Hate Speech Detection from Code-mixed Hindi-English Tweets Using Deep Learning Models

Scikit-learn: Machine learning in python

Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, et al. 2011 · 2011

Earlier work this paper cites.

Detecting hate speech on the world wide web

William Warner and Julia Hirschberg. 2012 · 2012

Earlier work this paper cites.

” i am borrowing ya mixing?” an analysis of english-hindi code mixing in facebook

Kalika Bali, Jatin Sharma, Monojit Choudhury, and Yogarshi Vyas. 2014 · 2014

Earlier work this paper cites.

Identifying languages at the word level in code-mixed indian social media text

Amitava Das and Björn Gambäck. 2014 · 2014

Earlier work this paper cites.

Hate speech detection with comment embeddings

Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, and Narayan Bhamidipati. 2015 · 2015

Earlier work this paper cites.

Part-of-speech tagging for code-mixed english-hindi twitter and facebook chat messages

Anupam Jamatia, Björn Gambäck, and Amitava Das. 2015 · 2015

Cited alongside, same era.

Collecting and annotating indian social media code-mixed corpora

Anupam Jamatia, Björn Gambäck, and Amitava Das. 2016 · 2016

Cited alongside, same era.

Abusive language detection in online user content

Chikashi Nobata, Joel Tetreault, Achint Thomas, Yashar Mehdad, and Yi Chang. 2016 · 2016

Cited alongside, same era.

Hateful symbols or hateful people? predictive features for hate speech detection on twitter

Zeerak Waseem and Dirk Hovy. 2016 · 2016

Cited alongside, same era.

Automated hate speech detection and the problem of offensive language

Original

Thomas Davidson, Dana Warmsley, Michael Macy, and Ingmar Weber. 2017 · 2017

Cited alongside, same era.

A survey on hate speech detection using natural language processing

Anna Schmidt and Michael Wiegand. 2017 · 2017

Later among the works it cites.

A dataset of hindi-english code-mixed social media text for hate speech detection

Aditya Bohra, Deepanshu Vijay, Vinay Singh, Syed Sarfaraz Akhtar, and Manish Shrivastava. 2018 · 2018

Closest in time.

Detecting offensive tweets in hindi-english code-switched language

Puneet Mathur, Rajiv Shah, Ramit Sawhney, and Debanjan Mahata. 2018 · 2018

Closest in time.

Searching for the x-factor: Exploring corpus subjectivity for word embeddings

Maksim Tkachenko, Chong Cher Chia, and Hady Lauw. 2018 · 2018

Closest in time.