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
24 items
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
Artificial Intolerance: Stigmatizing Language in Clinical Documentation Skews Large Language Model Decision-Making
2026
Cited
0
How to Interpret Agent Behavior
2026
Cited
0
Weird Generalization is Weirdly Brittle
2026
Cited
0
Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs
2026
Cited
0
FIRE-Bench: Evaluating Agents on the Rediscovery of Scientific Insights
2026
Cited
0
Knowing But Not Doing: Convergent Morality and Divergent Action in LLMs
2026
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0
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Resume (English only)
Co-authors
94 total
Co-author 1
Co-author 2
Co-author 3
Co-author 4
Fernando Pereira
VP, Google
Co-author 6
Co-author 7
Co-author 8
