Masaki Murata

Auxiliary Loss for BERT-Based Paragraph Segmentation

2022 · IEICE Transactions on Information and Systems

Paragraph segmentation is a text segmentation task. Iikura et al. achieved excellent results on paragraph segmentation by introducing focal loss to Bidirectional Encoder Representations from Transformers. In this study, we investigated paragraph segmentation on Daily …

Extraction and Classification of Employment-Related Information from Web Data

2022 · 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)

On the web, there is large amount of information pertaining to various job-hunting activities, and automatically collecting this information would be efficient and convenient. In this study, information related to job hunting was extracted from …