Clark et al. [2020] claims that the ELECTRA approach is highly efficient in NLP performances relative to computation budget. As such, this reproducibility study focus on this claim, summarized by the following question: Can we use ELECTRA to achieve close to SOTA performances for NLP in low-resource settings, in term of compute cost?
翻译:Clark等人[2020年]称,ELECTRA方法在NLP绩效相对于计算预算方面非常有效,因此,这项可复制性研究侧重于这一索赔,概括如下:在计算成本方面,我们能否利用ELECTRA在低资源环境下为NLP实现接近SOTA绩效?