Manley Roberts
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
๐ Conference Polyglot (3) ๐ Cross-Pollinator (10) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (14) ๐งญ Keyword Pioneer
โ
The Questioner
Conferences
ICLR (2)
NIPS (2)
EACL (1)
Top co-authors
Keywords
large language model
(2)
uncertainty estimation
(2)
uncertainty quantification
(1)
model calibration
(1)
question answering
(1)
topic modeling
(1)
ai safety
(1)
distribution shift
(1)
probability calibration
(1)
human-ai collaboration
(1)
model fine-tuning
(1)
non-negative matrix factorization
(1)
unsupervised learning
(1)
latent label shift
(1)
domain adaptation
(1)
Papers
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
ICLR 2025
Large Language Models Must Be Taught to Know What They Donโt Know
NIPS 2024
Calibration-Tuning: Teaching Large Language Models to Know What They Donโt Know
EACL 2024
To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination
ICLR 2024
Unsupervised Learning under Latent Label Shift
NIPS 2022