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Manley Roberts
Manley Roberts
Research Scientist
Verified email at abacus.ai
Title
Cited by
Cited by
Year
Giraffe: Adventures in expanding context lengths in llms
A Pal, D Karkhanis, M Roberts, S Dooley, A Sundararajan, S Naidu
arXiv preprint arXiv:2308.10882, 2023
182023
Data contamination through the lens of time
M Roberts, H Thakur, C Herlihy, C White, S Dooley
arXiv preprint arXiv:2310.10628, 2023
122023
Unsupervised learning under latent label shift
M Roberts, P Mani, S Garg, Z Lipton
Advances in Neural Information Processing Systems 35, 18763-18778, 2022
72022
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive
A Pal, D Karkhanis, S Dooley, M Roberts, S Naidu, C White
arXiv preprint arXiv:2402.13228, 2024
32024
To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination
M Roberts, H Thakur, C Herlihy, C White, S Dooley
The Twelfth International Conference on Learning Representations, 2023
12023
Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know
S Kapoor, N Gruver, M Roberts, A Pal, S Dooley, M Goldblum, A Wilson
Proceedings of the 1st Workshop on Uncertainty-Aware NLP (UncertaiNLP 2024 …, 2024
2024
A Natural Experiment on LLM Data Contamination in Code Generation
M Roberts, H Thakur, C Herlihy, C White, S Dooley
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