Department of Linguistics The University of Texas at Austin Austin, Texas 78712 jbaldrid@ or trigram Hidden Markov Model (HMM). Ravi and Knight (2009) achieved the best results thus far ( word token accuracy) via a Minimum Description Length approach using an integer program (IP) that finds a minimal bigram grammar that obeys the tag dictionary constraints and covers the observed data.