A multilingual offensive language detection method based on transfer learning from transformer fine-tuning model
Sign Up to like & getrecommendations! Published in 2021 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2021.07.013
Abstract: Abstract Offensive communications have invaded social media content. One of the most effective solutions to cope with this problem is using computational techniques to discriminate offensive content. Moreover, social media users are from linguistically different… read more here.
Keywords: offensive language; transfer learning; fine tuning; multilingual offensive ... See more keywords
Offensive Language: Taboo, Offence and Social Control: by Jim O’Driscoll, London and New York, Bloomsbury, 2020, pp. viii + 205, ISBN 978-1-350-16967-8 (hbk), ₤95.00/$117.00
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Multilingual and Multicultural Development"
DOI: 10.1080/01434632.2021.1926836
Abstract: Research on the topic of taboo language was quite sparse throughout the twentieth century, and it was scattered across the many disciplines studying human communication. That situation has changed ... read more here.
Keywords: offensive language; taboo offence; offence social; language taboo ... See more keywords
Cross-Lingual Few-Shot Hate Speech and Offensive Language Detection using Meta Learning
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DOI: 10.1109/access.2022.3147588
Abstract: Automatic detection of abusive online content such as hate speech, offensive language, threats, etc. has become prevalent in social media, with multiple efforts dedicated to detecting this phenomenon in English. However, detecting hatred and abuse… read more here.
Keywords: offensive language; meta learning; language; hate speech ... See more keywords
Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings
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DOI: 10.1109/access.2022.3190960
Abstract: Social networks facilitate communication between people from all over the world. Unfortunately, the excessive use of social networks leads to the rise of antisocial behaviors such as the spread of online offensive language, cyberbullying (CB),… read more here.
Keywords: offensive language; social networks; detection; proposed approach ... See more keywords