Pregled bibliografske jedinice broj: 419334
On unsupervised grammar induction from untagged corpora
On unsupervised grammar induction from untagged corpora // Poznań Studies in Contemporary Linguistics, 41 (2006), 57-71 (podatak o recenziji nije dostupan, članak, znanstveni)
CROSBI ID: 419334 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
On unsupervised grammar induction from untagged corpora
Autori
Ćavar, Damir ; Herring, Joshua ; Ikuta, Toshikazu ; Rodrigues, Paul ; Schrementi, Giancarlo
Izvornik
Poznań Studies in Contemporary Linguistics (0137-2459) 41
(2006);
57-71
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
grammar induction; machine learning; statistical natural language processing
Sažetak
In this paper we describe the theoretical motivation and the implementation of an unsupervised morphology induction algorithm. We show that we can induce morphologies with very high precision, using simple unsupervised statistical algorithms. The results are not only relevant from a theoretical point of view, but they also have various potential applications in natural language processing.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti
