Stephen Meisenbacher
10 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π Conference Polyglot (6) π Renaissance Researcher (6) π§ Keyword Pioneer
π
Conference Polyglot
(6)
π
Renaissance Researcher
(6)
π
Keyword Champion
(3)
π€
Dynamic Duo
(10)
β‘
Prolific Year
(5)
π
Century Club
(10)
Conferences
NAACL (3)
ACL (2)
EMNLP (2)
AACL (1)
COLING (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
differential privacy
(9)
text rewriting
(4)
natural language processing
(4)
text privatization
(3)
privacy-utility trade-off
(2)
privacy-preserving nlp
(2)
word embedding
(2)
privacy parameter
(2)
utility loss
(1)
language model prompting
(1)
survey methodology
(1)
document generation
(1)
user perception
(1)
dataset size
(1)
noise addition
(1)
semantic triple
(1)
private document generation
(1)
survey study
(1)
privacy utility trade-off
(1)
document rewriting
(1)
Papers
Investigating User Perspectives on Differentially Private Text Privatization
NAACL 2025
Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees
EMNLP 2025
With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting
IJCNLP 2025
On the Impact of Noise in Differentially Private Text Rewriting
NAACL 2025
With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting
AACL 2025
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models
ACL 2024
A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy
ACL 2024
A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking the Privacy-Utility Trade-off
COLING 2024
Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting
EMNLP 2024
Differential Privacy in Natural Language Processing: The Story So Far
NAACL 2022