32 search results - page 1 / 7 » Sampling Alignment Structure under a Bayesian Translation Mo... |
65
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EMNLP
2008
14 years 12 months ago
2008
We describe the first tractable Gibbs sampling procedure for estimating phrase pair frequencies under a probabilistic model of phrase alignment. We propose and evaluate two nonpar...
ACL
2008
15 years 6 hour ago
2008
We combine the strengths of Bayesian modeling and synchronous grammar in unsupervised learning of basic translation phrase pairs. The structured space of a synchronous grammar is ...
110
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BMCBI
2005
14 years 10 months ago
2005
Background: Two central problems in computational biology are the determination of the alignment and phylogeny of a set of biological sequences. The traditional approach to this p...
100
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COLING
2000
14 years 12 months ago
2000
When aligning texts in very different languages such as Korean and English, structural features beyond word or phrase give useful intbrmation. In this paper, we present a method f...
NAACL
2010
14 years 8 months ago
2010
This paper describes an efficient sampler for synchronous grammar induction under a nonparametric Bayesian prior. Inspired by ideas from slice sampling, our sampler is able to dra...