Timour Igamberdiev
5 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(12)
🐣
Hot Topic Early Bird
Conferences
EMNLP (2)
ACL (1)
COLING (1)
EACL (1)
Top co-authors
Research topics
Keywords
differential privacy
(4)
text rewriting
(2)
neural machine translation
(2)
text classification
(1)
stochastic gradient descent
(1)
text generation
(1)
noise reduction
(1)
language model
(1)
membership inference
(1)
privacy guarantee
(1)
pretrained language model
(1)
local differential privacy
(1)
model performance
(1)
natural language processing
(1)
Papers
DP-NMT: Scalable Differentially Private Machine Translation
EACL 2024
Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation
EMNLP 2024
DP-BART for Privatized Text Rewriting under Local Differential Privacy
ACL 2023
DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting
COLING 2022
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks
EMNLP 2022