1187 search results - page 6 / 238 » Unsupervised Natural Language Processing Using Graph Models |
EMNLP
2009
13 years 5 months ago
2009
This work investigates design choices in modeling a discourse scheme for improving opinion polarity classification. For this, two diverse global inference paradigms are used: a su...
EMNLP
2010
13 years 5 months ago
2010
We present an approach to grammar induction that utilizes syntactic universals to improve dependency parsing across a range of languages. Our method uses a single set of manually-...
ICML
2010
IEEE
13 years 8 months ago
2010
IEEE
For centuries, scholars have explored the deep links among human languages. In this paper, we present a class of probabilistic models that use these links as a form of naturally o...
NIPS
2001
13 years 9 months ago
2001
We describe the application of kernel methods to Natural Language Processing (NLP) problems. In many NLP tasks the objects being modeled are strings, trees, graphs or other discre...
EACL
2006
ACL Anthology
13 years 9 months ago
2006
ACL Anthology
Unsupervised paraphrase acquisition has been an active research field in recent years, but its effective coverage and performance have rarely been evaluated. We propose a generic ...