I grew up in Marietta, Georgia, where I recently completed my undergrad about half-an-hour south at Georgia Tech π. I was previously at AWS and Patientco, a healthcare / fintech startup. I enjoy reading, hiking, and making homebrew nitrogen cold brew. βοΈ β°οΈ
I'm currently working on evaluation, modeling and deployment of text generation models. Specifically, I've focused on fine-grained evaluation of LLMs and using new quality metrics to improve generation. My aim is to build a rigorous, top-down understanding of LLM behavior by incorporating existing theories of cognition with new analytical tools [...]
Improving Minimum Bayes Risk Decoding with Multi-Prompt [code]
Towards a Path Dependent Account of Category Fluency [code]
Thresh πΎ: Unified, Customizable and Deployable Fine-Grained Text Evaluation [thresh.tools]
Edit-level Simplification Evaluation using SALSA π [code/data, metric]
LENS π: A Learnable Evaluation Metric for Text Simplification
* = equal contribution
A few interesting things I found worth checking out, also see these coffee shops in Atlanta.
... to flip through
Games, Puzzles, and Computation by Erik Demaine
The Age of Surveillance Capitalism by Shoshana Zuboff
Society Must be Defended by Michel Foucault
GΓΆdel, Escher, Bach by Douglas Hofstadter