... classify 65.76% of adjectives, 71.39% of nouns and 52.84% of verbs. Future work will explore the use of the contextual information of the unknown words and the contex-tual information of the lexicons ... evaluation, any one of the categories of an am-biguous word is considered correct. 5.2 Result On the test set, the baseline predicts 53.50% of adjectives, 70.84% of nouns and 47.19% of verbs correctly. ... experi-ments, CiLin lexicons are divided into 2 sets: a training set of 80% CiLin words, a development set of 10% of CiLin words, and a test set of 10% CiLin words. All words in the test set are assumed...