@inproceedings{zhou2006re-evaluating, author = {Zhou, Liang and Lin, Chin-Yew and Hovy, Eduard}, title = {Re-evaluating Machine Translation Results with Paraphrase Support}, year = {2006}, month = {July}, abstract = {In this paper, we present ParaEval, an automatic evaluation framework that uses paraphrases to improve the quality of machine translation evaluations. Previous work has focused on fixed n-gram evaluation metrics coupled with lexical identity matching. ParaEval addresses three important issues: support for paraphrase/synonym matching, recall measurement, and correlation with human judgments. We show that ParaEval correlates significantly better than BLEU with human assessment in measurements for both fluency and adequacy.}, url = {http://approjects.co.za/?big=en-us/research/publication/re-evaluating-machine-translation-results-paraphrase-support/}, }