A hierarchical nonparametric Bayesian approach to statistical language model domain adaptation

In this paper we present a doubly hierarchical Pitman-Yor process language model. Its bottom layer of hierarchy consists of multiple hierarchical Pitman-Yor process language models, one each for some number of domains. The novel top layer of hierarchy consists of a mechanism to couple together multi...

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Detaylı Bibliyografya
Asıl Yazarlar: Wood, F, Teh, Y
Materyal Türü: Journal article
Dil:English
Baskı/Yayın Bilgisi: 2009