Roberts, Manley

6 publications

ICLR 2025 LiveBench: A Challenging, Contamination-Limited LLM Benchmark Colin White, Samuel Dooley, Manley Roberts, Arka Pal, Benjamin Feuer, Siddhartha Jain, Ravid Shwartz-Ziv, Neel Jain, Khalid Saifullah, Sreemanti Dey, Shubh-Agrawal, Sandeep Singh Sandha, Siddartha Venkat Naidu, Chinmay Hegde, Yann LeCun, Tom Goldstein, Willie Neiswanger, Micah Goldblum

NeurIPS 2024 Large Language Models Must Be Taught to Know What They Don’t Know Sanyam Kapoor, Nate Gruver, Manley Roberts, Katherine Collins, Arka Pal, Umang Bhatt, Adrian Weller, Samuel Dooley, Micah Goldblum, Andrew Gordon Wilson

ICLR 2024 To the Cutoff... and Beyond? a Longitudinal Perspective on LLM Data Contamination Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley

NeurIPSW 2023 A Natural Experiment on LLM Data Contamination in Code Generation Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley

NeurIPS 2022 Unsupervised Learning Under Latent Label Shift Manley Roberts, Pranav Mani, Saurabh Garg, Zachary Lipton

ICMLW 2022 Unsupervised Learning Under Latent Label Shift Pranav Mani, Manley Roberts, Saurabh Garg, Zachary Chase Lipton