The U.S. Policy Agenda Legislation Corpus Volume 1 - a Language Resource from 1947 - 1998

Stephen Purpura, John Wilkerson, Dustin Hillard


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.
Anthology ID:
L08-1223
Volume:
Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08)
Month:
May
Year:
2008
Address:
Marrakech, Morocco
Venue:
LREC
SIG:
Publisher:
European Language Resources Association (ELRA)
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Language:
URL:
http://www.lrec-conf.org/proceedings/lrec2008/pdf/105_paper.pdf
DOI:
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Cite (ACL):
Stephen Purpura, John Wilkerson, and Dustin Hillard. 2008. The U.S. Policy Agenda Legislation Corpus Volume 1 - a Language Resource from 1947 - 1998. In Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08), Marrakech, Morocco. European Language Resources Association (ELRA).
Cite (Informal):
The U.S. Policy Agenda Legislation Corpus Volume 1 - a Language Resource from 1947 - 1998 (Purpura et al., LREC 2008)
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PDF:
http://www.lrec-conf.org/proceedings/lrec2008/pdf/105_paper.pdf