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  • Ehud Reiter, Anja Belz
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    Dec 14th, 2009
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    journalArticle
    Ehud Reiter, Anja Belz
    Dec 14th, 2009

    There is growing interest in using automatically computed corpus-based evaluation metrics to evaluate Natural Language Generation (NLG) systems, because these are often considerably cheaper than the human-based evaluations which have traditionally been used in NLG. We review previous work on NLG evaluation and on validation of automatic metrics in NLP, and then present the results of two studies of how well some metrics which are popular in other areas of NLP (notably BLEU and ROUGE)...

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