The following section describes the different basic models we consider for multino- mial mixture modelling of bilingual texts. In section 3, we briefly discuss ...
In this paper, we describe and compare several extensions of the class-conditional multinomial mixture-based text classifier for bilingual texts. References.
Several extensions of the class-conditional multinomial mixture-based text classifier for bilingual texts are described and compared. Mixture modelling of ...
In this pa- per, we describe and compare several extensions of the class-conditional multino- mial mixture-based text classifier for bilingual texts.
Nov 21, 2024 · On the use of Bernoulli mixture models for text classification ... This paper focuses on the application of mixtures of multivariate Bernoulli ...
This paper describes a Bayesian classification approach in which the multiple classes that comprise a document are represented by a mixture model. While the ...
Missing: Bilingual | Show results with:Bilingual
This paper, using bag-of-words vector document representation, explores the use of the mixture of multinomial distributions as a model for class-conditional ...
Missing: Bilingual | Show results with:Bilingual
The model considered in this paper consists of a mixture of multinomial distributions over the word counts, each component corresponding to a different theme.
Missing: Bilingual | Show results with:Bilingual
Multinomial Mixture Mod- elling for Bilingual Text Classification. In Proc. of. PRIS'06, pages 93–103. K. Crammer and Y. Singer. 2002. On the algorithmic.
Sep 25, 2005 · Multinomial Mixture Modelling for Bilingual Text Classification. Technical report DSIC-II/10/05, Department of Information Systems and ...