The research focus will be primarily on two directions (or their intersections):
grounded language modeling: exploiting knowledge embedded in language and language models to help solve decision-making applications and produce generalizable and interpretable models for these tasks
learning and emergent communication: developing general technology to create learning agents which can communicate with humans, explain their predictions and decision strategies, and also learn from human feedback.