Diamonds in the Rough: Generating Fluent Sentences from Early-Stage Drafts for Academic Writing Assistance
Table 6: Results of quantitative evaluation. Gramm. denotes the grammaticality score.
['Model', 'BLEU', 'ROUGE-L', 'BERT-P', 'BERT-R', 'BERT-F', 'P', 'R', 'F0.5', 'Gramm.', 'PPL']
We observed that the ED-ND model outperforms the other models in nearly all evaluation metrics. This finding suggests that the Enc-Dec noising methods induced noise closer to real-world drafts compared with the heuristic methods.