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- 105 creator dustin-hillard.
- 105 creator john-wilkerson.
- 105 creator stephen-purpura.
- 105 type InProceedings.
- 105 label "The U.S. Policy Agenda Legislation Corpus Volume 1 - a Language Resource from 1947 - 1998".
- 105 sameAs 105.
- 105 abstract "We introduce the corpus of United States Congressional bills from 1947 to 1998 for use by language research communities. The U.S. Policy Agenda Legislation Corpus Volume 1 (USPALCV1) includes more than 375,000 legislative bills annotated with a hierarchical policy area category. The human annotations in USPALCV1 have been reliably applied over time to enable social science analysis of legislative trends. The corpus is a member of an emerging family of corpora that are annotated by policy area to enable comparative parallel trend recognition across countries and domains (legislation, political speeches, newswire articles, budgetary expenditures, web sites, etc.). This paper describes the origins of the corpus, its creation, ways to access it, design criteria, and an analysis with common supervised machine learning methods. The use of machine learning methods establishes a baseline proposed modeling for the topic classification of legal documents.".
- 105 hasAuthorList authorList.
- 105 hasTopic Linguistics.
- 105 isPartOf proceedings.
- 105 keyword "Corpus (creation, annotation, etc.)".
- 105 keyword "Document Classification, Text categorisation".
- 105 keyword "Text mining".
- 105 title "The U.S. Policy Agenda Legislation Corpus Volume 1 - a Language Resource from 1947 - 1998".