A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning
Hugo Berg, Siobhan Mackenzie Hall, Yash Bhalgat, Hannah Rose Kirk, Aleksandar Shtedritski, Max Bain
Abstract
Hugo Berg, Siobhan Hall, Yash Bhalgat, Hannah Kirk, Aleksandar Shtedritski, Max Bain. Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2022.
Topics & Concepts
DebiasingAdversarial systemComputer scienceArtificial intelligenceComputer visionNatural language processingPsychologyCognitive scienceMultimodal Machine Learning ApplicationsNatural Language Processing TechniquesTopic Modeling