Manley Roberts

According to our database, Manley Roberts authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

LiveBench: A Challenging, Contamination-Free LLM Benchmark.

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

CoRR, 2024

Large Language Models Must Be Taught to Know What They Don't Know.

Sanyam Kapoor, Nate Gruver, Manley Roberts, Katherine M. Collins, Arka Pal, Umang Bhatt, Adrian Weller, Samuel Dooley, Micah Goldblum, Andrew Gordon Wilson

CoRR, 2024

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive.

Arka Pal, Deep Karkhanis, Samuel Dooley, Manley Roberts, Siddartha Naidu, Colin White

CoRR, 2024

To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination.

Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Data Contamination Through the Lens of Time.

Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley

CoRR, 2023

Giraffe: Adventures in Expanding Context Lengths in LLMs.

Arka Pal, Deep Karkhanis, Manley Roberts, Samuel Dooley, Arvind Sundararajan, Siddartha Naidu

CoRR, 2023

2022

Unsupervised Learning under Latent Label Shift.

Manley Roberts, Pranav Mani, Saurabh Garg, Zachary C. Lipton

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022