PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Findings of the 2012 Workshop on Statistical Machine Translation
Chris Callison-Burch, Philipp Koehn, Christof Monz, Matt Post, Radu Soricut and Lucia Specia
Proceedings of the Seventh Workshop on Statistical Machine Translation pp. 10-51, 2012.

Abstract

This paper presents the results of the WMT12 shared tasks, which included a translation task, a task for machine translation evaluation metrics, and a task for run-time estimation of machine translation quality. We conducted a large-scale manual evaluation of 103 machine translation systems submitted by 34 teams. We used the ranking of these systems to mea- sure how strongly automatic metrics correlate with human judgments of translation quality for 12 evaluation metrics. We introduced a new quality estimation task this year, and eval- uated submissions from 11 teams.

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Natural Language Processing
ID Code:9584
Deposited By:Christof Monz
Deposited On:12 October 2012