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Improving Chinese Semantic Role Labeling with Rich Syntactic Features

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Figure 1: An example sentence: The police arethoroughly investigating the cause of the accident.
Table 1 summarizes precision, recall and F-measure of AI, SRC and the whole task (AI+SRC)of our system respectively.The forth line isthe best published SRC performance reported in(Ding and Chang, 2008), and the sixth line is thebest SRL performance reported in (Xue, 2008).Other lines show the performance of our system.These results indicate a significant improvementover previous systems due to the new features.
Table 2: Classification perfromance on develop-ment data. In the Feat column, W means wordfeatures; W+S means word and syntactic feautres.

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