Variable order linear-chain CRFs
About this site
This site is dedicated to a machine learning model named "variable-order linear-chain CRFs". I've put some documents and software here.
Hiroshi Manabe ()
- My thesis (pdf, partly translated into English, originally in Japanese)
- Its title is "An Efficient Algorithm for Variable-Order Linear-Chain CRFs".
- CRFSuite for variable-order Markov models
- An implementation of variable order linear-chain CRFs based on CRFSuite by Naoaki Okazaki. It uses algorithms in the thesis above.
This demo shows the way how the Sum-Difference algorithm used in my thesis works. [for Firefox ONLY]