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  • Pierre Jean A. Colombo, Chloé Clavel, Pa...
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    Jun 28th, 2022
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    journalArticle
    Pierre Jean A. Colombo, Chloé Clavel, Pa...
    Jun 28th, 2022

    Assessing the quality of natural language generation (NLG) systems through human annotation is very expensive. Additionally, human annotation campaigns are time-consuming and include non-reusable human labour. In practice, researchers rely on automatic metrics as a proxy of quality. In the last decade, many string-based metrics (e.g., BLEU or ROUGE) have been introduced. However, such metrics usually rely on exact matches and thus, do not robustly handle synonyms. In this paper, we introduce...

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