Perturbation Sensitivity Analysis to Detect Unintended Model Biases

Perturbation Sensitivity Analysis to Detect Unintended Model Biases Vinodkumar Prabhakaran author Ben Hutchinson author Margaret Mitchell author 2019-11 text Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) Kentaro Inui editor Jing Jiang editor Vincent Ng editor Xiaojun Wan editor Association for Computational Linguistics Hong Kong, China conference publication prabhakaran-etal-2019-perturbation 10.18653/v1/D19-1578 https://aclanthology.org/D19-1578/ 2019-11 5740 5745