This work was supported by the U.S. Department of Defense through the U.S. Army Research Office (grant number W911NF-10-1-0533) and via a National Defense Science and Engineering Graduate Fellowship for the first author.
this basic approach for emission probabilities produces bad unknown-word probabilities.