- incorporating inductive bias into deep neural models,
- user modeling and language learning, and
- ad hoc information retrieval (mono- and crosslingual).
During my PhD, I’ve had the good fortune to work at Amazon’s AWS Comprehend and the Adobe Document Intelligence Lab, as well as with all many of the faculty, students, and post-docs in the UMD CLIP Lab where I spend most of my time.
- AllenNLP: The Hard Way (UMD, July 2019; Adobe DIL, July 2019)