Kazutaka Shimada

Rating Prediction of Multi-Aspect Reviews Using Simultaneous Learning

2023

This paper proposes a method for rating prediction tasks in review documents. Existing models for predicting the rating scores assigned to each aspect were often developed separately. However, there is a relationship among aspects. Therefore, …

Towards Human-Level Evaluation: Assessing the Potential of GPT-4 in Automated Evaluation and Feedback Generation on Japanese Essays

2024

In recent years, Automated Writing Evaluation (AWE) has been extensively researched within the field of AI in education. This paper explores generative AI, such as GPT-4, which has garnered significant attention for its ability to …