Grammatical error correction (GEC) task aims to detect and correct grammatical errors in sentences. Recently, the pre-trained language model has provided a strong baseline for GEC and achieved excellent results by fine-tuning on a small amount of annotated data. However, due to the lack of ...
1. 第一种,作者通过有标注的训练集的y和x构造一个correction-to-error 的mapping,这个mapping保存了当前token可以被替换的词和改词所在的句子。然后,为了保证多样性和语义上比较接近吗,作者这里选择使用当前token的句子和所有候选句子的编辑距离相似度来计算权重,也就是这里的权重wi来选择句子,如果两个句子之间相似度...
Li, P., Shi, S.: Tail-to-tail non-autoregressive sequence prediction for Chinese grammatical error correction. In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers...
Correction Statement This article has been republished with a minor correction to resolve spelling and grammatical errors. This change does not affect the scientific content of the article. References Liang, Z.; Zhang, W.; Ruan, R.; Zhuang, P.; Xie, X.; Li, C. Underwater image quality ...