Maulik Chevli
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (14)
π§
Keyword Pioneer
π
Keyword Champion
(2)
Conferences
ACL (2)
EMNLP (1)
NAACL (1)
Top co-authors
Research topics
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
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