14 citations · 19 across the 4 of their papers we have counts for
4 papers
AraSSM: A bidirectional state-space encoder for Arabic masked language modeling
Ahmed Amine Aliane, Hassina Aliane, Nasredine Semmar
Pretrained Transformer encoders such as AraBERT, MARBERT, and CAMeLBERT have become the standard backbone for Arabic natural language understanding, but their self-attention mechan…
Efficient Multilingual Neural Machine Translation via Corpus-Driven Vocabulary Pruning: An English-Arabic Case Study
Ahmed Amine Aliane, Nasredine Semmar, Hassina Aliane
The adoption of large pre-trained multilingual models for neural machine translation (MNMT) faces a major challenge: excessive memory and computational consumption due to overly la…
AraCOVID19-SSD: Arabic COVID-19 Sentiment and Sarcasm Detection Dataset
Mohamed Seghir Hadj Ameur, Hassina Aliane
Coronavirus disease (COVID-19) is an infectious respiratory disease that was first discovered in late December 2019, in Wuhan, China, and then spread worldwide causing a lot of pan…
AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset
Mohamed Seghir Hadj Ameur, Hassina Aliane
Along with the COVID-19 pandemic, an "infodemic" of false and misleading information has emerged and has complicated the COVID-19 response efforts. Social networking sites such as…