@inproceedings{ochs-habernal-2025-private,

title = {Private Synthetic Text Generation with Diffusion Models},

author = {Sebastian Ochs and Ivan Habernal},

editor = {Luis Chiruzzo and Alan Ritter and Lu Wang},

url = {https://aclanthology.org/2025.naacl-long.532/},

isbn = {979-8-89176-189-6},

year  = {2025},

date = {2025-04-01},

booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)},

pages = {10612–10626},

publisher = {Association for Computational Linguistics},

address = {Albuquerque, New Mexico},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kirsten-etal-2025-impact,

title = {The Impact of Inference Acceleration on Bias of LLMs},

author = {Elisabeth Kirsten and Ivan Habernal and Vedant Nanda and Muhammad Bilal Zafar},

editor = {Luis Chiruzzo and Alan Ritter and Lu Wang},

url = {https://aclanthology.org/2025.naacl-long.91/},

isbn = {979-8-89176-189-6},

year  = {2025},

date = {2025-04-01},

booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)},

pages = {1834–1853},

publisher = {Association for Computational Linguistics},

address = {Albuquerque, New Mexico},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/coling/WeissKH24,

title = {To Share or Not to Share: What Risks Would Laypeople Accept to Give 

 Sensitive Data to Differentially-Private NLP Systems?},

author = {Christopher Weiss and Frauke Kreuter and Ivan Habernal},

editor = {Nicoletta Calzolari and Min-Yen Kan and Véronique Hoste and Alessandro Lenci and Sakriani Sakti and Nianwen Xue},

url = {https://aclanthology.org/2024.lrec-main.1419},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 Joint International Conference on Computational 

 Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 

 20-25 May, 2024, Torino, Italy},

pages = {16331–16342},

publisher = {ELRA and ICCL},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/eacl/IgamberdievVKYHH24,

title = {DP-NMT: Scalable Differentially Private Machine Translation},

author = {Timour Igamberdiev and Doan Nam Long Vu and Felix Künnecke and Zhuo Yu and Jannik Holmer and Ivan Habernal},

editor = {Nikolaos Aletras and Orphée De Clercq},

url = {https://aclanthology.org/2024.eacl-demo.11},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 18th Conference of the European Chapter of the 

 Association for Computational Linguistics, EACL 2024 - System Demonstrations, 

 St. Julians, Malta, March 17-22, 2024},

pages = {94–105},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/eacl/HuHSW24,

title = {Differentially Private Natural Language Models: Recent Advances and 

 Future Directions},

author = {Lijie Hu and Ivan Habernal and Lei Shen and Di Wang},

editor = {Yvette Graham and Matthew Purver},

url = {https://aclanthology.org/2024.findings-eacl.33},

year  = {2024},

date = {2024-01-01},

booktitle = {Findings of the Association for Computational Linguistics: EACL 

 2024, St. Julian's, Malta, March 17-22, 2024},

pages = {478–499},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/eacl/ButtnerH24,

title = {Answering legal questions from laymen in German civil law system},

author = {Marius Büttner and Ivan Habernal},

editor = {Yvette Graham and Matthew Purver},

url = {https://aclanthology.org/2024.eacl-long.122},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 18th Conference of the European Chapter of the 

 Association for Computational Linguistics, EACL 2024 - Volume 1: 

 Long Papers, St. Julian's, Malta, March 17-22, 2024},

pages = {2015–2027},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}