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Volume XVI, 2008
Table of Contents

Wprowadzenie do metod statystycznych w tłumaczeniu automatycznym
An introduction to statistical methods in machine translation
Marcin Junczys-Dowmunt (Instytut J─Özykoznawstwa, Uniwersytet im. Adama Mickiewicza al. Niepodleg┼éo┼Ťci 4, 61-874 Pozna┼ä)

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Source: Investigationes Linguisticae, Volume XVI, 2008, pp. 44-66
Category: Full Papers

Language: polski

English Abstract:

The intention of this article is to provide a concise introduction to the basic mathematical concepts of statistical translation models as they were introduced by Brown et al. (1993) in their groundbreaking work The Mathematics of Statistical Machine Translation: Parameter Estimation. We concentrate on a simplified description of the first two translation models known as IBM Model 1 and 2. It is one major aim of this work to serve as tutoring material for students of computational linguistics, mathematics or computer science and therefore a lot of comments, additional examples and step-by-step explanations are given, augmenting the original formula by Brown et al. (1993). For both discussed models the calculations for a small parallel corpus are described in detail.

BibTeX Entry:

@article{ Marcin_Junczys-Dowmunt_inve16,
 author="Marcin Junczys-Dowmunt",
 title= "Wprowadzenie do metod statystycznych w t┼éumaczeniu automatycznym",
 journal="Investigationes Linguisticae",
 url="" }
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