2 papers
cs.LG2025
Adversarial Debiasing for Unbiased Parameter Recovery
Luke C Sanford, Megan Ayers, Matthew Gordon +1
Advances in machine learning and the increasing availability of high-dimensional data have led to the proliferation of social science research that uses the predictions of machine…
cs.CL2024
Discovering influential text using convolutional neural networks
Megan Ayers, Luke Sanford, Margaret Roberts +1
Experimental methods for estimating the impacts of text on human evaluation have been widely used in the social sciences. However, researchers in experimental settings are usually…