1748 search results - page 174 / 350 » Acceleration of the EM algorithm |
121
Voted
NAACL
2010
15 years 1 months ago
2010
We show how features can easily be added to standard generative models for unsupervised learning, without requiring complex new training methods. In particular, each component mul...
121
Voted
ICDAR
2009
IEEE
15 years 1 months ago
2009
IEEE
A stochastic model of stroke order variation is proposed and applied to the stroke-order free on-line Kanji character recognition. The proposed model is a hidden Markov model (HMM...
157
Voted
ICMLA
2009
15 years 1 months ago
2009
Languages that combine predicate logic with probabilities are needed to succinctly represent knowledge in many real-world domains. We consider a formalism based on universally qua...
96
Voted
COLING
2010
14 years 10 months ago
2010
This paper proposes a novel semisupervised word alignment technique called EMDC that integrates discriminative and generative methods. A discriminative aligner is used to find hig...
103
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COLING
2010
14 years 10 months ago
2010
This paper studies two methods for training hierarchical MT rules independently of word alignments. Bilingual chart parsing and EM algorithm are used to train bitext correspondenc...