Conditional Random Fields (CRF)
You will need to grab my arsenal repository and stick it on your python path.
Example data for citation segmentation is included as well as very simple feature extraction (not a serious feature set).
Parameter averaging for sgd and perceptron
Third Party Copyright
The example dataset
tagged_references.txt is due to Andrew McCallum. It is