Accelerating generalized iterative scaling using componentwise extrapolations for on-line conditional random fields.

Hee-Deok Yang Seong-Whan Lee

Published in: ICMLC (2010)

Keyphrases

conditional random fields
iterative scaling
maximum entropy
probabilistic model
graphical models
information extraction
hidden markov models
random fields
markov random field
named entity recognition
higher order
structured prediction
sequence labeling
generative model
pairwise
crf model
segmentation method