From the 1 of 3 linked papers with an AI index.
3 papers
Mechanistic Evidence for Preserved-but-Misaligned Representations in Non-IID FedAvg
Muhammad Haseeb, Salaar Masood, Muhammad Abdullah Sohail +2
The paper investigates why federated averaging (FedAvg) performs poorly on non‑IID client data, finding that client models retain useful internal representations but these become m…
Towards Misinformation Resilience in Pakistan: A Participatory Study with Low-Socioeconomic Status Adults
Muhammad Abdullah Sohail, Amna Hassan, Shaheer Hammad +2
Digital misinformation disproportionately affects low-socioeconomic status (SES) populations. While interventions for the Global South exist, they often report limited success, par…
Deciphering the Underserved: Benchmarking LLM OCR for Low-Resource Scripts
Muhammad Abdullah Sohail, Salaar Masood, Hamza Iqbal
This study investigates the potential of Large Language Models (LLMs), particularly GPT-4o, for Optical Character Recognition (OCR) in low-resource scripts such as Urdu, Albanian,…