Jesse Roberts
7 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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The Questioner
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Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Learning Types
(3)
Deep Learning
(2)
Resources & Methods
(2)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(4)
transformer model
(2)
in-context learning
(2)
prompt engineering
(1)
text analysis
(1)
evaluation methodology
(1)
language model
(1)
uncertainty estimation
(1)
token probability
(1)
general-purpose problem solver
(1)
frozen lake
(1)
behavior stitching
(1)
problem solving
(1)
strategic preference
(1)
prisoner dilemma
(1)
human-like behavior
(1)
cognitive phenomenon
(1)
test-taking strategy
(1)
value-based preference
(1)
human-like preference
(1)
Papers
Do Large Language Models Learn Human-Like Strategic Preferences?
ACL 2025
Enhancing Post Earnings Announcement Drift Measurement with Large Language Models
EMNLP 2025
RL + Transformer = A General-Purpose Problem Solver
ACL 2025
Investigating Expert-in-the-Loop LLM Discourse Patterns for Ancient Intertextual Analysis
EMNLP 2024
Large Language Model Recall Uncertainty is Modulated by the Fan Effect
CoNLL 2024
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance
EMNLP 2024
Using Artificial Populations to Study Psychological Phenomena in Neural Models
AAAI 2024