Sciweavers

210 search results - page 11 / 42
» Distributional Clustering of English Words
Sort
View
CICLING
2007
Springer
14 years 1 months ago
Text Categorization for Improved Priors of Word Meaning
Distributions of the senses of words are often highly skewed. This fact is exploited by word sense disambiguation (WSD) systems which back off to the predominant (most frequent) s...
Rob Koeling, Diana McCarthy, John Carroll
EACL
2003
ACL Anthology
13 years 8 months ago
Combining Distributional and Morphological Information for Part of Speech Induction
In this paper we discuss algorithms for clustering words into classes from unlabelled text using unsupervised algorithms, based on distributional and morphological information. We...
Alexander Clark
WISE
2006
Springer
14 years 1 months ago
Construction of a Distributed Learning Resource Management System Based on RSS Technology
- RSS is the first letter abbreviations of English Rich Site Summary (enriches the website summary ) or Really Simple Syndication (really simple merger ), it is a kind of simple an...
Chengling Zhao, Liyong Wan, Ying Yu, Qi Luo
NLPRS
2001
Springer
13 years 11 months ago
A Simple Closed-Class/Open-Class Factorization for Improved Language Modeling
We describe a simple improvement to ngram language models where we estimate the distribution over closed-class (function) words separately from the conditional distribution of ope...
Fuchun Peng, Dale Schuurmans
ICML
2006
IEEE
14 years 8 months ago
Clustering documents with an exponential-family approximation of the Dirichlet compound multinomial distribution
The Dirichlet compound multinomial (DCM) distribution, also called the multivariate Polya distribution, is a model for text documents that takes into account burstiness: the fact ...
Charles Elkan