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Linguistic Bias in Crowdsourced Biographies A Cross-lingual Examination ...
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Linguistic Bias in Crowdsourced Biographies A Cross-lingual Examination ...
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Abstract:
Biographies make up a significant portion of Wikipedia entries and are a source of information and inspiration for the public. We examine a threat to their objectivity, linguistic biases, which are pervasive in human communication. Linguistic bias, the systematic asymmetry in the language used to describe people as a function of their social groups, plays a role in the perpetuation of stereotypes. Theory predicts that we describe people who are expected – because they are members of our own in-groups or are stereotype-congruent – with more abstract, subjective language, as compared to others. Abstract language has the power to sway our impressions of others as it implies stability over time. Extending our monolingual work, we consider biographies of intellectuals at the English- and Greek-language Wikipedias. We use our recently introduced sentiment analysis tool, DidaxTo, which extracts domain-specific opinion words to build lexicons of subjective words in each language and for each gender, and compare the ...
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Keyword:
crowdsourcing, wikipedia, linguistic bias
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URL: https://zenodo.org/record/3326621 https://dx.doi.org/10.5281/zenodo.3326621
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Social Cues, Social Biases: Stereotypes in Annotations on People Images ...
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Social Cues, Social Biases: Stereotypes in Annotations on People Images ...
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Social Cues, Social Biases: Stereotypes in Annotations on People Images
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In: Proceedings of the AAAI Conference on Human Computation and Crowdsourcing; Vol. 6 No. 1 (2018): Sixth AAAI Conference on Human Computation and Crowdsourcing (2018)
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The Impact of News Values and Linguistic Style on the Popularity of Headlines On Twitter and Facebook
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In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 11 No. 1 (2017): Eleventh International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2017)
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Similar Gaps, Different Origins? Women Readers and Editors at Greek Wikipedia
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In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 10 No. 1 (2016): Tenth International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2016)
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Social and Linguistic Behavior and its Correlation to Trait Empathy
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Show Me You Care: Trait Empathy, Linguistic Style and Mimicry on Facebook
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Linguistic Bias in Collaboratively Produced Biographies: Crowdsourcing Social Stereotypes?
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In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 9 No. 1 (2015): Ninth International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2015)
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Write Like I Write: Herding in the Language of Online Reviews
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In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 8 No. 1 (2014): Eighth International AAAI Conference on Weblogs and Social Media ; 2334-0770 ; 2162-3449 (2014)
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MEAD - A Platform for Multidocument Multilingual Text Summarization
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MEAD - A Platform for Multidocument Multilingual Text Summarization ...
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