26 citations · 37 across the 6 of their papers we have counts for
6 papers
A Comprehensive Study on NLP Data Augmentation for Hate Speech Detection: Legacy Methods, BERT, and LLMs
Md Saroar Jahan, Mourad Oussalah, Djamila Romaissa Beddia +2
The surge of interest in data augmentation within the realm of NLP has been driven by the need to address challenges posed by hate speech domains, the dynamic nature of social medi…
Cross-Linguistic Offensive Language Detection: BERT-Based Analysis of Bengali, Assamese, & Bodo Conversational Hateful Content from Social Media
Jhuma Kabir Mim, Mourad Oussalah, Akash Singhal
In today's age, social media reigns as the paramount communication platform, providing individuals with the avenue to express their conjectures, intellectual propositions, and refl…
Saliency-based Video Summarization for Face Anti-spoofing
Usman Muhammad, Mourad Oussalah, Jorma Laaksonen
With the growing availability of databases for face presentation attack detection, researchers are increasingly focusing on video-based face anti-spoofing methods that involve hund…
DziriBERT: a Pre-trained Language Model for the Algerian Dialect
Amine Abdaoui, Mohamed Berrimi, Mourad Oussalah +1
Pre-trained transformers are now the de facto models in Natural Language Processing given their state-of-the-art results in many tasks and languages. However, most of the current m…
Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection
Djamila Romaissa Beddiar, Md Saroar Jahan, Mourad Oussalah
With proliferation of user generated contents in social media platforms, establishing mechanisms to automatically identify toxic and abusive content becomes a prime concern for reg…
A systematic review of Hate Speech automatic detection using Natural Language Processing
Md Saroar Jahan, Mourad Oussalah
With the multiplication of social media platforms, which offer anonymity, easy access and online community formation, and online debate, the issue of hate speech detection and trac…