Chakrabarty's research interests are broadly in Natural Language Processing and Machine Learning and his goal is to design and build reliable AI systems that can handle both implicature and ambiguity and are aligned with the requirements humans have from technology. Some of the research directions he is excited about include Long Form Text Generation Evaluation, Benchmarks for Reasoning and Explainability, and Human AI Collaboration.