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An Introduction to Conditional Random Fields for Relational Learning
A good intro to CRFs.
Bibtex
@INCOLLECTION{sutton06introduction,
  AUTHOR = {Charles Sutton and Andrew McCallum},
  EDITOR = {Lise Getoor and Ben Taskar},
  BOOKTITLE = {Introduction to Statistical Relational Learning},
  TITLE = {An Introduction to Conditional Random Fields for Relational
                  Learning},
  PUBLISHER = {MIT Press},
  YEAR = 2006,
  NOTE = {To appear},
  URL = {publications/crf-tutorial.pdf},
  TAGS = {recent}
}