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A Study In Rule-Specific Issue Categorization For E-Rulemaking, Claire Cardie, Cynthia R. Farina, Adil Aijaz, Matt Rawding, Stephen Purpura

Cornell Law Faculty Publications

We address the e-rulemaking problem of categorizing public comments according to the issues that they address. In contrast to previous text categorization research in e-rulemaking, and in an attempt to more closely duplicate the comment analysis process in federal agencies, we employ a set of rule-specific categories, each of which corresponds to a significant issue raised in the comments. We describe the creation of a corpus to support this text categorization task and report interannotator agreement results for a group of six annotators. We outline those features of the task and of the e-rulemaking context that engender both a non-traditional …