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Social biases on Wikipedia, a widely-read global platform, could greatly influence public opinion.
Cultural bias in Wikipedia content on famous persons
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Introduction: White noise: Bringing language into whiteness studies
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The transformation of the Web: How emerging communities shape the information we consume
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The Other
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Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research
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The tower of Babel meets web 2.0: User-generated content and its applications in a multilingual context. In Proc. of SIGCHI . ACM, New York, 291–300
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WP: clubhouse? An exploration of Wikipedia’s gender imbalance. In Proc. of Symposium on Wikis and open collaboration . ACM, New York, 1–10
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Gender bias in Wikipedia and Britannica
Joseph Reagle and Lauren Rhue. 2011 · 2011
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Conflict, confidence, or criticism: An empirical examination of the gender gap in Wikipedia. In Proc. of CSCW . ACM, New York, 383–392
Benjamin Collier and Julia Bear. 2012 · 2012
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What We Know About Wikipedia: A Review of the Literature Analyzing the Project(s)
Nicolas Jullien. 2012 · 2012
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Interpersonal and systemic microaggressions toward transgender people: Implications for counseling
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Wikipedia’s gender gap
Stine Eckert and Linda Steiner. 2013 · 2013
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The Wikipedia gender gap revisited: Characterizing survey response bias with propensity score estimation
Benjamin Mako Hill and Aaron Shaw. 2013 · 2013
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Unsupervised discovery of biographical structure from text
David Bamman and Noah A Smith. 2014 · 2014
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KNN with TF-IDF based framework for text categorization
Bruno Trstenjak, Sasa Mikac, and Dzenana Donko. 2014 · 2014
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Wikidata: a free collaborative knowledgebase
Denny Vrandečić and Markus Krötzsch. 2014 · 2014
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You can’t stay here: The efficacy of Reddit’s 2015 ban examined through hate speech. In Proc. of CSCW . ACM, New York, 1–22
Eshwar Chandrasekharan, Umashanthi Pavalanathan, Anirudh Srinivasan, Adam Glynn, Jacob Eisenstein, and Eric Gilbert. 2017 · 2015
A systematic literature review on Wikidata
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Deep Contextualized Word Representations. In Proc. of NAACL . ACL, New Orleans, LA, 2227–2237
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018 · 2018
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Structuring Wikipedia Articles with Section Recommendations. In Proc. of SIGIR (Ann Arbor, MI, USA) (SIGIR ’18) . Association for Computing Machinery, New York, NY, USA, 665–674
Tiziano Piccardi, Michele Catasta, Leila Zia, and Robert West. 2018 · 2018
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Text mining: Use of TF-IDF to examine the relevance of words to documents
Shahzad Qaiser and Ramsha Ali. 2018 · 2018
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The Pipeline of Online Participation Inequalities: The Case of Wikipedia Editing
Aaron Shaw and Eszter Hargittai. 2018 · 2018
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Cited alongside, same era.
Myth of the model minority: Asian Americans facing racism
Rosalind S Chou and Joe R Feagin. 2015 · 2015
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Interactions of cultures and top people of Wikipedia from ranking of 24 language editions
Young-Ho Eom, Pablo Aragón, David Laniado, Andreas Kaltenbrunner, Sebastiano Vigna, and Dima L Shepelyansky. 2015 · 2015
Cited alongside, same era.
First women, second sex: Gender bias in Wikipedia. In Proc. of Hypertext & Social Media . ACM, New York, 165–174
Eduardo Graells-Garrido, Mounia Lalmas, and Filippo Menczer. 2015 · 2015
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It’s a man’s Wikipedia? Assessing gender inequality in an online encyclopedia. In Proc. of ICWSM . AAAI, Oxford, 454–463
Claudia Wagner, David Garcia, Mohsen Jadidi, and Markus Strohmaier. 2015 · 2015
Cited alongside, same era.
