Can We Achieve More with Less? Exploring Data Augmentation for Toxic Comment Classification (original) (raw)
Related papers
Toxic Comment Classification Using Neural Networks and Machine Learning
International Advanced Research Journal in Science, Engineering and Technology, 2018
Convolutional Neural Networks for Toxic Comment Classification
Proceedings of the 10th Hellenic Conference on Artificial Intelligence
Toxic Comments Identification and Classification Using Deep Neural Networks
An Intense Study of Machine Learning Research Approach to Identify Toxic Comments
International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2022
A Comparative Study of Using Pre-trained Language Models for Toxic Comment Classification
Companion Proceedings of the Web Conference 2021, 2021
A little goes a long way: Improving toxic language classification despite data scarcity
arXiv (Cornell University), 2020
Applied Sciences
Toxic Comment Detection using LSTM
2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC), 2020
An Improved Multi-Labeled LSTM Toxic Comment Classification
Journal of Applied Science, Information and Computing
Detection and Classification of Toxic Comments by Using LSTM and Bi-LSTM Approach
Communications in Computer and Information Science
DETECTING ABUSIVE AND INSULTING COMMENTS ON SOCIAL MEDIA
IJIEMR, 2022
IJERT-Multilabel Toxic Comment Detection and Classification
International Journal of Engineering Research and Technology (IJERT), 2021
Empirical Analysis of Multi-Task Learning for Reducing Model Bias in Toxic Comment Detection
2019
2021
A Semi-Supervised Approach to Detect Toxic Comments
Proceedings of the Conference Recent Advances in Natural Language Processing - Deep Learning for Natural Language Processing Methods and Applications
IJERT-Audio and Video Toxic Comments Detection and Classification
International Journal of Engineering Research and Technology (IJERT), 2020
Toxic Comments Classification using Knowledge Distillation
Shadman Ahmad Nafee, Jannatus Sakira Khondaker
Shadman Ahmad Nafee, 2023
Electronics
International Journal of Computer Science and Engineering, 2024
Derogatory Comment Classification
IRJET, 2022
On Online Hate Speech Detection. Effects of Negated Data Construction
2019 IEEE International Conference on Big Data (Big Data), 2019
Data expansion using back translation and paraphrasing for hate speech detection
Online Social Networks and Media, 2021
Overlapping Toxic Sentiment Classification Using Deep Neural Architectures
2018
Empirical Analysis of Multi-Task Learning for Reducing Identity Bias in Toxic Comment Detection
Proceedings of the International AAAI Conference on Web and Social Media, 2020
Textual Aggression Detection through Deep Learning
2018
GTH-UPM at DETOXIS-IberLEF 2021: Automatic Detection of Toxic Comments in Social Networks
2021
arXiv (Cornell University), 2021
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020
Abusive comment identification on Indonesian social media data using hybrid deep learning
IAES International Journal of Artificial Intelligence (IJ-AI)
International Journal for Research in Applied Science & Engineering Technology (IJRASET), 2022
2018
Empowering hate speech detection: leveraging linguistic richness and deep learning
Bulletin of Electrical Engineering and Informatics
Constructive and Toxic Speech Detection for Open-Domain Social Media Comments in Vietnamese
Springer eBooks, 2021
A Large Human-Labeled Corpus for Online Harassment Research
2017