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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Wood, F, Teh, Y
التنسيق: Journal article
اللغة:English
منشور في: 2009