Grep-BiasIR: A Dataset for Investigating Gender Representation Bias in Information Retrieval Results

Author:

Krieg Klara1ORCID,Parada-Cabaleiro Emilia2ORCID,Medicus Gertraud3ORCID,Lesota Oleg4ORCID,Schedl Markus2ORCID,Rekabsaz Navid5ORCID

Affiliation:

1. Leopold-Franzens-Universität Innsbruck, Austria

2. Johannes Kepler University Linz, Austria

3. University of Innsbruck, Austria

4. Johannes Kepler University, Austria

5. Johannes Kepler University Linz (JKU), Austria

Publisher

ACM

Reference16 articles.

1. Elizabeth Behm-Morawitz and Dana Mastro . 2009. The effects of the sexualization of female video game characters on gender stereotyping and female self-concept. Sex roles 61, 11-12 ( 2009 ), 808–823. Elizabeth Behm-Morawitz and Dana Mastro. 2009. The effects of the sexualization of female video game characters on gender stereotyping and female self-concept. Sex roles 61, 11-12 (2009), 808–823.

2. On the Orthogonality of Bias and Utility in Ad hoc Retrieval

3. Amin Bigdeli , Negar Arabzadeh , Morteza Zihayat , and Ebrahim Bagheri . 2021 . Exploring Gender Biases in Information Retrieval Relevance Judgement Datasets. In European Conference on Information Retrieval. Springer, 216–224 . Amin Bigdeli, Negar Arabzadeh, Morteza Zihayat, and Ebrahim Bagheri. 2021. Exploring Gender Biases in Information Retrieval Relevance Judgement Datasets. In European Conference on Information Retrieval. Springer, 216–224.

4. Investigating the Impact of Gender on Rank in Resume Search Engines

5. Amy  JC Cuddy , Susan  T Fiske , and Peter Glick . 2008. Warmth and competence as universal dimensions of social perception: The stereotype content model and the BIAS map. Advances in experimental social psychology 40 ( 2008 ), 61–149. Amy JC Cuddy, Susan T Fiske, and Peter Glick. 2008. Warmth and competence as universal dimensions of social perception: The stereotype content model and the BIAS map. Advances in experimental social psychology 40 (2008), 61–149.

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