Hello, I’m Manley. I’m a research scientist at Abacus.AI, working on research in (mostly) robustness of modern LLMs. Previously, I completed my MS in Machine Learning at Carnegie Mellon University while conducting research in the ACMI Lab. Prior to that, I completed my BS in Computer Science at Georgia Tech.
manley@abacus.ai
A Natural Experiment on LLM Data Contamination in Code Generation
ICBINB Workshop at NeurIPS 2023, Contributed Talk
Roberts, Thakur, Herlihy, White, and Dooley
Giraffe: Adventures in Expanding Context Lengths in LLMs
Arxiv preprint
Pal, Karkhanis, Roberts, Dooley, Sundararajan, and Naidu
Unsupervised Learning under Latent Label Shift
NeurIPS 2022
SCIS Workshop at ICML 2022
Roberts, Mani, Garg, and Lipton