Research Panel 3/21/2021 Criminal Justice Software Work https://brown.columbia.edu/portfolio/decoding-differences-in-dna-forensic-software/ https://brown.columbia.edu/a-2018-2019-magic-grant-profile/ https://lin-web.clarkson.edu/~jmatthew/publications/USvEllis_Heimdahl_Matthews_20201116.pdf https://lin-web.clarkson.edu/~jmatthew/publications/AIES2020.pdf https://youtu.be/4cscBvDYP-Q Bias in NLP Work Is Machine Learning Speaking My Language? Gender Bias and Under-Representation in Natural Language Processing Across Human Languages https://echo360.org/media/1909eee7-6952-4465-beee-89b78128a31d/public https://www.youtube.com/watch?v=vzCz5JuHn6c https://lin-web.clarkson.edu/~jmatthew/publications/GenderBias_FATES2020.p Eco-Forecasting Work https://lin-web.clarkson.edu/~jmatthew/publications/EcoCastingFINAL8-23-2020.pdf Platform Moderation https://theconversation.com/how-fake-accounts-constantly-manipulate-what-you-see-on-social-media-and-what-you-can-do-about-it-139610 http://kfm.co.za/articles/2020/07/16/how-bots-and-trolls-control-what-you-see-on-social-media https://lin-web.clarkson.edu/~jmatthew/publications/Parler_PlatformPolarization_FATES2021.pdf https://lin-web.clarkson.edu/~jmatthew/publications/COVID_MisInfo_FATES2021.pdf Patterns and Anti-Patterns, Principles and Pitfalls: Accountability and Transparency in AI https://www.aaai.org/ojs/index.php/aimagazine/article/view/5204 https://lin-web.clarkson.edu/~jmatthew/publications/PatternsAntiPatterns2020.pdf