Transformer-based model with CNN and CapsNets to improve Malay hate speech detection in tweets
With the rise of social media, the spread of hate speech poses a significant threat to online harmony, especially within the Malay-speaking community. Existing research mainly focuses on high-resource languages like English, leaving a gap in effective HSD for low-resource languages like Malay. Even...
| Main Authors: | Mustapha, Norwati, Abd Rahim, Nur Umaira |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Little Lion Scientific R&D
2024
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/119423/ http://psasir.upm.edu.my/id/eprint/119423/1/119423.pdf |
Similar Items
Profanity and hate speech detection
by: Teh, Phoey Lee *, et al.
Published: (2020)
by: Teh, Phoey Lee *, et al.
Published: (2020)
Putting the lid on hate speech
by: Murad, Dina
Published: (2019)
by: Murad, Dina
Published: (2019)
Developing a fine-tuned transformer model to detect social media hate speech texts
by: Chung, Master Ek-Karat
Published: (2024)
by: Chung, Master Ek-Karat
Published: (2024)
Hate speech detection in Chinese language using deep learning
by: Lim, Hazel Benin
Published: (2024)
by: Lim, Hazel Benin
Published: (2024)
Identifying and categorising profane words in hate speech
by: Teh, Phoey Lee *, et al.
Published: (2018)
by: Teh, Phoey Lee *, et al.
Published: (2018)
Muslims as terrorists : hate speech against Muslims
by: Tamsila Naeem,
Published: (2022)
by: Tamsila Naeem,
Published: (2022)
Hate speech on the rise: lacunae in Malaysian law
by: Wan Mohd Nor, Murni
Published: (2016)
by: Wan Mohd Nor, Murni
Published: (2016)
An optimal way of subcutaneous vein detection using CNN: U-Net
by: Thong, Adrian Kheng Hoeng
Published: (2022)
by: Thong, Adrian Kheng Hoeng
Published: (2022)
Recognize Hate Speech On Twitter Using Machine Learning
by: Yashaswini, Kini, et al.
Published: (2024)
by: Yashaswini, Kini, et al.
Published: (2024)
Three waves of hate speech spreading faster than the pandemic in Malaysia: an analyses of outgroup populist narratives and hate speech during the COVID-19
by: Kevin Fernandez,
Published: (2020)
by: Kevin Fernandez,
Published: (2020)
Deep learning for hate speech detection on X (Twitter) with different word embedding techniques
by: Thong, Wei Xin
Published: (2024)
by: Thong, Wei Xin
Published: (2024)
Freedom without restraint and responsibility: the problem of hate speech in Malaysia
by: Wan Mohd Nor, Murni, et al.
Published: (2015)
by: Wan Mohd Nor, Murni, et al.
Published: (2015)
Hate speech and LGBT media framing effects among community
by: Mohd Zawawi, Julia Wirza, et al.
Published: (2021)
by: Mohd Zawawi, Julia Wirza, et al.
Published: (2021)
Leaf disease detection in plant care using CNN architecture: AlexNet and ResNet-50 models
by: Ajra, Husnul, et al.
Published: (2024)
by: Ajra, Husnul, et al.
Published: (2024)
Hatenography : an analysis of hate speech on Facebook in 2019
Indonesian presidential campaign
by: Bajari, Atwar, et al.
Published: (2021)
by: Bajari, Atwar, et al.
Published: (2021)
Regulating hate speech on social media: should we or shouldn`t we?
by: Wan Mohd Nor, Murni, et al.
Published: (2017)
by: Wan Mohd Nor, Murni, et al.
Published: (2017)
ReSTiNet : On improving the performance of Tiny-YOLO-Based CNN architecture for applications in human detection
by: Sumit, Shahriar Shakir, et al.
Published: (2022)
by: Sumit, Shahriar Shakir, et al.
Published: (2022)
English-Malay Cross-Lingual Emotion Detection In Tweets Using Word Embedding Alignment
by: Lim, Ying Hao
Published: (2023)
by: Lim, Ying Hao
Published: (2023)
BDD-Net: an end-to-end multiscale residual CNN for earthquake-induced building damage detection
by: Seydi, Seyd Teymoor, et al.
Published: (2022)
by: Seydi, Seyd Teymoor, et al.
Published: (2022)
Detecting candidates of depression, anxiety and stress through Malay-written tweets: a preliminary study
by: Maskat, Ruhaila, et al.
Published: (2019)
by: Maskat, Ruhaila, et al.
