Communication-based Evaluation for Natural Language Generation

16 Sep 2019Benjamin NewmanReuben Cohn-GordonChristopher Potts

Natural language generation (NLG) systems are commonly evaluated using n-gram overlap measures (e.g. BLEU, ROUGE). These measures do not directly capture semantics or speaker intentions, and so they often turn out to be misaligned with our true goals for NLG... (read more)

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