Multi-stage Chinese Dependency Parsing Based on Dependency Direction
نویسندگان
چکیده
This paper presents a novel method for multistage dependency parsing based on dependency direction. In the method, dependency parsing processes are divided into multiple sub-stages, and each stage is in a sequential pattern, which makes it easier to take applicable solutions for different issues in dependency parsing. Meanwhile, dependency parsing in the previous stage provides a clearer context for next stage. Furthermore, due to the dependency direction, the proposed method has lower search complexity than that of classic graph-based methods. Experimental results show that compared with common methods, the proposed method in this paper offers comparable accuracy and higher efficiency.
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