Improving Counterfactual Generation for Fair Hate Speech Detection

Improving Counterfactual Generation for Fair Hate Speech Detection

3 August 2021

Aida Mostafazadeh Davani

Brendan Kennedy

Xiang Ren

Morteza Dehghani

Papers citing "Improving Counterfactual Generation for Fair Hate Speech Detection"

9 / 9 papers shown

Title
BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla Fabiha Haider Fariha Tanjim Shifat Md Farhan Ishmam Deeparghya Dutta Barua Md Sakib Ul Rahman Sourove Md Fahim Md Farhad Alam 13 1 0 17 Oct 2024
Counterfactually Fair Representation Zhiqun Zuo Mohammad Mahdi Khalili Xueru Zhang FaML 34 5 0 09 Nov 2023
"One-Size-Fits-All"? Examining Expectations around What Constitute "Fair" or "Good" NLG System Behaviors Li Lucy Su Lin Blodgett Milad Shokouhi Hanna M. Wallach Alexandra Olteanu 26 7 0 23 Oct 2023
Towards a Unified Framework for Adaptable Problematic Content Detection via Continual Learning Ali Omrani Alireza S. Ziabari Preni Golazizian Jeffery Sorensen Morteza Dehghani 6 1 0 29 Sep 2023
The State of Profanity Obfuscation in Natural Language Processing Debora Nozza Dirk Hovy 31 7 0 14 Oct 2022
Flexible text generation for counterfactual fairness probing Zee Fryer Vera Axelrod Ben Packer Alex Beutel Jilin Chen Kellie Webster 12 18 0 28 Jun 2022
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 206 615 0 03 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 213 669 0 17 Feb 2018