Man is to computer programmer as woman is to homemaker? Debiasing word embeddings. In Proc. of NeurIPs . Curran Associates Inc., Red Hook, NY, 4349–4357
Tolga Bolukbasi, Kai-Wei Chang, James Y Zou, Venkatesh Saligrama, and Adam T Kalai. 2016 · 2016
Cited alongside, same era.
The multiple dimensions of race
Wendy D Roth. 2016 · 2016
Cited alongside, same era.
Balance diagnostics after propensity score matching
Zhongheng Zhang, Hwa Jung Kim, Guillaume Lonjon, and Yibing Zhu. 2019 · 2018
Later among the works it cites.
Who Counts as a Notable Sociologist on Wikipedia? Gender, Race, and the “Professor Test”
Julia Adams, Hannah Brückner, and Cambria Naslund. 2019 · 2019
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Dimensionality reduction for visualizing single-cell data using UMAP
Etienne Becht, Leland McInnes, John Healy, Charles-Antoine Dutertre, Immanuel WH Kwok, Lai Guan Ng, Florent Ginhoux, and Evan W Newell. 2019 · 2019
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Debiasing Vandalism Detection Models at Wikidata. In Proc. of WWW . ACM, New York, 670–680
Stefan Heindorf, Yan Scholten, Gregor Engels, and Martin Potthast. 2019 · 2019
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Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries
Alexandra Olteanu, Carlos Castillo, Fernando Diaz, and Emre Kıcıman. 2019 · 2019
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Straighten up and fly right: rethinking intersectionality in HCI research
Yolanda A Rankin and Jakita O Thomas. 2019 · 2019
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Language (Technology) is Power: A Critical Survey of “Bias” in NLP. In Proc. of ACL . Association for Computational Linguistics, Online, 5454–5476
Su Lin Blodgett, Solon Barocas, Hal Daumé III, and Hanna Wallach. 2020 · 2020
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Towards a critical race methodology in algorithmic fairness. In Proc. of FAccT . ACM, New York, 501–512
Alex Hanna, Emily Denton, Andrew Smart, and Jamila Smith-Loud. 2020 · 2020
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Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates. In Proc. of ACL . ACL, Online, 5332–5344
Katherine A. Keith, David Jensen, and Brendan O’Connor. 2020 · 2020
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The Gender Divide in Wikipedia: A Computational Approach to Assessing the Impact of Two Feminist Interventions
Isabelle Langrock and Sandra González-Bailón. 2020 · 2020
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A Taxonomy of Knowledge gaps for Wikimedia projects (second draft)
Miriam Redi, Martin Gerlach, Isaac Johnson, Jonathan Morgan, and Leila Zia. 2020 · 2020
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Adjusting for confounding with text matching
Margaret E Roberts, Brandon M Stewart, and Richard A Nielsen. 2020 · 2020
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An Interpretability Illusion for BERT
Tolga Bolukbasi, Adam Pearce, Ann Yuan, Andy Coenen, Emily Reif, Fernanda Viégas, and Martin Wattenberg. 2021 · 2021
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A Survey of Race, Racism, and Anti-Racism in NLP. In Proc. of ACL . Association for Computational Linguistics, Online, 1905–1925
Anjalie Field, Su Lin Blodgett, Zeerak Waseem, and Yulia Tsvetkov. 2021 · 2021
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Multilingual Contextual Affective Analysis of LGBT People Portrayals in Wikipedia. In Proc. of ICWSM , Vol. 15. AAAI, 479–490
Chan Young Park, Xinru Yan, Anjalie Field, and Yulia Tsvetkov. 2021 · 2021
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Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media. In Proc. of CHI (San Jose, California, USA) (CHI ’16) . Association for Computing Machinery, New York, NY, USA, 2098–2110
Munmun De Choudhury, Emre Kiciman, Mark Dredze, Glen Coppersmith, and Mrinal Kumar. 2016 · 2098
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