@article{junczys-dowmunt2008wprowadzenie,
author = {Junczys-Dowmunt, Marcin},
title = {Wprowadzenie do metod statystycznych w tłumaczeniu automatycznym},
year = {2008},
month = {December},
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.},
url = {http://approjects.co.za/?big=en-us/research/publication/wprowadzenie-metod-statystycznych-w-tlumaczeniu-automatycznym/},
journal = {Investigationes Linguisticae},
volume = {16},
}