MoverScore
metric
ID: moverscore
Related Papers
UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation
AbstractDespite the success of existing referenced metrics (e.g., BLEU and MoverScore), they correlate poorly with human judgments for open-ended text generation including story or dialog generation because of the notorious …...
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors
AbstractEvaluation metrics are a key ingredient for progress of text generation systems. In recent years, several BERT-based evaluation metrics have been proposed (including BERTScore, MoverScore, BLEURT, etc.) which correlate much …...
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metrics for Automatic Text Generation
AbstractFast and reliable evaluation metrics are key to R&D progress. While traditional natural language generation metrics are fast, they are not very reliable. Conversely, new metrics based on large pretrained …...