16 search results - page 1 / 4 » Evaluating Unsupervised Part-of-Speech Tagging for Grammar I... |
CEC
2010
IEEE
13 years 6 months ago
2010
IEEE
Unsupervised grammar induction is one of the most difficult works of language processing. Its goal is to extract a grammar representing the language structure using texts without a...
COLING
2008
13 years 7 months ago
2008
This paper explores the relationship between various measures of unsupervised part-of-speech tag induction and the performance of both supervised and unsupervised parsing models t...
ACL
2010
13 years 3 months ago
2010
A strong inductive bias is essential in unsupervised grammar induction. We explore a particular sparsity bias in dependency grammars that encourages a small number of unique depen...
LREC
2008
13 years 7 months ago
2008
We present an approach for the cross-lingual induction of speech recognition grammars that separates the task of translation from the task of grammar generation. The source speech...
JMLR
2011
13 years 13 days ago
2011
A strong inductive bias is essential in unsupervised grammar induction. In this paper, we explore a particular sparsity bias in dependency grammars that encourages a small number ...