Article | Proceedings of the 20th Nordic Conference of Computational Linguistics, NODALIDA 2015, May 11-13, 2015, Vilnius, Lithuania | Extracting Semantic Frames using hfst-pmatch Link�ping University Electronic Press Conference Proceedings
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Title:
Extracting Semantic Frames using hfst-pmatch
Author:
Sam Hardwick: University of Helsinki, Finland Miikka Silfverberg: University of Helsinki, Finland Krister Lindén: University of Helsinki, Finland
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Year:
2015
Conference:
Proceedings of the 20th Nordic Conference of Computational Linguistics, NODALIDA 2015, May 11-13, 2015, Vilnius, Lithuania
Issue:
109
Article no.:
042
Pages:
305-308
No. of pages:
4
Publication type:
Abstract and Fulltext
Published:
2015-05-06
ISBN:
978-91-7519-098-3
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Series:
NEALT Proceedings Series
Publisher:
Linköping University Electronic Press, Linköpings universitet


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We use hfst-pmatch (Lindén et al., 2013), a pattern-matching tool mimicking and extending Xerox fst (Karttunen, 2011), for demonstrating how to develop a semantic frame extractor. We select a FrameNet (Baker et al., 1998) frame and write shallowly syntactic pattern-matching rules based on part-of-speech information and morphology from either a morphological automaton or tagged text.

Proceedings of the 20th Nordic Conference of Computational Linguistics, NODALIDA 2015, May 11-13, 2015, Vilnius, Lithuania

Author:
Sam Hardwick, Miikka Silfverberg, Krister Lindén
Title:
Extracting Semantic Frames using hfst-pmatch
References:

Collin F. Baker, Charles J. Fillmore, and John B. Lowe. 1998. The Berkeley FrameNet project. In Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics - Volume 1, ACL ’98, pages 86–90, Stroudsburg, PA, USA. Association for Computational Linguistics.

The BNC Consortium. 2007. The British National Corpus. Oxford University Computing Services, version 3 (BNC XML) edition.

Charles J. Fillmore. 1976. Frame semantics and the nature of language. Annals of the New York Academy of Sciences: Conference on the Origin and Development of Language and Speech, 80(1):20–32.

Lauri Karttunen. 2011. Beyond morphology: Pattern matching with FST. In Cerstin Mahlow and Michael Piotrowski, editors, Systems and Frameworks for Computational Morphology, volume 100 of Communications in Computer and Information Science, pages 1–13, Berlin Heidelberg. Springer.

Krister Lindén, Erik Axelson, Senka Drobac, Sam Hardwick, Juha Kuokkala, Jyrki Niemi, Tommi Pirinen, and Miikka Silfverberg. 2013. HFST – a system for creating NLP tools. In Cerstin Mahlow and Michael Piotrowski, editors, Systems and Frameworks for Computational Morphology, volume 380 of Communications in Computer and Information Science, pages 53–71, Berlin Heidelberg. Springer.

George A. Miller. 1995. Wordnet: A lexical database for English. Communications of the ACM, 38(11):39–41.

Proceedings of the 20th Nordic Conference of Computational Linguistics, NODALIDA 2015, May 11-13, 2015, Vilnius, Lithuania

Author:
Sam Hardwick, Miikka Silfverberg, Krister Lindén
Title:
Extracting Semantic Frames using hfst-pmatch
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