Metaphor Identification with Paragraph and Word Vectorization: An Attention-Based Neural Approach. - Timour Igamberdiev; Hyopil Shin (PACLIC, 2018)

DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting. - Timour Igamberdiev; Thomas Arnold; Ivan Habernal (COLING, 2022)

One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks. - Manuel Senge; Timour Igamberdiev; Ivan Habernal (EMNLP, 2022)

Privacy-Preserving Graph Convolutional Networks for Text Classification. - Timour Igamberdiev; Ivan Habernal (LREC, 2022)

DP-BART for Privatized Text Rewriting under Local Differential Privacy. - Timour Igamberdiev; Ivan Habernal (ACL (Findings), 2023)

Differentially private methods in natural language processing. - Timour Igamberdiev (2023)

DP-NMT: Scalable Differentially Private Machine Translation. - Timour Igamberdiev; Doan Nam Long Vu; Felix Künnecke; Zhuo Yu; Jannik Holmer; Ivan Habernal (EACL (Demonstrations), 2024)

Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation. - Doan Nam Long Vu; Timour Igamberdiev; Ivan Habernal (EMNLP (Findings), 2024)