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2020 – today
- 2024
[c5]Raphaël Sourty
, José G. Moreno, François-Paul Servant, Lynda Tamine:
Knowledge Base Grounded Pre-trained Language Models via Distillation. SAC 2024: 1617-1625- 2023
- [b1]Raphaël Sourty:
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). Paul Sabatier University, Toulouse, France, 2023 - [c4]Raphaël Sourty, José G. Moreno, François-Paul Servant, Lynda Tamine:
Enrichissement des modèles de langue pré-entraînés par la distillation mutuelle des connaissances. CORIA-TALN 2023: 139-156 - 2022
- [c3]Raphaël Sourty, José G. Moreno, Lynda Tamine, François-Paul Servant:
Using CHERCHE to Empower Newcomers into Neural Information Retrieval - Extended Abstract. CIRCLE 2022 - [c2]Raphaël Sourty, José G. Moreno, Lynda Tamine, François-Paul Servant:
CHERCHE: A New Tool to Rapidly Implement Pipelines in Information Retrieval. SIGIR 2022: 3283-3288 - 2021
- [j1]Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet:
River: machine learning for streaming data in Python. J. Mach. Learn. Res. 22: 110:1-110:8 (2021) - 2020
- [c1]Raphaël Sourty, José G. Moreno, François-Paul Servant, Lynda Tamine-Lechani:
Knowledge Base Embedding By Cooperative Knowledge Distillation. COLING 2020: 5579-5590 - [i1]Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet:
River: machine learning for streaming data in Python. CoRR abs/2012.04740 (2020)
Coauthor Index
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