2 papers
cs.CL2026
Using Multimodal and Language-Agnostic Sentence Embeddings for Abstractive Summarization
Chaimae Chellaf, Salima Mdhaffar, Yannick Estève +1
Abstractive summarization aims to generate concise summaries by creating new sentences, allowing for flexible rephrasing. However, this approach can be vulnerable to inaccuracies,…
cs.CL2025
SENSE models: an open source solution for multilingual and multimodal semantic-based tasks
Salima Mdhaffar, Haroun Elleuch, Chaimae Chellaf +2
This paper introduces SENSE (Shared Embedding for N-lingual Speech and tExt), an open-source solution inspired by the SAMU-XLSR framework and conceptually similar to Meta AI's SONA…