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Pregled bibliografske jedinice broj: 331767

Evolving New Lexical Association Measures Using Genetic Programming


Šnajder, Jan; Dalbelo Bašić, Bojana; Petrović, Saša; Sikiric, Ivan
Evolving New Lexical Association Measures Using Genetic Programming // Proceedings of ACL-08: HLT, Short Papers
Columbus, Ohio: Association for Computational Linguistics, 2008. str. 181-184 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Evolving New Lexical Association Measures Using Genetic Programming

Autori
Šnajder, Jan ; Dalbelo Bašić, Bojana ; Petrović, Saša ; Sikiric, Ivan

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of ACL-08: HLT, Short Papers / - Columbus, Ohio : Association for Computational Linguistics, 2008, 181-184

Skup
46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

Mjesto i datum
Columbus, Ohio, SAD, 15-20.06.2008

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Genetic programming; lexical association measures; information extraction

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
036-1300646-1986 - Otkrivanje znanja u tekstnim podacima (Bojana Dalbelo-Bašić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb