Yuki Hironaka

Transfer Fine-tuning for Quality Estimation of Text Simplification

To efficiently train quality estimation of text simplification on a small-scale labeled corpus, we train sentence difficulty estimation prior to fine-tuning the pre-trained language models. Our proposed method improves the quality estimation of text simplification in the framework of transfer fine-t…