Timour Igamberdiev

According to our database, Timour Igamberdiev authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation.

Doan Nam Long Vu, Timour Igamberdiev, Ivan Habernal

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

DP-NMT: Scalable Differentially Private Machine Translation.

Timour Igamberdiev, Doan Nam Long Vu, Felix Künnecke, Zhuo Yu, Jannik Holmer, Ivan Habernal

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Differentially private methods in natural language processing.

Timour Igamberdiev

PhD thesis, 2023

DP-BART for Privatized Text Rewriting under Local Differential Privacy.

Timour Igamberdiev, Ivan Habernal

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Privacy-Preserving Graph Convolutional Networks for Text Classification.

Timour Igamberdiev, Ivan Habernal

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks.

Manuel Senge, Timour Igamberdiev, Ivan Habernal

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting.

Timour Igamberdiev, Thomas Arnold, Ivan Habernal

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2018

Metaphor Identification with Paragraph and Word Vectorization: An Attention-Based Neural Approach.

Timour Igamberdiev, Hyopil Shin

Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation, 2018