Manley Roberts

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Unsupervised Learning

Positive Feedback

Labeling Process

Top Venues

Publications

Colin White, Samuel Dooley, Manley Roberts, Arka Pal, Benjamin Feuer, Siddhartha Jain, Ravid Shwartz-Ziv, Neel Jain, Khalid Saifullah, Siddartha Naidu, Chinmay Hegde, Yann LeCun, Tom Goldstein, Willie Neiswanger, Micah Goldblum
LiveBench: A Challenging, Contamination-Free LLM Benchmark. CoRR (2024)
Sanyam Kapoor, Nate Gruver, Manley Roberts, Katherine M. Collins, Arka Pal, Umang Bhatt, Adrian Weller, Samuel Dooley, Micah Goldblum, Andrew Gordon Wilson
Large Language Models Must Be Taught to Know What They Don't Know. CoRR (2024)
Arka Pal, Deep Karkhanis, Samuel Dooley, Manley Roberts, Siddartha Naidu, Colin White
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive. CoRR (2024)
Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley
To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination. ICLR (2024)
Arka Pal, Deep Karkhanis, Manley Roberts, Samuel Dooley, Arvind Sundararajan, Siddartha Naidu
Giraffe: Adventures in Expanding Context Lengths in LLMs. CoRR (2023)
Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley
Data Contamination Through the Lens of Time. CoRR (2023)
Manley Roberts, Pranav Mani, Saurabh Garg, Zachary C. Lipton
Unsupervised Learning under Latent Label Shift. CoRR (2022)
Manley Roberts, Pranav Mani, Saurabh Garg, Zachary C. Lipton
Unsupervised Learning under Latent Label Shift. NeurIPS (2022)