4 papers
Story Point Estimation Using Large Language Models
Pranam Prakash Shetty, Adarsh Balakrishnan, Mengqiao Xu +2
This study investigates the use of large language models (LLMs) for story point estimation. Story points are unitless, project-specific effort estimates that help developers on the…
Modeling Image-Caption Rating from Comparative Judgments
Kezia Minni, Qiang Zhang, Monoshiz Mahbub Khan +1
Image caption rating is becoming increasingly important because computer-generated captions are used extensively for descriptive annotation. However, rating the accuracy of caption…
Efficient Story Point Estimation With Comparative Learning
Monoshiz Mahbub Khan, Xiaoyin Xi, Andrew Meneely +2
Story points are unitless, project-specific effort estimates that help developers plan their sprints. Traditionally, developers have collaboratively estimated story points using pl…
Modeling Art Evaluations from Comparative Judgments: A Deep Learning Approach to Predicting Aesthetic Preferences
Manoj Reddy Bethi, Sai Rupa Jhade, Pravallika Yaganti +2
Modeling human aesthetic judgments in visual art presents significant challenges due to individual preference variability and the high cost of obtaining labeled data. To reduce cos…