James Flemings
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Keywords
differential privacy
(3)
large language model
(3)
knowledge distillation
(1)
text representation
(1)
model interpretability
(1)
ensemble method
(1)
language model
(1)
next-token prediction
(1)
privacy leakage
(1)
synthetic text generation
(1)
data preprocessing
(1)
parametric knowledge
(1)
contextual knowledge
(1)
pretraining data
(1)
context influence
(1)
data inspection
(1)
dataset editing
(1)
dataset management
(1)
dataset inspection
(1)
data editing
(1)
Papers
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models
ACL 2025
TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability
EMNLP 2025
Differentially Private Knowledge Distillation via Synthetic Text Generation
ACL 2024
Differentially Private Next-Token Prediction of Large Language Models
NAACL 2024