LAMP-TR-125 August 2005 CS-TR-4754 UMIACS-TR-2005-57 A Paraphrase-Based Approach to Machine Translation Evaluation

Abstract

We propose a novel approach to automatic machine translation evaluation based on paraphrase identification. The quality of machine-generated output can be viewed as the extent to which the conveyed meaning matches the semantics of reference translations, independent of lexical and syntactic divergences. This idea is implemented in linear regression models… (More)

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