1380 search results - page 55 / 276 » Decomposable Modeling in Natural Language Processing |
111
Voted
SIGIR
2010
ACM
15 years 6 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...
112
Voted
EMNLP
2009
15 years 10 days 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...
112
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TBILLC
2007
Springer
15 years 8 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...
96
Voted
EMNLP
2010
15 years 17 days 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...
117
Voted
EMNLP
2009
15 years 10 days 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...