3 papers
cs.LG2026
Differential Parity: Relative Fairness Between Two Sets of Decisions
Zhe Yu, Xiaoyin Xi, Pranam Prakash Shetty
With AI systems widely applied to assist humans in decision-making processes such as talent hiring, school admission, and loan approval; there is an increasing need to ensure that…
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.CL2025
Advanced Financial Reasoning at Scale: A Comprehensive Evaluation of Large Language Models on CFA Level III
Pranam Shetty, Abhisek Upadhayaya, Parth Mitesh Shah +3
As financial institutions increasingly adopt Large Language Models (LLMs), rigorous domain-specific evaluation becomes critical for responsible deployment. This paper presents a co…