Exploiting wikipedia in query understanding systems
|Exploiting wikipedia in query understanding systems|
|Published in||2010 5th International Conference on Digital Information Management, ICDIM 2010|
|Keyword(s)||Unknown (Extra: Knowledge base, Mathematical reasoning, NAtural language processing, Query classification, Structured database, Wikipedia, Computational linguistics, Knowledge based systems, Natural language processing systems, Standardization, Information management)|
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Exploiting wikipedia in query understanding systems is a 2010 conference paper written in English by Khoury R. and published in 2010 5th International Conference on Digital Information Management, ICDIM 2010.
In recent years, the free online encyclopaedia Wikipedia has become a standard resource to exploit to build knowledge base for various Natural Language Processing applications. In this paper, we exploit that resource to design a new query classification system. We explain and justify the steps we take to extract information from Wikipedia into a structured database, in order to demonstrate the validity of our design. We then show, both with mathematical reasoning and with experimental results, how to exploit the information in the database for the purpose of query classification.
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