Across eight languages, n-gram metrics such as ROUGE correlate less with human ratings in fusional languages than in isolating and agglutinative ones, while the neural metric COMET correlates better, especially in low-resource languages.
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Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization
Across eight languages, n-gram metrics such as ROUGE correlate less with human ratings in fusional languages than in isolating and agglutinative ones, while the neural metric COMET correlates better, especially in low-resource languages.