Arman Cohan
Assistant Professor of Computer Science
What do you do with Data Science?
At Yale, I lead the Natural Language Processing lab. My research spans various problems at the intersection of NLP and Machine Learning, including language modeling, representation learning, retrieval, and applications in specialized domains. The following is a list of some of the problems that we are currently working on: Understanding generalization capabilities of Large Language Models; Evaluation and science of language models; Language modeling for complex document-level tasks and long sequences; Robust methods for generation and summarization and Scientific and scholarly document processing.