Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters

29 January 2024

Papers citing "Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters"

9 / 9 papers shown

Title
Natural Language Processing for Human Resources: A Survey Naoki Otani Nikita Bhutani Estevam R. Hruschka VLM 35 0 0 21 Oct 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization Shahed Masoudian Markus Frohmann Navid Rekabsaz Markus Schedl 15 0 0 29 Sep 2024
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale Markus Frohmann Carolin Holtermann Shahed Masoudian Anne Lauscher Navid Rekabsaz 13 2 0 02 Oct 2023
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models Leonardo Ranaldi Elena Sofia Ruzzetti Davide Venditti Dario Onorati Fabio Massimo Zanzotto 19 33 0 23 May 2023
Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 122 77 0 15 Jul 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 210 138 0 23 Jan 2021
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot Abhradeep Thakurta Shuang Song Steve Chien Ulfar Erlingsson AAML 128 178 0 28 Jul 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 204 607 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 286 4,143 0 23 Aug 2019