Shangyi Ning

Align Voting Behavior with Public Statements for Legislator Representation Learning

Ideology of legislators is typically estimated by ideal point models from historical records of votes. It represents legislators and legislation as points in a latent space and shows promising results for modeling voting behavior. However, it fails to capture more specific attitudes of legislators t…