Knowledge Base Grounded Pre-trained Language Models via Distillation - Raphaël Sourty; José G. Moreno; François-Paul Servant; Lynda Tamine (Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, SAC 2024, Avila, Spain, April 8-12, 2024, 2024)

Apprentissage de représentation de graphes de connaissances et enrichissement de modèles de langue pré-entraînés par les graphes de connaissances : approches basées sur les modèles de distillation. (Learning of semantic information representations, adapted to Natural Language Processing and Information Search, from texts and formal knowledge bases in the field) - Raphaël Sourty (Paul Sabatier University, Toulouse, France, 2023)

Enrichissement des modèles de langue pré-entraînés par la distillation mutuelle des connaissances - Raphaël Sourty; José G. Moreno; François-Paul Servant; Lynda Tamine (Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications, CORIA 203, Paris, France, June 5-9, 2023, 2023)

Using CHERCHE to Empower Newcomers into Neural Information Retrieval - Extended Abstract - Raphaël Sourty; José G. Moreno; Lynda Tamine; François-Paul Servant (Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), Samatan, Gers, France, July 4-7, 2022, 2022)

CHERCHE: A New Tool to Rapidly Implement Pipelines in Information Retrieval - Raphaël Sourty; José G. Moreno; Lynda Tamine; François-Paul Servant (SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022, 2022)

River: machine learning for streaming data in Python - Jacob Montiel; Max Halford; Saulo Martiello Mastelini; Geoffrey Bolmier; Raphaël Sourty; Robin Vaysse; Adil Zouitine; Heitor Murilo Gomes; Jesse Read; Talel Abdessalem; Albert Bifet (J. Mach. Learn. Res., 2021)

Knowledge Base Embedding By Cooperative Knowledge Distillation - Raphaël Sourty; José G. Moreno; François-Paul Servant; Lynda Tamine-Lechani (Proceedings of the 28th International Conference on Computational Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 2020, 2020)

River: machine learning for streaming data in Python - Jacob Montiel; Max Halford; Saulo Martiello Mastelini; Geoffrey Bolmier; Raphaël Sourty; Robin Vaysse; Adil Zouitine; Heitor Murilo Gomes; Jesse Read; Talel Abdessalem; Albert Bifet (CoRR, 2020)