Investigating Embedded Question Reuse in Question Answering
Publish Year: 1391
Type: Journal paper
Language: English
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Document National Code:
JR_IJE-26-3_007
Index date: 7 June 2014
Investigating Embedded Question Reuse in Question Answering abstract
The investigation presented in this paper is a novel method in question answering (QA) that enables a QA system to gain performance through reuse of information in the answer to one question to answeranother related question. Our analysis shows that a pair of question in a general open domain QA canhave embedding relation through their mentions of noun phrase expressions. We present methods for recognition of embedding property between a pair of questions by focusing on the techniques applied to match noun phrase mentions in the questions. We then take advantage from the discovery ofembedding relationship and extract referent named entities corresponding to the noun phrase expression that are present in the answer of one question. The named entities will then be used as significant terms in the query generation phase of the QA system to retrieve more pertinent answers. Finally, we discuss on data set resources and system evaluation
Investigating Embedded Question Reuse in Question Answering Keywords:
Investigating Embedded Question Reuse in Question Answering authors
m mansoori
Department of Electrical and Computer Engineering, Babol University of Technology, Babol, Iran
h hassanpour
School of Information Technology & Computer Engineering, Shahrood University of Technology, Shahrood, Iran