Published multiple papers in top conferences and journals such as ACL, NAACL, EMNLP; co-authored books including 'Natural Language Processing: A Large Language Model Approach'; served as a Senior PC member, Area Chair, and reviewer for several international conferences.
Research Experience
Currently a Senior Applied Scientist at AWS Agentic AI; previously a Postdoctoral researcher at MIT CSAIL, working with Regina Barzilay.
Education
Ph.D. from the SCIR lab at Harbin Institute of Technology, supervised by Haifeng Wang and Wanxiang Che; visiting student at Johns Hopkins University, advised by David Yarowsky.
Background
Research interests span a broad spectrum of topics in natural language processing (NLP) and machine learning. Earlier work focused on low-resource learning, with applications in cross-lingual, task, and domain transfer, as well as AI for chemical sciences. More recent work has centered on large language models (LLMs) and agentic AI.