Embedding Based Model

We develop a novel embedding-based model for predicting legislative roll-call votes from bill text. The model introduces multidimen- sional ideal vectors for legislators as an alter- native to single dimensional …...

AbstractLegislator preferences are typically represented as measures of general ideology estimated from roll call votes on legislation, potentially masking important nuances in legislators’ political attitudes. In this paper we introduce …...