Multilingual Twitter Corpus and Baselines for Evaluating Demographic
Bias in Hate Speech Recognition

Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition

24 February 2020

Franck Dernoncourt

Michael J. Paul

Papers citing "Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition"

19 / 19 papers shown

Title
Evolving Hate Speech Online: An Adaptive Framework for Detection and Mitigation Shiza Ali Jeremy Blackburn Gianluca Stringhini 64 0 0 24 Feb 2025
Does Cross-Cultural Alignment Change the Commonsense Morality of Language Models? Yuu Jinnai 49 1 0 24 Jun 2024
Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure Gaurav Maheshwari A. Bellet Pascal Denis Mikaela Keller 54 1 0 23 May 2024
Human-in-the-Loop Hate Speech Classification in a Multilingual Context Ana Kotarcic Dominik Hangartner Fabrizio Gilardi Selina Kurer K. Donnay 24 2 0 05 Dec 2022
"You Can't Fix What You Can't Measure": Privately Measuring Demographic Performance Disparities in Federated Learning Marc Juárez Aleksandra Korolova FedML 32 9 0 24 Jun 2022
De-biasing "bias" measurement K. Lum Yunfeng Zhang Amanda Bower 15 27 0 11 May 2022
Is Your Toxicity My Toxicity? Exploring the Impact of Rater Identity on Toxicity Annotation Nitesh Goyal Ian D Kivlichan Rachel Rosen Lucy Vasserman 41 90 0 01 May 2022
Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification Xiaolei Huang FaML 13 8 0 12 Apr 2022
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets Kichang Yang Wonjun Jang Won-Ik Cho 12 17 0 25 Feb 2022
Handling Bias in Toxic Speech Detection: A Survey Tanmay Garg Sarah Masud Tharun Suresh Tanmoy Chakraborty 17 91 0 26 Jan 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 64 285 0 20 Dec 2021
Evaluating Debiasing Techniques for Intersectional Biases Shivashankar Subramanian Xudong Han Timothy Baldwin Trevor Cohn Lea Frermann 95 49 0 21 Sep 2021
Trustworthy AI: A Computational Perspective Haochen Liu Yiqi Wang Wenqi Fan Xiaorui Liu Yaxin Li Shaili Jain Yunhao Liu Anil K. Jain Jiliang Tang FaML 104 196 0 12 Jul 2021
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Paula Czarnowska Yogarshi Vyas Kashif Shah 21 104 0 28 Jun 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 36 122 0 21 Jun 2021
Assessing Multilingual Fairness in Pre-trained Multimodal Representations Jialu Wang Yang Liu Qing Guo EGVM 26 35 0 12 Jun 2021
Towards generalisable hate speech detection: a review on obstacles and solutions Wenjie Yin A. Zubiaga 117 164 0 17 Feb 2021
Deep Learning Models for Multilingual Hate Speech Detection Sai Saket Aluru Binny Mathew Punyajoy Saha Animesh Mukherjee 8 148 0 14 Apr 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,368 0 25 Aug 2014