[IR Series] : Structured Retrieval for Question Answering @ 20/07/07
Grace Hui Yang
huiyang at cs.cmu.edu
Tue Jul 17 16:06:53 EDT 2007
Dear All,
We are pleased to announce the IR series talk on this Friday. The talk
will be given by Matthew W. Bilotti. The talk is about "Structured
Retrieval for Question Answering". Lunch will be provided by our sponsor
Yahoo!.
See you there!
Time: 12:00 noon
Date: July 20 2007 (Friday)
Location: NSH 1109
Speaker: Matthew W. Bilotti
Topic: Structured Retrieval for Question Answering
Abstract:
Bag-of-words retrieval is popular among Question Answering
(QA) system developers, but it does not support constraint
checking and ranking on the linguistic and semantic
information of interest to the QA system. We present an
approach to retrieval for QA, applying structured retrieval
techniques to the types of text annotations that QA systems
use. We demonstrate that the structured approach can retrieve
more relevant results, more highly ranked, compared
with bag-of-words, on a sentence retrieval task. We also
characterize the extent to which structured retrieval effectiveness
depends on the quality of the annotations.
The paper is published in SIGIR 2007. Here is a copy of the paper :
http://www.cs.cmu.edu/~mbilotti/pubs/Bilotti:SIGIR07.pdf
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Grace, Jaime, Jon
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