arXiv Open Access 2025

Exploring Gender Bias Beyond Occupational Titles

Ahmed Sabir Rajesh Sharma

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Abstrak

In this work, we investigate the correlation between gender and contextual biases, focusing on elements such as action verbs, object nouns, and particularly on occupations. We introduce a novel dataset, GenderLexicon, and a framework that can estimate contextual bias and its related gender bias. Our model can interpret the bias with a score and thus improve the explainability of gender bias. Also, our findings confirm the existence of gender biases beyond occupational stereotypes. To validate our approach and demonstrate its effectiveness, we conduct evaluations on five diverse datasets, including a Japanese dataset.

Topik & Kata Kunci

cs.CL

Penulis (2)

Ahmed Sabir

Rajesh Sharma

Format Sitasi

APA MLA BibTeX

Sabir, A., Sharma, R. (2025). Exploring Gender Bias Beyond Occupational Titles. https://arxiv.org/abs/2507.02679

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