Research and realization of Chinese text semantic correction Based on Rule

Automatic correction is an important research field in natural language processing, it is still relatively weak in the text automatic correction technology on semantic level. This paper presents develop XML rules based on LanguageTool Chinese grammar correction, match error correction in semantic level for the content of the rule to write the corresponding rule base, and realize automatic detect the corresponding content of semantic error in the text, and put forward the corresponding modification suggestions and opinions. The experiments show a high correct rate that the process of correction the corpus, which shows that the research and implementation of semantic of Chinese text is very practical significance and valuable.