Timour Igamberdiev

14 papers A* 1B 2C 1Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
DP-NMT: Scalable Differentially Private Machine Translation.
EACL (Demonstrations)
Timour Igamberdiev, Doan Nam Long Vu, Felix Künnecke, Zhuo Yu, Jannik Holmer, Ivan Habernal
2024 — conf
Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation.
EMNLP (Findings)
Doan Nam Long Vu, Timour Igamberdiev, Ivan Habernal
2024 J jnl
Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation.
CoRR
Doan Nam Long Vu, Timour Igamberdiev, Ivan Habernal
2023 — conf
DP-BART for Privatized Text Rewriting under Local Differential Privacy.
ACL (Findings)
Timour Igamberdiev, Ivan Habernal
2023 J jnl
DP-BART for Privatized Text Rewriting under Local Differential Privacy.
CoRR
Timour Igamberdiev, Ivan Habernal
2023 J jnl
DP-NMT: Scalable Differentially-Private Machine Translation.
CoRR
Timour Igamberdiev, Doan Nam Long Vu, Felix Künnecke, Zhuo Yu, Jannik Holmer, Ivan Habernal
2023 — —
Differentially private methods in natural language processing.
Timour Igamberdiev
2022 B conf
DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting.
COLING
Timour Igamberdiev, Thomas Arnold, Ivan Habernal
2022 J jnl
DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting.
CoRR
Timour Igamberdiev, Thomas Arnold, Ivan Habernal
2022 A* conf
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks.
EMNLP
Manuel Senge, Timour Igamberdiev, Ivan Habernal
2022 B conf
Privacy-Preserving Graph Convolutional Networks for Text Classification.
LREC
Timour Igamberdiev, Ivan Habernal
2021 J jnl
One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks.
CoRR
Manuel Senge, Timour Igamberdiev, Ivan Habernal
2021 J jnl
Privacy-Preserving Graph Convolutional Networks for Text Classification.
CoRR
Timour Igamberdiev, Ivan Habernal
2018 C conf
Metaphor Identification with Paragraph and Word Vectorization: An Attention-Based Neural Approach.
PACLIC
Timour Igamberdiev, Hyopil Shin