Systematic Offensive Stereotyping (SOS) Bias in Language Models

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Systematic Offensive Stereotyping (SOS) Bias in Language Models

21 August 2023

Fatma Elsafoury

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Papers citing "Systematic Offensive Stereotyping (SOS) Bias in Language Models"

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Title
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models Nicholas Meade Elinor Poole-Dayan Siva Reddy 83 128 0 16 Oct 2021
Towards Debiasing Sentence Representations Paul Pu Liang Irene Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 78 239 0 16 Jul 2020
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. Andrew Schwartz Dirk Hovy AI4CE 101 260 0 09 Nov 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 371 6,463 0 26 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 668 24,528 0 26 Jul 2019
Ex Machina: Personal Attacks Seen at Scale Ellery Wulczyn Nithum Thain Lucas Dixon 93 759 0 27 Oct 2016