For this reason, we smooth the emit probabilities P (w|t) in the trigram model using distributional similarity following Chen (2001).
we use Jaccard's coefficient as the similarity metric with a similarity threshold of 0.04 and a radius of 25 because these were found to attain optimal results in Chen (2001).