About Me
I am a second-year PhD student in English at McGill University, advised by Richard Jean So. Before that, I received two masters from the University of Texas at Austin, a M.S. in information and a M.A. in English.
I mainly work in digital humanities & cultural analytics with NLP methods, and spend most of my time thinking about how literary studies could uniquely contribute to AI research about language. I publish in a mix of NLP venues and humanities journals.
Some research questions I am currently interested in include:
- Exploring LLMs as viable cultural agents and co-creative systems, through making use of the affordances of hallucinations as confabulations
- Making use of the vast, high-quality, yet unexplored data produced by humanities departments to advance NLP research goals. I’m currently collecting a dataset of student essays to create the first literary & interpretive reasoning benchmark
- Modeling close reading (a skill that most universities ask English departments to teach all undergrads) as a unique cognitive behavior, and formalizing its procedures with information theory to supervise sampling and other inference-time solutions for improving long document understanding
- Leveraging archives of literary scholarship as a weighted knowledge base for author-based style transfer.
I am open to collaborate. Please feel free to email me if you have similar research interests.
Fun Fact About Me
I have a draft of a poetry chapbook almost ready for submission. Then I started doing NLP research.