Bill Howe
7 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Application Areas
(5)
Core AI
(5)
Learning Types
(5)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Core Methods
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications · Data Science & Analytics
(1)
Representation
(1)
Keywords
large language model
(2)
question answering
(2)
text classification
(1)
uncertainty quantification
(1)
distributionally robust optimization
(1)
data annotation
(1)
confidence calibration
(1)
spurious correlation
(1)
model uncertainty
(1)
concept learning
(1)
multi-label classification
(1)
knowledge graph
(1)
convolutional network
(1)
fairness metric
(1)
hierarchical classification
(1)
long-tail distribution
(1)
membership inference
(1)
ontology learning
(1)
spatio-temporal data
(1)
few-shot learning
(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
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations
EMNLP 2024
Label-Efficient Group Robustness via Out-of-Distribution Concept Curation
CVPR 2024
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification
NeurIPS 2022
Fairness-Aware Demand Prediction for New Mobility
AAAI 2020
EZLearn: Exploiting Organic Supervision in Automated Data Annotation
IJCAI 2018