Abstract
Question Answering systems, as an extreme of the Information Retrieval field, could save lots of time and effort in satisfying a specific information need. In this regard, there are still many challenges to be resolved by current state-of-the-art systems as they cope with free texts. We propose a new hybrid question answering schema capable of answering questions with respect to different semantically related syntactically mismatched situations either in a structured or unstructured semantic format. We have exploited FrameNet and WordNet lexical resources and implemented the prototype system in a TREC-friendly fashion to obtain results comparable with outstanding participant systems in TREC 2004.
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Baker, C.F., Fillmore, C.J., Lowe, J.B.: The Berkeley FrameNet Project. In: International Conference on Computational Linguistics, vol. 1, pp. 86–90 (1998)
Fillmore, C.J.: Frame Semantics and the Nature of Language. In: Annals of the New York Academy of Sciences: Conference on the Origin and Development of Language and Speech, vol. 280, pp. 20–32 (1976)
Hovy, E., Gerber, L., Hermjakob, U., Junk, M., Lin, C.-Y.: Question Answering in Webclopedia. In: Proceedings of the TREC-9 Conference, p. 655 (2001)
Lowe, J.B., Baker, C.F., Fillmore, C.J.: A Frame-Semantic Approach to Semantic Annotation. In: SIGLEX Workshop on Tagging Text with Lexical Semantics: Why, What, and How (1997)
Miller, G., Beckwith, R., Fellbaum, C., Gross, D., Miller, K.J.: Introduction to WordNet: an On-Line Lexical Database. International Journal of Lexicography, 235–244 (1990)
Moldovan, D., Harabagiu, S., Girju, R., Morarescu, P., Lacatusu, F., Novischi, A., Badulescu, A., Bolohan, O.: LCC Tools for Question Answering. In: Proceedings of the eleventh Text REtrieval Conference (TREC 2002) (2002)
Petruck, M.R.L.: Frame Semantics. Handbook of Pragmatics Online (1996)
Ruppenhofer, J., Ellsworth, M., Petruck, M.R.L., Johnson, C.R.: FrameNet: Theory and Practice (2005), http://framenet.icsi.berkeley.edu/
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Ofoghi, B., Yearwood, J., Ghosh, R. (2006). A Hybrid Question Answering Schema Using Encapsulated Semantics in Lexical Resources. In: Sattar, A., Kang, Bh. (eds) AI 2006: Advances in Artificial Intelligence. AI 2006. Lecture Notes in Computer Science(), vol 4304. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11941439_160
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DOI: https://doi.org/10.1007/11941439_160
Publisher Name: Springer, Berlin, Heidelberg
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