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Improved Statistical Alignment Models (2000)
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by
Franz Josef Och
,
Hermann Ney
| Venue: | In Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics |
| Citations: | 589 - 12 self |
BibTeX
@INPROCEEDINGS{Och00improvedstatistical,
author = {Franz Josef Och and Hermann Ney},
title = {Improved Statistical Alignment Models},
booktitle = {In Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics},
year = {2000},
pages = {440--447}
}
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Abstract
In this paper, we present and compare various single-word based alignment models for statistical machine translation. We discuss the five IBM alignment models, the Hidden-Markov alignment model, smoothing techniques and various modifications.
