2 papers
cs.CL2026
Mechanistic Interpretability of Large-Scale Counting in LLMs through a System-2 Strategy
Hosein Hasani, Mohammadali Banayeeanzade, Ali Nafisi +5
Large language models (LLMs), despite strong performance on complex mathematical problems, exhibit systematic limitations in counting tasks. This issue arises from the architectura…
cs.LG2025
No Trust Issues Here: A Technical Report on the Winning Solutions for the Rayan AI Contest
Ali Nafisi, Sina Asghari, Mohammad Saeed Arvenaghi +1
This report presents solutions to three machine learning challenges developed as part of the Rayan AI Contest: compositional image retrieval, zero-shot anomaly detection, and backd…