Raphaël Sourty

According to our database, Raphaël Sourty authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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, 2024

2023

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

PhD thesis, 2023

Enrichissement des modèles de langue pré-entraînés par la distillation mutuelle des connaissances.

Raphaël Sourty, José G. Moreno, François-Paul Servant, Lynda Tamine

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications, 2023

2022

CHERCHE: A New Tool to Rapidly Implement Pipelines in Information Retrieval.

Raphaël Sourty, José G. Moreno, Lynda Tamine, François-Paul Servant

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

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), 2022

2021

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

2020

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, 2020