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» Topic Models Conditioned on Relations
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AGP
1994
IEEE
15 years 29 days ago
A Compositional Semantics for Conditional Term Rewriting Systems
This paper considers compositions of conditional term rewriting systems as a basis for a modular approach to the design and analysis of equational logic programs. In this context,...
María Alpuente, Moreno Falaschi, Marí...
155
Voted
UAI
2008
14 years 10 months ago
Hybrid Variational/Gibbs Collapsed Inference in Topic Models
Variational Bayesian inference and (collapsed) Gibbs sampling are the two important classes of inference algorithms for Bayesian networks. Both have their advantages and disadvant...
Max Welling, Yee Whye Teh, Bert Kappen
NLUCS
2008
14 years 11 months ago
The Role of Attention in Understanding Spatial Expressions under the Distractor Condition
Abstract. To develop a computational model of understanding spatial expressions, various factors should be taken into account. We have been exploring the relations between the good...
Tatsumi Kobayashi, Asuka Terai, Takenobu Tokunaga
ICCV
2007
IEEE
15 years 11 months ago
People-LDA: Anchoring Topics to People using Face Recognition
Topic models have recently emerged as powerful tools for modeling topical trends in documents. Often the resulting topics are broad and generic, associating large groups of people...
Vidit Jain, Erik G. Learned-Miller, Andrew McCallu...
JAIR
2007
151views more  JAIR 2007»
14 years 9 months ago
Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email
Previous work in social network analysis (SNA) has modeled the existence of links from one entity to another, but not the attributes such as language content or topics on those li...
Andrew McCallum, Xuerui Wang, Andrés Corrad...