Pregled bibliografske jedinice broj: 474343
Evolving New Lexical Association Measures Using Genetic Programming
Evolving New Lexical Association Measures Using Genetic Programming, 2010. (ostalo).
CROSBI ID: 474343 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Evolving New Lexical Association Measures Using Genetic Programming
Autori
Šnajder, Jan ; Dalbelo Bašić, Bojana
Izvornik
MEi:CogSci 2010 Conference 2010, 18-19.6.2010, Dubrovnik
Vrsta, podvrsta
Ostale vrste radova, ostalo
Godina
2010
Ključne riječi
multiword expressions; collocation extraction; lexical association measures; genetic programming; natural language processing; computational linguistics; 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. 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
POVEZANOST RADA
Projekti:
036-1300646-1986 - Otkrivanje znanja u tekstnim podacima (Dalbelo-Bašić, Bojana, MZO ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
