Pregled bibliografske jedinice broj: 284429
Scheme/Python for Computational Linguistics
Scheme/Python for Computational Linguistics // Jadertina Summer School in Empirical and Computational Linguistics, JSSECL 2006
Zadar, Hrvatska, 2006. (predavanje, međunarodna recenzija, neobjavljeni rad, znanstveni)
CROSBI ID: 284429 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Scheme/Python for Computational Linguistics
Autori
Ćavar, Damir
Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, neobjavljeni rad, znanstveni
Skup
Jadertina Summer School in Empirical and Computational Linguistics, JSSECL 2006
Mjesto i datum
Zadar, Hrvatska, 11.09.2006. - 22.09.2006
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Computational Linguistics; Scheme; Python; N-gram models; corpus; parsing; Context-Free Grammars; Probabilistic Context-Free Grammars; Categorial Grammars
Sažetak
This course offers in introduction into computational linguistics on the basis of concrete and practical examples on the basis of the programming languages Python and Scheme. The concepts discussed in this course include: - Processing text files (and various code pages) - Extracting word lists and creating frequency profiles - Generating N-gram models from text on the basis of characters, morphemes, words, and applying them - Statistical methods for language identification, text similarity metric, text classification and clustering - Analysis of corpora and treebanks - Top-down, bottom-up, chunk-, and chart-parsing ( Syntactic parsing with Context Free Grammars and Probabilistic Context Free Grammars Syntactic parsing with Categorial Grammars) All concepts are accompanied with code examples (that can be found here soon), and discussed in detail with respect to implementation and formal properties.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti, Filologija
