Difference in features between CRF++ and SimpleTagger in Mallet

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I'm doing some experiments to compare time performance between CRF++ and SimpleTagger in Mallet. However, after running, I see there is a gap difference in accuracy between them, although I set same parameter (L2-norm). I try to figure it out by printing out the feature created from CRF++ and Mallet but I can't do that with Mallet. So, is there any difference between features of CRF++ and Mallet? How can I print out the features created by Mallet?

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