ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate
Speech Detection

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ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection

25 May 2022

Badr AlKhamissi

Zornitsa Kozareva

Xian Li

Lambert Mathias

Asli Celikyilmaz

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Papers citing "ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection"

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Title
Meta AI at Arabic Hate Speech 2022: MultiTask Learning with Self-Correction for Hate Speech Classification Badr AlKhamissi Mona T. Diab 87 16 0 16 May 2022
Jury Learning: Integrating Dissenting Voices into Machine Learning Models Mitchell L. Gordon Michelle S. Lam J. Park Kayur Patel Jeffrey T. Hancock Tatsunori Hashimoto Michael S. Bernstein 87 152 0 07 Feb 2022
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai Elsherief Caleb Ziems D. Muchlinski Vaishnavi Anupindi Jordyn Seybolt M. D. Choudhury Diyi Yang 167 255 0 11 Sep 2021
An Information Retrieval Approach to Building Datasets for Hate Speech Detection Md. Mustafizur Rahman Dinesh Balakrishnan Dhiraj Murthy Mucahid Kutlu Matthew Lease 49 24 0 17 Jun 2021
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Binny Mathew Punyajoy Saha Seid Muhie Yimam Chris Biemann Pawan Goyal Animesh Mukherjee 125 581 0 18 Dec 2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Jena D. Hwang Chandra Bhagavatula Ronan Le Bras Jeff Da Keisuke Sakaguchi Antoine Bosselut Yejin Choi 77 414 0 12 Oct 2020
Preserving Integrity in Online Social Networks A. Halevy Cristian Canton Ferrer Hao Ma Umut Ozertem Patrick Pantel Marzieh Saeidi Fabrizio Silvestri Ves Stoyanov 52 58 0 22 Sep 2020
Annotating for Hate Speech: The MaNeCo Corpus and Some Input from Critical Discourse Analysis Stavros Assimakopoulos Rebecca Vella Muskat Lonneke van der Plas Albert Gatt 47 23 0 14 Aug 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 101 1,016 0 20 Apr 2020
Cross-lingual Zero- and Few-shot Hate Speech Detection Utilising Frozen Transformer Language Models and AXEL Lukas Stappen Fabian Brunn Björn Schuller VLM 76 66 0 13 Apr 2020
Social Bias Frames: Reasoning about Social and Power Implications of Language Maarten Sap Saadia Gabriel Lianhui Qin Dan Jurafsky Noah A. Smith Yejin Choi 161 500 0 10 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 264 10,861 0 29 Oct 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 111 459 0 29 May 2019
Predicting the Type and Target of Offensive Posts in Social Media Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 87 780 0 25 Feb 2019
Hate Speech Dataset from a White Supremacy Forum Ona de Gibert Naiara Pérez Aitor García-Pablos Montse Cuadros 72 425 0 12 Sep 2018
Automated Hate Speech Detection and the Problem of Offensive Language Thomas Davidson Dana Warmsley M. Macy Ingmar Weber 79 2,703 0 11 Mar 2017