Cognitive Impairments in Schizophrenia: A Study in a Large Clinical Sample Using Natural Language Processing. - Aurelie Mascio; Robert Stewart 002; Riley Botelle; Marcus Williams; Luwaiza Mirza; Rashmi Patel; Thomas Pollak; Richard J. B. Dobson; Angus Roberts (Frontiers Digit. Health, 2021)

On the Expressivity of Objective-Specification Formalisms in Reinforcement Learning. - Rohan Subramani; Marcus Williams; Max Heitmann; Halfdan Holm; Charlie Griffin; Joar Max Viktor Skalse (ICLR, 2024)

Multi-objective Reinforcement learning from AI Feedback. - Marcus Williams (CoRR, 2024)

On Targeted Manipulation and Deception when Optimizing LLMs for User Feedback. - Marcus Williams; Micah Carroll; Adhyyan Narang; Constantin Weisser; Brendan Murphy; Anca D. Dragan (ICLR, 2025)