On unsupervised grammar induction from untagged corpora (CROSBI ID 154107)
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Podaci o odgovornosti
Ćavar, Damir ; Herring, Joshua ; Ikuta, Toshikazu ; Rodrigues, Paul ; Schrementi, Giancarlo
engleski
On unsupervised grammar induction from untagged corpora
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.
grammar induction; machine learning; statistical natural language processing
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