Search Results for author: Md Saroar Jahan

Found 7 papers, 0 papers with code

Finnish Hate-Speech Detection on Social Media Using CNN and FinBERT

no code implementations LREC 2022 Md Saroar Jahan, Mourad Oussalah, Nabil Arhab

The majority of this research has concentrated on English, although one notices the emergence of multilingual detection tools such as multilingual-BERT (mBERT).

Hate Speech Detection

A Comprehensive Study on NLP Data Augmentation for Hate Speech Detection: Legacy Methods, BERT, and LLMs

no code implementations30 Mar 2024 Md Saroar Jahan, Mourad Oussalah, Djamila Romaissa Beddia, Jhuma Kabir Mim, Nabil Arhab

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 media vocabulary, and the demands for large-scale neural networks requiring extensive training data.

Data Augmentation Hate Speech Detection +1

Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection

no code implementations25 May 2021 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 regulators, researchers, and society.

Data Augmentation Decoder +3

A systematic review of Hate Speech automatic detection using Natural Language Processing

no code implementations22 May 2021 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 tracking becomes a growing challenge to society, individual, policy-makers and researchers.

Hate Speech Detection

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