Matthieu Sonnati

According to our database, Matthieu Sonnati authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

CLARE: A Category-Aware RAG-Based Framework for Recommending Learning Objects in Education and Professional Training.

Ichrak Ennaceur, Haytham Elghazel, Alexandre Aussem, Guillaume Lefebvre, Matthieu Sonnati

Proceedings of the Web Information Systems Engineering - WISE 2025 PhD Symposium, Demos and Workshops, 2025

Prompt-Based Recommendation with In-Context Learning and Category-Enriched Modeling.

Ichrak Ennaceur, Haytham Elghazel, Alexandre Aussem, Guillaume Lefebvre, Matthieu Sonnati

Proceedings of the 22nd IEEE/ACS International Conference on Computer Systems and Applications, 2025

2024

A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification.

Guillaume Lefebvre, Haytham Elghazel, Théodore Guillet, Alexandre Aussem, Matthieu Sonnati

Data Knowl. Eng., 2024

2023

BERTEPro : A new Sentence Embedding Framework for the Education and Professional Training domain.

Guillaume Lefebvre, Haytham Elghazel, Théodore Guillet, Alexandre Aussem, Matthieu Sonnati

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

BERTEPro : Une nouvelle approche de représentation sémantique dans le domaine de l'éducation et de la formation professionnelle.

Guillaume Lefebvre, Haytham Elghazel, Théodore Guillet, Alexandre Aussem, Matthieu Sonnati

Proceedings of the Extraction et Gestion des Connaissances, 2023