2 papers
cs.CY2026
Auditing Discriminatory Patterns in Mortgage Lending Through Association Rules and Fair Binning
Archit Rathod, Dhwani Chande, Het Nagda
Mortgage lending in the United States exhibits persistent racial and gender disparities. We investigate whether standard data preprocessing steps, specifically attribute binning, a…
cs.CL2026
Measuring and Mitigating Toxicity in Large Language Models: A Comprehensive Replication Study
Mokshit Surana, Archit Rathod, Akshaj Satishkumar
Large Language Models (LLMs) trained on web-scale corpora inherently absorb toxic patterns from their training data. This leads to toxic degeneration where even innocuous prompts c…