Semantic Based Query Expansion for Arabic Question Answering Systems

Citation:
Al-Chalabi, H., S. Ray, and K. Shaalan, "Semantic Based Query Expansion for Arabic Question Answering Systems", The International Conference on Arabic Computational Linguistics (ACLing), Cairo, Egypt, 17 April, 2015. copy at www.tinyurl.com/glsb6nq

Date Presented:

17 April

Abstract:

Question Answering Systems have emerged as a good alternative to search engines where they produce the desired information in a very precise way in the real time. However, one serious concern with the Question Answering system is that despite having answers of the questions in the knowledge base, they are not able to retrieve the answer due to mismatch between the words used by users and content creators. There has been a
lot of research in the field of English and some European language Question Answering Systems to handle this issue. However, Arabic Question Answering Systems could not match the pace due to some inherent difficulties with the language itself as well as due to lack of tools available to assist the researchers. In this paper, we are
presenting a method to add semantically equivalent keywords in the questions by using semantic resources. The experiments suggest that the proposed research can deliver highly accurate
answers for Arabic questions.

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