Posterior distribution
Experts

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Publications (22)

1Nonparametric Word Segmentation for Machine Translationknowledge as prior distributions and obtain the posterior distribution through inference techniques such as MCMC or variational...

2Nonparametric Model for Inupiaq Word Segmentation2012  ThuyLinh Nguyen,Stephan Vogelalignments possible on both sides. To get samples of the posterior distribution, we use blocked Gibbs sampling algorithm and sample...

3LongTail Distributions and Unsupervised Learning of Morphology2012  Qiuye Zhao,Mitch MarcusAs a result of our choice of conjugate priors, the posterior distribution, P(tc,θ T ,A−i), is also multinomial but with a...

4Learning Summary Content Units with Topic Modelingsampling (Griffiths and Steyvers, 2004) to estimate the posterior distribution over z (the assignment of word tokens to topics)...

5Topical Word Trigger Model for Keyphrase Extractiondocuments, the task of TTM learning is to compute the posterior distribution of the latent topic assignments z, the topic mixtures...

6Trajectory Based Word Sense Disambiguation2004  Xiaojie Wang,Yuji Matsumotostrategies of combination, which include combining the posterior distribution, combination based on order statistics and several...

7An Improved Hierarchical Bayesian Model of Language for Document Classification2008  Ben Allisongenerative classifiers such as those considered here, the posterior distribution of interest is modelled from the joint distribution...

8Active Learning with Sampling by Uncertainty and Density for Word Sense Disambiguation and Text Classificationbased on the entropy estimation of the classifier’s posterior distribution. In the following comparison experiments, the ...

9Contextual Recommendation based on Text MiningEM algorithm for parameter estimation to find the posterior distribution of (U, V ) and max a posterior (MAP) of (A,W ). The...

10Citation Author Topic Model in Expert SearchAlthough CAT is a relatively simple model, finding its posterior distribution over these hidden variables is still intractable...