Evolving New Lexical Association Measures Using Genetic Programming (CROSBI ID 534784)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Šnajder, Jan ; Dalbelo Bašić, Bojana ; Petrović, Saša ; Sikiric, Ivan
engleski
Evolving New Lexical Association Measures Using Genetic Programming
Automatic extraction of collocations from large corpora has been the focus of many research efforts. Most approaches concentrate on improving and combining known lexical association measures. In this paper, we describe a genetic programming approach for evolving new association measures, which is not limited to any specific language, corpus, or type of collocation. Our preliminary experimental results show that the evolved measures outperform three known association measures.
genetic programming; lexical association measures; information extraction
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Podaci o prilogu
181-184.
2008.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of ACL-08: HLT, Short Papers
Columbus (OH): Association for Computational Linguistics (ACL)
Podaci o skupu
46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
predavanje
15.06.2008-20.06.2008
Columbus (OH), Sjedinjene Američke Države