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» Semantic Evaluation of Machine Translation

105

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EMNLP
2004

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Statistical Significance Tests for Machine Translation Evaluation

15 years 3 months ago

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If two translation systems differ differ in performance on a test set, can we trust that this indicates a difference in true system quality? To answer this question, we describe b...

Philipp Koehn

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114

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ACL
2009

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The Contribution of Linguistic Features to Automatic Machine Translation Evaluation

14 years 11 months ago

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A number of approaches to Automatic MT Evaluation based on deep linguistic knowledge have been suggested. However, n-gram based metrics are still today the dominant approach. The ...

Enrique Amigó, Jesús Giménez,...

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109

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NAACL
2007

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Source-Language Features and Maximum Correlation Training for Machine Translation Evaluation

15 years 3 months ago

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We propose three new features for MT evaluation: source-sentence constrained n-gram precision, source-sentence reordering metrics, and discriminative unigram precision, as well as...

Ding Liu, Daniel Gildea

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COLING
2008

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Diagnostic Evaluation of Machine Translation Systems Using Automatically Constructed Linguistic Check-Points

15 years 3 months ago

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Ming Zhou, Bo Wang, Shujie Liu, Mu Li, Dongdong Zh...

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