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The evaluation of Natural Language Generation (NLG) models has gainedincreased attention, urging the development of metrics that evaluate variousaspects of generated text. LUNA addresses this challenge by introducing aunified interface for 20 NLG evaluation metrics. These metrics are categorizedbased on their reference-dependence and the type of text representation theyemploy, from string-based n-gram overlap to the utilization of staticembeddings and pre-trained language models.  The straightforward design of LUNA allows for easy extension with novelmetrics, requiring just a few lines of code. LUNA offers a user-friendly toolfor evaluating generated texts.

LUNA: A Framework for Language Understanding and Naturalness Assessment