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).

• Regularization

• L-BFGS optimization

• Parameter averaging for sgd and perceptron

The example dataset tagged_references.txt is due to Andrew McCallum. It is available here.