Published: (2019)
To tweet or not to tweet about schizophrenia systematic reviews (TweetSz): study protocol for a randomised controlled trial
by: Jayaram, Mahesh, et al.
Published: (2015)
by: Jayaram, Mahesh, et al.
Published: (2015)
Because they hate us
by: Aly, Anne
Published: (2013)
by: Aly, Anne
Published: (2013)
Sarcastic tweets detection based on sentiment hashtags analysis
by: Nadali, Samaneh, et al.
Published: (2018)
by: Nadali, Samaneh, et al.
Published: (2018)
Corpus-driven Malay language tweet normalization / Mohammad Arshi Saloot
by: Mohammad Arshi , Saloot
Published: (2018)
by: Mohammad Arshi , Saloot
Published: (2018)
Home tweet home
by: Mad Halid, Norhidayah
Published: (2015)
by: Mad Halid, Norhidayah
Published: (2015)
Domesticating whatsApp groups: Indonesian women’s experience with misinformation and hate speech in the 2019 election
by: Wendratama, Engelbertus, et al.
by: Wendratama, Engelbertus, et al.
Portrait of hate speech propagators' behaviour in Indonesia twittersphere: a comparative virtual ethnography study
by: Suwandi Sumartias,, et al.
Published: (2024)
by: Suwandi Sumartias,, et al.
Published: (2024)
Hate speech under International and National Laws: a comparative analysis from Islamic Law perspective
by: Islam, Md. Zahidul, et al.
Published: (2020)
by: Islam, Md. Zahidul, et al.
Published: (2020)
Hate speech under international and national laws: a comparative analysis from islamic law perspective
by: Islam, Md. Zahidul, et al.
Published: (2020)
by: Islam, Md. Zahidul, et al.
Published: (2020)
Hate mob clearly can't think
by: Abd Razak, Dzulkifli
Published: (2007)
by: Abd Razak, Dzulkifli
Published: (2007)
Integration of CNN and LSTM networks for behavior feature recognition: an analysis
by: Aris, Teh Noranis Mohd, et al.
Published: (2024)
by: Aris, Teh Noranis Mohd, et al.
Published: (2024)
An online framework for civil unrest prediction using tweet stream based on tweet weight and event diffusion
by: Islam, Md Kamrul, et al.
Published: (2020)
by: Islam, Md Kamrul, et al.
Published: (2020)
Discourse analysis of tertiary students' tweets
by: Arshad, Aqilah, et al.
Published: (2012)
by: Arshad, Aqilah, et al.
Published: (2012)
Fuzzy petri nets as a classification method for automatic speech intelligibility detection of children with speech impairments / Fadhilah Rosdi
by: Fadhilah, Rosdi
Published: (2016)
by: Fadhilah, Rosdi
Published: (2016)
An effective security alert mechanism for real-time phishing tweet detection on twitter
by: Mohd Sani, Nor Fazlida, et al.
Published: (2019)
by: Mohd Sani, Nor Fazlida, et al.
Published: (2019)
Regulating online broadcast media in Malaysia: legal study of compliance and regulatory enforcement in relation to hate speech and offensive materials
by: Islam, Md. Zahidul, et al.
Published: (2020)
by: Islam, Md. Zahidul, et al.
Published: (2020)
Regulating online broadcast media in Malaysia: legal study of compliance and regulatory enforcement in relation to hate speech and offensive materials
by: Islam, Md. Zahidul, et al.
Published: (2020)
by: Islam, Md. Zahidul, et al.
Published: (2020)
Email Phishing Detection Model using CNN Model
by: Gurumurthy, M., et al.
Published: (2024)
by: Gurumurthy, M., et al.
Published: (2024)
Moving detection using cellular neural network (CNN)
by: Prema Latha, Subramaniam
Published: (2008)
by: Prema Latha, Subramaniam
Published: (2008)
Security alert framework using dynamic tweet-based features for phishing detection on twitter
by: Liew, Seow Wooi
Published: (2019)
by: Liew, Seow Wooi
Published: (2019)
Similar Items
-
Profanity and hate speech detection
by: Teh, Phoey Lee *, et al.
Published: (2020) -
Putting the lid on hate speech
by: Murad, Dina
Published: (2019) -
Developing a fine-tuned transformer model to detect social media hate speech texts
by: Chung, Master Ek-Karat
Published: (2024) -
Hate speech detection in Chinese language using deep learning
by: Lim, Hazel Benin
Published: (2024) -
Identifying and categorising profane words in hate speech
by: Teh, Phoey Lee *, et al.
Published: (2018)