... in this study.Training TestNum of Files 728 110Num of Sentences 9,878 5,290Num of Words 238,906 165,862Num of Phrases 141,426 101,449Table 2: Information of the CTB4 Corpus3 Chinese Chunking3.1 ... Comparison of Voting MethodsIn this section, we compared the performance of the voting methods of four basic systems, whichwere used in Section 6.2.2. Table 5 shows theresults of the voting ... conducted an empirical study of Chinese chunking. We compared the performance of four models, SVMs, CRFs, MBL, and TBL.We also investigated the effects of using differentsizes of training data. In...