Tea Party In The House: A Hierarchical Ideal Point Topic Model And Its Application To Republican Legislators In The 112th Congress

Viet-An Nguyen,Jordan L. Boyd-Graber,Philip Resnik,Kristina Miler

PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1（2015）

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摘要

We introduce the Hierarchical Ideal Point Topic Model, which provides a rich picture of policy issues, framing, and voting behavior using a joint model of votes, bill text, and the language that legislators use when debating bills. We use this model to look at the relationship between Tea Party Republicans and "establishment" Republicans in the U.S. House of Representatives during the 112th Congress.

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