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FrugalScore

FrugalScore is an approach to learn a fixed, low cost version of any expensive NLG metric, while retaining most of its original performance

Paper: https://arxiv.org/abs/2110.08559?context=cs

Project github: https://github.com/moussaKam/FrugalScore

The pretrained checkpoints presented in the paper :

FrugalScore Student Teacher Method
moussaKam/frugalscore_tiny_bert-base_bert-score BERT-tiny BERT-Base BERTScore
moussaKam/frugalscore_small_bert-base_bert-score BERT-small BERT-Base BERTScore
moussaKam/frugalscore_medium_bert-base_bert-score BERT-medium BERT-Base BERTScore
moussaKam/frugalscore_tiny_roberta_bert-score BERT-tiny RoBERTa-Large BERTScore
moussaKam/frugalscore_small_roberta_bert-score BERT-small RoBERTa-Large BERTScore
moussaKam/frugalscore_medium_roberta_bert-score BERT-medium RoBERTa-Large BERTScore
moussaKam/frugalscore_tiny_deberta_bert-score BERT-tiny DeBERTa-XLarge BERTScore
moussaKam/frugalscore_small_deberta_bert-score BERT-small DeBERTa-XLarge BERTScore
moussaKam/frugalscore_medium_deberta_bert-score BERT-medium DeBERTa-XLarge BERTScore
moussaKam/frugalscore_tiny_bert-base_mover-score BERT-tiny BERT-Base MoverScore
moussaKam/frugalscore_small_bert-base_mover-score BERT-small BERT-Base MoverScore
moussaKam/frugalscore_medium_bert-base_mover-score BERT-medium BERT-Base MoverScore