3 papers
cs.SE2026
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…
cs.SE2026
Comparative Separation: Evaluating Separation on Comparative Judgment Test Data
Xiaoyin Xi, Neeku Capak, Kate Stockwell +1
This research seeks to benefit the software engineering society by proposing comparative separation, a novel group fairness notion to evaluate the fairness of machine learning soft…
cs.LG2025
FairReweighing: Density Estimation-Based Reweighing Framework for Improving Separation in Fair Regression
Xiaoyin Xi, Zhe Yu
There has been a prevalence of applying AI software in both high-stakes public-sector and industrial contexts. However, the lack of transparency has raised concerns about whether t…