Bill Howe
7 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (7) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
Conferences
AAAI (1)
ACL (1)
CVPR (1)
EMNLP (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
question answering
(2)
text classification
(1)
multi-label classification
(1)
uncertainty quantification
(1)
distributionally robust optimization
(1)
data annotation
(1)
hierarchical classification
(1)
confidence calibration
(1)
model uncertainty
(1)
concept learning
(1)
few-shot learning
(1)
knowledge graph
(1)
convolutional network
(1)
fairness metric
(1)
spurious correlation
(1)
long-tail distribution
(1)
ontology learning
(1)
spatiotemporal prediction
(1)
worst-group accuracy
(1)
representation 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
Label-Efficient Group Robustness via Out-of-Distribution Concept Curation
CVPR 2024
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations
EMNLP 2024
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification
NIPS 2022
Fairness-Aware Demand Prediction for New Mobility
AAAI 2020
EZLearn: Exploiting Organic Supervision in Automated Data Annotation
IJCAI 2018