Manley Roberts
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
large language model
(3)
uncertainty estimation
(2)
domain adaptation
(1)
uncertainty quantification
(1)
model calibration
(1)
question answering
(1)
topic modeling
(1)
ai safety
(1)
distribution shift
(1)
probability calibration
(1)
language model
(1)
human-ai collaboration
(1)
model fine-tuning
(1)
evaluation benchmark
(1)
data contamination
(1)
training data
(1)
non-negative matrix factorization
(1)
longitudinal analysis
(1)
test set contamination
(1)
unsupervised learning
(1)
Papers
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
ICLR 2025
Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know
EACL 2024
Large Language Models Must Be Taught to Know What They Don’t Know
NeurIPS 2024
To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination
ICLR 2024
Unsupervised Learning under Latent Label Shift
NeurIPS 2022