Robert Wolfe
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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The Questioner
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Understanding
(1)
Keywords
language model
(2)
contrastive learning
(1)
zero-shot learning
(1)
question answering
(1)
multimodal learning
(1)
semantic analysis
(1)
text representation
(1)
bias detection
(1)
confidence calibration
(1)
semantic representation
(1)
concept learning
(1)
distributionally robust optimization
(1)
spurious correlation
(1)
vision-language model
(1)
membership inference
(1)
worst-group accuracy
(1)
contextualized representation
(1)
contextualized embedding
(1)
gender bia
(1)
racial bia
(1)
Papers
Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs
ACL 2025
Fragments to Facts: Partial-Information Fragment Inference from LLMs
ICML 2025
Label-Efficient Group Robustness via Out-of-Distribution Concept Curation
CVPR 2024
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations
ACL 2022
VAST: The Valence-Assessing Semantics Test for Contextualizing Language Models
AAAI 2022
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models
EMNLP 2021