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FAQ-Centered QA |
The FAQ-Centered QA system we created attempts
to answer questions about small domains, such as
an organization like Academia Sinica. The
knowledge needed for such a small domain is
controllable and FAQ lists usually exist.
Therefore, very little effort is needed to
collect FAQ pairs. The main goal of an FAQ QA
system is to match an input question with the
most appropriate FAQ, then output the
corresponding answers. In our system, we try to
parameterize the FAQ list. After generalization,
some FAQs can be categorized into the same
parameterized FAQ. This process has two major
benefits. First, it gives semantic analysts an
overview of the FAQs and helps generate our
tree-like knowledge base, InfoMap. Also, since
every question matches a parameterized FAQ, it
could be used to generate related information,
not just the answer the user wants. We use
InfoMap to organize the knowledge for answering
FAQs. Three kinds of knowledge, namely,
concepts, relations, and syntactic templates,
are stored in InfoMap. After receiving a
question, a mechanism fires the templates and
the related concepts through the relations
between them. A scoring method is then applied
to rank the matched FAQs.
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Demo Site URL:
http://qa.iis.sinica.edu.tw/
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Wen-Lian Hsu
Professor, IEEE Fellow
Research Fellow
Institute of Information Science ,
Academia Sinica, Taipei,
Taiwan, R. O. C. Phone:
886-2-27883799 ext.1804 Fax:
886-2-27824814 E-mail: hsu@iis.sinica.edu.tw
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Ting-Yi Sung
Research Fellow
Institute of Information Science ,
Academia Sinica, Taipei,
Taiwan, R. O. C. Phone:
886-2-27883799 ext.1711 Fax:
886-2-27824814 E-mail:
tsung iis.sinica.edu.tw¡@ |
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