Leveraging Multilingual Transformers for Hate Speech Detection

Leveraging Multilingual Transformers for Hate Speech Detection

8 January 2021

Sayar Ghosh Roy

Tathagata Raha

Vasudeva Varma

Papers citing "Leveraging Multilingual Transformers for Hate Speech Detection"

13 / 13 papers shown

Title
Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages Thomas Mandl Sandip J Modha Gautam Kishore Shahi Prasenjit Majumder Mohana Dave Daksh Patel Chintak Mandalia Aditya Patel 125 171 0 12 Aug 2021
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 97 1,022 0 21 Apr 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 201 6,546 0 05 Nov 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 223 7,498 0 02 Oct 2019
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 71 795 0 19 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 677 131,414 0 12 Jun 2017
Deep Learning for Hate Speech Detection in Tweets Pinkesh Badjatiya Shashank Gupta Manish Gupta Vasudeva Varma 85 1,135 0 01 Jun 2017
emoji2vec: Learning Emoji Representations from their Description Ben Eisner Tim Rocktaschel Isabelle Augenstein Matko Bosnjak Sebastian Riedel SSL 47 290 0 27 Sep 2016
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 264 6,107 0 04 Sep 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 577 12,702 0 11 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 421 20,541 0 10 Sep 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 382 33,520 0 16 Oct 2013