1380 search results - page 55 / 276 » Decomposable Modeling in Natural Language Processing |
SIGIR
2010
ACM
15 years 1 months ago
2010
ACM
In this paper, we propose a new application of Bayesian language model based on Pitman-Yor process for information retrieval. This model is a generalization of the Dirichlet distr...
EMNLP
2009
14 years 7 months ago
2009
This work introduces a model free approach to sentence compression, which grew out of ideas from Nomoto (2008), and examines how it compares to a state-of-art model intensive appr...
TBILLC
2007
Springer
15 years 3 months ago
2007
Springer
In the line of some earlier work done on belief dynamics, we an abstract model of belief propagation on a graph based on the methodology of the revision theory of truth. A modal la...
EMNLP
2010
14 years 7 months ago
2010
Language is sensitive to both semantic and pragmatic effects. To capture both effects, we model language use as a cooperative game between two players: a speaker, who generates an...
EMNLP
2009
14 years 7 months ago
2009
Topic models are a useful tool for analyzing large text collections, but have previously been applied in only monolingual, or at most bilingual, contexts. Meanwhile, massive colle...