Manley Roberts

Computer Science · Physical Sciences

3h-index33citations8works4.62yr avg
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Research Topics

Topic Modeling(3), Natural Language Processing Techniques(1), Speech Recognition and Synthesis(1), Software Engineering Research(1), Decision-Making and Behavioral Economics(1)

Publications8 total

LiveBench: A Challenging, Contamination-Limited LLM Benchmark
arXiv (Cornell University)·2024· 15 citedOpen Access
Large Language Models Must Be Taught to Know What They Don't Know
arXiv (Cornell University)·2024· 2 citedOpen Access
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive
arXiv (Cornell University)·2024· 6 citedOpen Access
Large Language Models Must Be Taught to Know What They Don’t Know
2024
Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know
2024Open Access
Data Contamination Through the Lens of Time
arXiv (Cornell University)·2023· 3 citedOpen Access
Giraffe: Adventures in Expanding Context Lengths in LLMs
arXiv (Cornell University)·2023· 5 citedOpen Access
Unsupervised Learning under Latent Label Shift
arXiv (Cornell University)·2022· 2 citedOpen Access

Frequent Co-authors

Samuel Dooley(6), Arka Pal(5), Micah Goldblum(4), Siddartha Naidu(3), Colin White(2), Deep Karkhanis(2), Sanyam Kapoor(2), Nate Gruver(2), Katherine M. Collins(2), Umang Bhatt(2), Adrian Weller(2), B. Feuer(1), Siddhartha Jain(1), Ravid Shwartz-Ziv(1), Neel Jain(1), Khalid Saifullah(1), Chinmay Hegde(1), Yann LeCun(1), Tom Goldstein(1), Willie Neiswanger(1)