Specification of the Large-scale Chinese Lexical Semantic Knowledge Base Building
Jinmin Shi · Journal of Shanxi University · 2015
An automatic merging algorithm which based on the similarity of word meaning was introduced,and a large-scale Chinese lexical semantic knowledge base(CLSKB)was initially constructed by integrating multi-source dictionaries and knowledge bases,including 3core resources(The Grammatical Knowledge base of Contemporary Chinese,Chinese Function word usage Knowledge Base,Modern Chinese Dictionary)and 19 other dictionaries.The accuracy of the merging algorithm reached 32.9%,which improved the work efficiency greatly.The CLSKB is made up of two knowledge bases:CLSKB_Core and CLSKB_Extended.CLSKB_Core(160,000entries)is made of highly reliable resources.Besides,an extended version(330,000entries)containing network resources was also built as a supplement which called CLSKB_Extended.CLSKB can provide abundant lexical semantics and relational information for various areas in natural language processing.