Maulik Chevli
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Machine Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Security & Privacy
(2)
Core AI
(2)
Core Methods
(2)
Differential Privacy
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
differential privacy
(3)
privacy parameter
(2)
text generation
(1)
local privacy
(1)
semantic coherence
(1)
word embedding
(1)
local differential privacy
(1)
utility loss
(1)
text rewriting
(1)
document generation
(1)
noise addition
(1)
text privatization
(1)
semantic triple
(1)
private document generation
(1)
document rewriting
(1)
metric differential privacy
(1)
privacy utility balance
(1)
word-level metric
(1)
n-gram perturbation
(1)
embedding space
(1)
Papers
Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees
EMNLP 2025
On the Impact of Noise in Differentially Private Text Rewriting
NAACL 2025
A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy
ACL 2024
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models
ACL 2024