Sumit Bhatia

Large Language Models (LLMs) exhibit a puzzling disparity in their formal linguistic competence: while they learn some linguistic phenomena with near-perfect mastery, they often perform below chance on others, even after training on trillions of tokens. In this work, we investigate whether these...

Modern enterprise documentation is rich with images (screenshots, flowcharts, system diagrams, etc.) and instructional videos (product tutorials), yet typical conversational systems often provide text-only answers that fail to capture procedural or interface-level nuances. We present our in-produ...