Contextualized Word Embeddings Expose Ethnic Biases in News

Author:

Thijs Guusje1ORCID,Trilling Damian2ORCID,Kroon Anne C.1ORCID

Affiliation:

1. Amsterdam School of Communication Research, University of Amsterdam, Netherlands

2. Amsterdam School of Communication Research, University of Amsterdam, Netherlands and Language, Literature and Communication, Vrije Universiteit, Netherlands

Funder

Dutch national e-infrastructure with the support of the SURF Cooperative.

European Research Council

Publisher

ACM

Reference29 articles.

1. Dose-Dependent Media Priming Effects of Stereotypic Newspaper Articles on Implicit and Explicit Stereotypes

2. Effects of Long-Term Exposure to News Stereotypes on Implicit and Explicit Attitudes;Arendt Florian;International Journal of Communication,2015

3. Manuela Barreto, Naomi Ellemers, Sezgin Cihangir, and Katherine Stroebe. 2009. The self-fulfilling effects of contemporary sexism: How it affects women’s well-being and behavior.American Psychological Association.

4. Marion Bartl, Malvina Nissim, and Albert Gatt. 2020. Unmasking Contextual Stereotypes: Measuring and Mitigating BERT’s Gender Bias. In Proceedings of the Second Workshop on Gender Bias in Natural Language Processing. Association for Computational Linguistics, Barcelona, Spain (Online), 1–16. https://aclanthology.org/2020.gebnlp-1.1

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