README.md

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