Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss. - Kiana Aghakasiri; Noopur Zambare; JoAnn Thai; Carrie Ye; Mayur Mehta; J. Ross Mitchell; Mohamed Abdalla (CoRR, 2025)

Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs. - Mohammad Tavakoli; Alireza Salemi; Carrie Ye; Mohamed Abdalla; Hamed Zamani; J. Ross Mitchell (CoRR, 2025)