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Sentiment and structure in word co-occurrence networks on Twitter



Mikaela Irene Fudolig , Thayer Alshaabi , Michael V. Arnold , Christopher M. Danforth , Peter Sheridan Dodds


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Augmenting semantic lexicons using word embeddings and transfer learning



Thayer Alshaabi , Colin Van Oort , Mikaela Fudolig , Michael V. Arnold , Christopher M. Danforth , Peter Sheridan Dodds

* 16 pages, 9 figures 

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Sirius: A Mutual Information Tool for Exploratory Visualization of Mixed Data



Jane L. Adams , Todd F. Deluca , Christopher M. Danforth , Peter S. Dodds , Yuhang Zheng , Konstantinos Anastasakis , Boyoon Choi , Allison Min , Michael M. Bessey

* 15 pages, 9 figures 

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Quantifying language changes surrounding mental health on Twitter



Anne Marie Stupinski , Thayer Alshaabi , Michael V. Arnold , Jane Lydia Adams , Joshua R. Minot , Matthew Price , Peter Sheridan Dodds , Christopher M. Danforth

* 12 pages, 5 figures, 1 table 

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The incel lexicon: Deciphering the emergent cryptolect of a global misogynistic community



Kelly Gothard , David Rushing Dewhurst , Joshua R. Minot , Jane Lydia Adams , Christopher M. Danforth , Peter Sheridan Dodds

* 18 pages, 11 figures 

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Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance



Joshua R. Minot , Nicholas Cheney , Marc Maier , Danne C. Elbers , Christopher M. Danforth , Peter Sheridan Dodds

* 31 pages, 22 figures 

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Generalized Word Shift Graphs: A Method for Visualizing and Explaining Pairwise Comparisons Between Texts



Ryan J. Gallagher , Morgan R. Frank , Lewis Mitchell , Aaron J. Schwartz , Andrew J. Reagan , Christopher M. Danforth , Peter Sheridan Dodds

* 20 pages, 7 figures, 2 tables 

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Storywrangler: A massive exploratorium for sociolinguistic, cultural, socioeconomic, and political timelines using Twitter



Thayer Alshaabi , Jane L. Adams , Michael V. Arnold , Joshua R. Minot , David R. Dewhurst , Andrew J. Reagan , Christopher M. Danforth , Peter Sheridan Dodds

* Main text: 9 pages, 4 figures; Supplementary text: 11 pages, 8 figures, 4 tables. Website: https://storywrangling.org/ Code: https://gitlab.com/compstorylab/storywrangler 

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The growing echo chamber of social media: Measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009--2020



Thayer Alshaabi , David R. Dewhurst , Joshua R. Minot , Michael V. Arnold , Jane L. Adams , Christopher M. Danforth , Peter Sheridan Dodds

* 33 pages (11 main, 22 appendix), 26 figures (6 main, 20 appendix), 4 online appendices available http://compstorylab.org/share/papers/alshaabi2020a , our source code along with our documentation is publicly available online on a Gitlab repository https://gitlab.com/compstorylab/storywrangler 

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