Theory of Mind can make LLMs better at dialogue: more strategic, goal-oriented, enabling long-horizon adaptation! In our new paper, we introduce ToMA, a dialogue lookahead training framework that enables the LLMs to generate mental states that are maximally useful for achieving dialogue goals.🧵👇