13 search results - page 1 / 3 » Shallow Parsing with Conditional Random Fields |
NAACL
2003
13 years 5 months ago
2003
Conditional random fields for sequence labeling offer advantages over both generative models like HMMs and classifiers applied at each sequence position. Among sequence labeling...
EACL
2009
ACL Anthology
14 years 4 months ago
2009
ACL Anthology
ACL
2008
13 years 5 months ago
2008
Discriminative feature-based methods are widely used in natural language processing, but sentence parsing is still dominated by generative methods. While prior feature-based dynam...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
We show a novel approach of automatically generating minutes style extractive summaries for parliamentary speech. Minutes are structured summaries consisting of sequences of busin...
JMLR
2008
13 years 4 months ago
2008
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...