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Margaret Roberts

2 accepted papers

2025

Position: Political Neutrality in AI Is Impossible — But Here Is How to Approximate It

ICML 2025oral

AI systems often exhibit political bias, influencing users' opinions and decisions. While political neutrality—defined as the absence of bias—is often seen as an ideal solution for fairness and safety, this position paper argues that true political neutrality is neither feasible nor universally desi…

Cited by 0SourcePDFScholar
2024

Discovering influential text using convolutional neural networks

ACL 2024findings

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 limited to testing a small number of pre-specified text treatments. While efforts to mine unstructured texts for feature…

Cited by 0SourcePDFScholar