In comparison, window-5 has the worst results, with performance very close to baseline.
for class-based unigrams, P (Q|S) is computed using only the cluster labels of the query terms as where C q i is the cluster that contains q i and P (q i |C q i , S) is the emission probability of the i th query term given its cluster and the sentence.