We tried various sets of prefix lengths on the development set and found the best setting to use prefixes of length 4, 6, 8, and 12.
several methods have been proposed for intrinsic evaluation of word representa- tions; we discuss two here: Word similarity (sIM): One widely-used evaluation compares distances in the continuous space to human judgments of word similarity using the 353-pair dataset of Finkelstein et al.