mdabashar/cnn_for_misogynistic_tweet_detection

Convolutional Neural Network (CNN) to Detect Misogynistic Tweets

CNN for Misogynistic Tweet Detection

Convolutional Neural Network (CNN) to Detect Misogynistic Tweets

Scholarly Publication

@inproceedings{bashar2018cnn, title={Misogynistic Tweet Detection: Modelling CNN with Small Datasets}, author={Bashar, Md Abul and Nayak, Richi and Suzor, Nicolas and Weir, Bridget}, booktitle={The 16th Australasian Data Mining Conference}, year={2018} }

Publication Links

AusDM 2018 Link: https://ausdm18.ausdm.org/accepted-papers/ Book Link: https://bit.ly/2SoCKLe QUT ePrint Link: https://eprints.qut.edu.au/123575/1/paper_47.pdf

Word Vector download link:

https://drive.google.com/file/d/1WFwmijBdrtsxqxHclAMet2TMifvj_cYn/view

Unofficial PyTorch Implementation (without pretrained wordvector)

https://github.com/mdabashar/PyTorchPractice/blob/master/PyTorch%20CNN%20for%20Hate%20Speech%20Detection.ipynb