Mathieu Ciancone; Antoine Gourru; Marion Schaeffer (APIA, 2024)

Extending the Massive Text Embedding Benchmark to French. - Mathieu Ciancone; Imene Kerboua; Marion Schaeffer; Wissam Siblini (CoRR, 2024)

MTEB-FR: une expérience à large échelle pour l'apprentissage de représentation en français. - Wissam Siblini; Mathieu Ciancone; Imene Kerboua; Marion Schaeffer (EGC, 2025)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (ICLR, 2025)

Doing More with Less - Implementing Routing Strategies in Large Language Model-Based Systems: An Extended Survey. - Clovis Varangot-Reille; Christophe Bouvard; Antoine Gourru; Mathieu Ciancone; Marion Schaeffer; François Jacquenet (CoRR, 2025)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (CoRR, 2025)