Confidence Estimation for Machine Translation
by
Cyril Goutte
,
Erin Fitzgerald
,
Johns Hopkins
,
Alex Kulesza
| Citations: | 1 - 0 self |
BibTeX
@MISC{Goutte_confidenceestimation,
author = {Cyril Goutte and Erin Fitzgerald and Johns Hopkins and Alex Kulesza},
title = {Confidence Estimation for Machine Translation},
year = {}
}
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Abstract
We present a detailed study of confidence estimation for machine translation. Various methods for determining whether MT output is correct are investigated, for both whole sentences and words. Since the notion of correctness is not intuitively clear in this context, different ways of defining it are proposed. We present results on data from the NIST 2003 Chinese-to-English MT evaluation. 1
