Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology

Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze. Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 8796-8810, PMLR, 2022. [doi]

Abstract

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