AI RESEARCH
Classifying Problem and Solution Framing in Congressional Social Media
arXiv CS.AI
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ArXi:2604.03247v1 Announce Type: cross Policy setting in the USA according to the ``Garbage Can'' model differentiates between ``problem'' and ``solution'' focused processes. In this paper, we study a large dataset of US Senator postings on Twitter (1.68m tweets in total). Our objective is to develop an automated method to label Senatorial posts as either in the problem or solution streams. Two academic policy experts labeled a subset of 3967 tweets as either problem, solution, or other (anything not problem or solution.