Machine Learning, NLP, Perceptron, Tagging, From The Archives.
result more surprising — given that the model being compared is the same (e.g. is a maximum-entropy model) it seems counter-intuitive to me that the training algorithm which actually tries to maximize entropy produces a model that does not generalize as well on test data as the perceptron-based