About Me

I’m a third-year PhD student at Johns Hopkins University advised by Nicholas Andrews and Kevin Duh. My general research interest is controllable text generation and reasoning for language models; currently, I’m working on uncertainty estimation and tool use for large language models. I received my BA in computer science from Smith College, where I worked on controllable music generation.

Publications

2024

• Learning to Generate Verbalized Confidences (SFLLM @ NeurIPS, 2024)

  Sophia Hager, Nicholas Andrews

• Generating Music with Structure Using Self-Similarity as Attention (arXiv preprint)

  Sophia Hager, Kathleen Hablutzel, Katherine M. Kinnaird

2023

• Learning to Generate Text in Arbitrary Writing Styles (arXiv preprint)

  Aleem Khan, Andrew Wang, Sophia Hager, Nicholas Andrews