TY - CONF TI - Automatic Labelling of Topic Models AU - Lau, Jey Han AU - Grieser, Karl AU - Newman, David AU - Baldwin, Timothy T3 - HLT '11 AB - This paper contends as an empirical matter that constitutional narratives of the state boil down to a combination of three basic archetypes-namely, a liberal archetype, a statist archetype, and a universalist archetype. Empirical evidence of the prevalence and content of these three basic archetypes can be found in the unlikeliest of places-namely, constitutional preambles. Estimation of a structural topic model yields a quantitative measure of the extent to which each preamble draws upon each archetype. The empirical analysis also highlights the growing commingling and interdependence of constitutional law and international law. C1 - Stroudsburg, PA, USA C3 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1 DA - 2011/// PY - 2011 SP - 1536 EP - 1545 LA - en PB - Association for Computational Linguistics SN - 978-1-932432-87-9 UR - http://dl.acm.org/citation.cfm?id=2002472.2002658 Y2 - 2019/01/10/00:00:00 KW - Topic model labeling KW - Topic modeling ER -