98 citations · 255 across the 21 of their papers we have counts for
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cs.CL2019★ 98 cited
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview
Deven Shah, H. Andrew Schwartz, Dirk Hovy
An increasing number of works in natural language processing have addressed the effect of bias on the predicted outcomes, introducing mitigation techniques that act on different pa…
cs.SI2019★ 3 cited
Correcting Sociodemographic Selection Biases for Population Prediction from Social Media
Salvatore Giorgi, Veronica Lynn, Keshav Gupta +4
Social media is increasingly used for large-scale population predictions, such as estimating community health statistics. However, social media users are not typically a representa…