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On the Development of ToxicBias-Reasoning for Responsible Multicultural Bias Detection and Explanation

2025-09-05

Abstract excerpt

<title>Abstract</title> <p>Bias in language models refers to systematic unfairness toward social groups, making it essential to build datasets that capture such bias in diverse and multicultural contexts. Existing bias detection datasets are limited in cultural diversity, do not capture overlapping categories of bias, and rarely provide support for generating human-interpretable reasoning, which restricts their u...

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Literature Corpus work
88943bbc-4925-5d62-883d-bdd179833c8c
DOI
10.21203/rs.3.rs-7505866/v1
Open publication

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On the Development of ToxicBias-Reasoning for Responsible Multicultural Bias Detection and ExplanationDOI 10.21203/rs.3.rs-7505866/v1
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