Contextual Text Denoising with Masked Language Models
Table 5: Classification F1 score on MRPC
['Method', 'Original', 'Artificial', 'Natural']
We evaluate the performance using the state-of-the-art model: fine-tuned RoBERTa liu2019roberta. We increase the size of the candidate list to 10000+25+27+16=10068 because there are a lot of proper nouns, which are hard to predict.