no code implementations • 10 Jun 2023 • Abdelhamid Haouhat, Slimane Bellaouar, Attia Nehar, Hadda Cherroun
This paper aims to address this gap by studying the impact of each modality on multimodal learning tasks.
1 code implementation • 10 Jun 2023 • Abdelhamid Haouhat, Slimane Bellaouar, Attia Nehar, Hadda Cherroun
In contrast, Arabic DL-based multimodal sentiment analysis (MSA) is still in its infantile stage due, mainly, to the lack of standard datasets.
1 code implementation • 12 May 2023 • Souad Taouti, Hadda Cherroun, Djelloul Ziadi
In this paper, we devise a parallel implementation of the sequential algorithm for the computation of some tree kernels of two finite sets of trees (Ouali-Sebti, 2015).
no code implementations • WS 2017 • Soumia Bougrine, Aicha Chorana, Abdallah Lakhdari, Hadda Cherroun
Our corpus encompasses the 8 major Algerian Arabic sub-dialects with 4881 speakers and more than 104. 4 hours segmented in utterances of at least 6 s.
no code implementations • 29 Mar 2017 • Soumia Bougrine, Hadda Cherroun, Djelloul Ziadi
Within HADID, a top-down hierarchical classification is applied, in which we use Deep Neural Networks (DNNs) method to build a local classifier for every parent node into the hierarchy dialect structure.
no code implementations • 26 Feb 2015 • Slimane Bellaouar, Hadda Cherroun, Djelloul Ziadi
Moreover, compared to the sparse dynamic approach, the proposed approach outperforms absolutely for long strings.
no code implementations • 26 Feb 2015 • Attia Nehar, Djelloul Ziadi, Hadda Cherroun
In this paper, we address the problems of Arabic Text Classification and stemming using Transducers and Rational Kernels.