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Die Ent_Erwähnung von Frauen* in androgendernden maskulinen personalen Appellationen als diskriminierende Sprachhandlung ...
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Die Ent_Erwähnung von Frauen* in androgendernden maskulinen personalen Appellationen als diskriminierende Sprachhandlung
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Gender Bias in Text: Labeled Datasets and Lexicons ...
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Abstract:
Language has a profound impact on our thoughts, perceptions, and conceptions of gender roles. Gender-inclusive language is, therefore, a key tool to promote social inclusion and contribute to achieving gender equality. Consequently, detecting and mitigating gender bias in texts is instrumental in halting its propagation and societal implications. However, there is a lack of gender bias datasets and lexicons for automating the detection of gender bias using supervised and unsupervised machine learning (ML) and natural language processing (NLP) techniques. Therefore, the main contribution of this work is to publicly provide labeled datasets and exhaustive lexicons by collecting, annotating, and augmenting relevant sentences to facilitate the detection of gender bias in English text. Towards this end, we present an updated version of our previously proposed taxonomy by re-formalizing its structure, adding a new bias type, and mapping each bias subtype to an appropriate detection methodology. The released ...
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Keyword:
Dataset; Exclusionary Terms; Gender Bias; Generic Pronouns; Lexicon; Semantic Bias; Sexism; Stereotyping Bias
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URL: https://zenodo.org/record/6423260 https://dx.doi.org/10.5281/zenodo.6423260
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Canciones, sexismo y violencia de género: un análisis crítico del discurso con perspectiva feminista ; Songs, sexism, and gender violence: a feminist critical discourse analysis
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In: Pragmalingüística, (29), 280-304 (2022)
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La discrimination sexiste au parlement allemand : enjeux institutionnels et linguistiques
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In: Corela, Vol 36 (2022) (2022)
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Performing Non-sexism via Degendering Phoric Forms in English: The Gap between Rules and Practice as Observed in the 9th Edition of Oxford Advanced Learner's Dictionary of Current English
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In: Lexikos, Vol 30, Pp 275-292 (2022) (2022)
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Linguistic Sexism in the Pre-intermediate Market Leader: Business English Course Book
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In: Journal of International Women's Studies (2021)
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How Ageist and Sexist Framing Is Used in Turkish Media To Normalize Femicide: A Content Analysis
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In: International Journal of Communication; Vol 15 (2021); 26 ; 1932-8036 (2021)
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SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection ...
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SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection ...
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"One is a woman, so that's encouraging too". The representation of social gender in "powered by Oxford" online lexicography ...
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Mitigating Negative Perceptions Due to Gender Norm Violation Through Adherence to Another Prevalent Gender Norm
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In: Master's Theses (2021)
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Not all speakers are equal: harm and conversational standing ; No todos los hablantes son iguales: daño y posición conversacional
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You’re a bitch, the stallion said: estudio contrastivo inglés-español sobre el uso sexista del lenguaje.
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Gender bias in machine translation: an analysis of Google Translate in English and Spanish
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