Scholar
Mark Dredze
Google Scholar ID: 7jNkTbYAAAAJ
Johns Hopkins University
Machine Learning
Natural Language Processing
Health Informatics
Computational Epidemiology
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Citations & Impact
All-time
Citations
19,710
H-index
63
i10-index
190
Publications
20
Co-authors
94
list available
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Publications
30 items
Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict
2026
Cited
0
Verb-ICL: Rethinking In-Context Learning for Structured Prediction
2026
Cited
0
On the Behavioral Traits of LLM Agents
2026
Cited
0
Where Does Retrieval-Based Open-Ended Evaluation Fail? Automatic Taxonomy Induction from Long-Form Medical Answer Factuality Verification
2026
Cited
0
On the Threat Model of Weird Generalization and Emergent Misalignment
2026
Cited
0
Information Satisfaction: A Reader-Centered Axis for Summarization Evaluation
2026
Cited
0
Capability-Gated Planning: Cost-to-Goal Discovery and the Limits of Myopic Experiment Selection
2026
Cited
0
Innovation-Residual Auditing of Autonomous Analysis Agents: Localization, Detection Limits, Error Control, and Identifiability
2026
Cited
0
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Co-authors
6 total
Fernando Pereira
VP, Google
Adrian Benton
Google Research
Adam Poliak
Bryn Mawr College
Benjamin Van Durme
Johns Hopkins University / Microsoft
Nanyun (Violet) Peng
Associate Professor, UCLA
Mo Yu
WeChat AI, Tencent
