no code implementations • 24 Jan 2024 • Katy Ilonka Gero, Chelse Swoopes, Ziwei Gu, Jonathan K. Kummerfeld, Elena L. Glassman
Large language models (LLMs) are capable of generating multiple responses to a single prompt, yet little effort has been expended to help end-users or system designers make use of this capability.
1 code implementation • 17 Sep 2023 • Ian Arawjo, Chelse Swoopes, Priyan Vaithilingam, Martin Wattenberg, Elena Glassman
Evaluating outputs of large language models (LLMs) is challenging, requiring making -- and making sense of -- many responses.
no code implementations • 8 Aug 2023 • Catherine Huang, Chelse Swoopes, Christina Xiao, Jiaqi Ma, Himabindu Lakkaraju
We present two novel methods to generate differentially private recourse: Differentially Private Model (DPM) and Laplace Recourse (LR).