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Applying Chinese Semantic Collocation Knowledge to Semantic Error Reasoning

机译：将汉语语义搭配知识应用于语义错误推理

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摘要

The knowledge of Chinese semantic collocation plays an important role in Chinese semantic understanding. Based on the investigation of the existing semantic collocation knowledge base, this article proposes a method of constructing the Chinese semantic collocation knowledge base which combines dependency parsing with HowNet. Based on the analysis of the existing semantic collocation relationship, the method extracts the collocation relation in the corpus by dependency parsing, and then the semantic information of the collocation knowledge base is generalized based on the sememe information in HowNet. A three-layer semantic collocation knowledge base is constructed. At the same time, based on the semantic collocation knowledge base, a Chinese semantic error detection algorithm is designed and implemented, and its effectiveness is verified by experiments. The semantic collocation knowledge base based on dependency parsing and HowNet is less dependent on word distance and can better deal with the long-distance semantic collocation in text.
机译：中国语义搭配的知识在中国语义理解中发挥着重要作用。基于对现有语义搭配知识库的调查，本文提出了一种构建汉语裂缝知识库的方法，该基础与Hownet结合了依赖性解析。基于对现有的语义搭配关系的分析，该方法通过依赖解析提取语料库中的搭配关系，然后基于Hownet中的Semime信息概遍的搭配知识库的语义信息。构建了一个三层语义搭配知识库。同时，基于语义搭配知识库，设计和实施了一种汉语语义误差检测算法，通过实验验证了其有效性。基于依赖性解析和Hownet的语义搭配知识库不太依赖于单词距离，并且可以更好地处理文本中的长距离语义搭配。

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