90 search results - page 1 / 18 » Efficient, Feature-based, Conditional Random Field Parsing |
ACL
2008
13 years 6 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...
RSS
2007
13 years 6 months ago
2007
— Matching laser range scans observed at different points in time is a crucial component of many robotics tasks, including mobile robot localization and mapping. While existing t...
JMLR
2008
13 years 5 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...
EACL
2009
ACL Anthology
14 years 5 months ago
2009
ACL Anthology
NAACL
2003
13 years 6 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...