Owain Evans
10 papers · 2009–2025 · 4 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25)
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Research topics
Artificial Intelligence
(10)
Core AI
(10)
Machine Learning
(4)
Natural Language Processing
(4)
Learning Types
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Applications Β· Natural Language Processing
(2)
Architectures
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Keywords
large language model
(4)
question answering
(3)
language model
(2)
ai safety
(2)
temporal reasoning
(1)
inverse reinforcement learning
(1)
markov decision processes
(1)
falsehood detection
(1)
logical reasoning
(1)
inductive reasoning
(1)
instruction following
(1)
model evaluation
(1)
behavioral prediction
(1)
markov decision process
(1)
bayesian model
(1)
truthfulness
(1)
inverse planning
(1)
social goal inference
(1)
event forecasting
(1)
logistic regression
(1)
Papers
Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs
ICML 2025
Looking Inward: Language Models Can Learn About Themselves by Introspection
ICLR 2025
Tell me about yourself: LLMs are aware of their learned behaviors
ICLR 2025
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
NeurIPS 2024
How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions
ICLR 2024
Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs
NeurIPS 2024
The Reversal Curse: LLMs trained on βA is Bβ fail to learn βB is Aβ
ICLR 2024
Forecasting Future World Events With Neural Networks
NeurIPS 2022
TruthfulQA: Measuring How Models Mimic Human Falsehoods
ACL 2022
Help or Hinder: Bayesian Models of Social Goal Inference
NeurIPS 2009