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Coherence-Aware Distributional Evaluation of Open-Ended Text Generation

Liu, Jinnuo et al.
arXiv (All) · Papers
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computation-and-language
Existing metrics for open-ended text generation measure likelihood, lexical diversity, or distributional similarity in generic representation space, yet they can miss fundamental dimensions of quality. A prominent blind spot is global coherence: a generated passage may be locally fluent while remain
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