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by syllogism 4598 days ago
Here's the averaged perceptron used in a part-of-speech tagger: http://honnibal.wordpress.com/2013/09/11/a-good-part-of-spee...

Because the learner is quite a good fit for the task, it performs better in terms of speed/accuracy trade-off than many other algorithms, such as CRF.

A follow up post for statistical dependency parsing should be finished in about a month (it's down my queue...)