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26 Publications
2024 | Conference Paper | LibreCat-ID: 52827
@inproceedings{Hu_Habernal_Shen_Wang_2024, title={Differentially Private Natural Language Models: Recent Advances and Future Directions}, booktitle={Findings of the Association for Computational Linguistics: EACL 2024, St. Julian’s, Malta, March 17-22, 2024}, publisher={Association for Computational Linguistics}, author={Hu, Lijie and Habernal, Ivan and Shen, Lei and Wang, Di}, editor={Graham, Yvette and Purver, Matthew}, year={2024}, pages={478–499} }
LibreCat
2024 | Conference Paper | LibreCat-ID: 52842
@inproceedings{Igamberdiev_Vu_Kuennecke_Yu_Holmer_Habernal_2024, place={St. Julians, Malta}, title={DP-NMT: Scalable Differentially Private Machine Translation}, booktitle={Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations}, publisher={Association for Computational Linguistics}, author={Igamberdiev, Timour and Vu, Doan Nam Long and Kuennecke, Felix and Yu, Zhuo and Holmer, Jannik and Habernal, Ivan}, editor={Aletras, Nikolaos and De Clercq, Orphee}, year={2024}, pages={94–105} }
LibreCat
2023 | Conference Paper | LibreCat-ID: 48289
@inproceedings{Habernal_Mireshghallah_Thaine_Ghanavati_Feyisetan_2023, title={Privacy-Preserving Natural Language Processing}, DOI={10.18653/v1/2023.eacl-tutorials.6}, booktitle={Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics: Tutorial Abstracts}, publisher={Association for Computational Linguistics}, author={Habernal, Ivan and Mireshghallah, Fatemehsadat and Thaine, Patricia and Ghanavati, Sepideh and Feyisetan, Oluwaseyi}, year={2023} }
LibreCat
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2023 | Conference Paper | LibreCat-ID: 48288
@inproceedings{Matzken_Eger_Habernal_2023, title={Trade-Offs Between Fairness and Privacy in Language Modeling}, DOI={10.18653/v1/2023.findings-acl.434}, booktitle={Findings of the Association for Computational Linguistics: ACL 2023}, publisher={Association for Computational Linguistics}, author={Matzken, Cleo and Eger, Steffen and Habernal, Ivan}, year={2023} }
LibreCat
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2023 | Conference Paper | LibreCat-ID: 48291
@inproceedings{Mouhammad_Daxenberger_Schiller_Habernal_2023, title={Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting}, DOI={10.18653/v1/2023.law-1.8}, booktitle={Proceedings of the 17th Linguistic Annotation Workshop (LAW-XVII)}, publisher={Association for Computational Linguistics}, author={Mouhammad, Nina and Daxenberger, Johannes and Schiller, Benjamin and Habernal, Ivan}, year={2023} }
LibreCat
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2023 | Conference Paper | LibreCat-ID: 48296
@inproceedings{Yin_Habernal_2023, title={Privacy-Preserving Models for Legal Natural Language Processing}, DOI={10.18653/v1/2022.nllp-1.14}, booktitle={Proceedings of the Natural Legal Language Processing Workshop 2022}, publisher={Association for Computational Linguistics}, author={Yin, Ying and Habernal, Ivan}, year={2023} }
LibreCat
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2023 | Journal Article | LibreCat-ID: 48294
@article{Sawhney_Neerkaje_Habernal_Flek_2023, title={How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications}, volume={17}, DOI={10.1609/icwsm.v17i1.22186}, journal={Proceedings of the International AAAI Conference on Web and Social Media}, publisher={Association for the Advancement of Artificial Intelligence (AAAI)}, author={Sawhney, Ramit and Neerkaje, Atula and Habernal, Ivan and Flek, Lucie}, year={2023}, pages={766–776} }
LibreCat
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2023 | Conference Paper | LibreCat-ID: 48297
@inproceedings{Senge_Igamberdiev_Habernal_2023, title={One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks}, DOI={10.18653/v1/2022.emnlp-main.496}, booktitle={Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing}, publisher={Association for Computational Linguistics}, author={Senge, Manuel and Igamberdiev, Timour and Habernal, Ivan}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48292
@inproceedings{Igamberdiev_Habernal_2023, title={DP-BART for Privatized Text Rewriting under Local Differential Privacy}, DOI={10.18653/v1/2023.findings-acl.874}, booktitle={Findings of the Association for Computational Linguistics: ACL 2023}, publisher={Association for Computational Linguistics}, author={Igamberdiev, Timour and Habernal, Ivan}, year={2023} }
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48295
@inproceedings{Bongard_Held_Habernal_2023, title={The Legal Argument Reasoning Task in Civil Procedure}, DOI={10.18653/v1/2022.nllp-1.17}, booktitle={Proceedings of the Natural Legal Language Processing Workshop 2022}, publisher={Association for Computational Linguistics}, author={Bongard, Leonard and Held, Lena and Habernal, Ivan}, year={2023} }
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 48290
@article{Habernal_Faber_Recchia_Bretthauer_Gurevych_Spiecker genannt Döhmann_Burchard_2023, title={Mining legal arguments in court decisions}, DOI={10.1007/s10506-023-09361-y}, journal={Artificial Intelligence and Law}, publisher={Springer Science and Business Media LLC}, author={Habernal, Ivan and Faber, Daniel and Recchia, Nicola and Bretthauer, Sebastian and Gurevych, Iryna and Spiecker genannt Döhmann, Indra and Burchard, Christoph}, year={2023} }
LibreCat
| DOI
2023 | Preprint | LibreCat-ID: 49649
@article{Igamberdiev_Vu_Künnecke_Yu_Holmer_Habernal_2023, title={DP-NMT: Scalable Differentially-Private Machine Translation}, author={Igamberdiev, Timour and Vu, Doan Nam Long and Künnecke, Felix and Yu, Zhuo and Holmer, Jannik and Habernal, Ivan}, year={2023} }
LibreCat
2023 | Preprint | LibreCat-ID: 49650
@article{Held_Habernal_2023, title={LaCour!: Enabling Research on Argumentation in Hearings of the European Court of Human Rights}, author={Held, Lena and Habernal, Ivan}, year={2023} }
LibreCat
2022 | Conference Paper | LibreCat-ID: 48299
@inproceedings{Igamberdiev_Habernal_2022, place={Marseille, France}, title={Privacy-Preserving Graph Convolutional Networks for Text Classification}, booktitle={Proceedings of the Thirteenth Language Resources and Evaluation Conference}, publisher={European Language Resources Association}, author={Igamberdiev, Timour and Habernal, Ivan}, year={2022}, pages={338–350} }
LibreCat
2022 | Conference Paper | LibreCat-ID: 48300
@inproceedings{Igamberdiev_Arnold_Habernal_2022, place={Gyeongju, Republic of Korea}, title={DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting}, booktitle={Proceedings of the 29th International Conference on Computational Linguistics}, publisher={International Committee on Computational Linguistics}, author={Igamberdiev, Timour and Arnold, Thomas and Habernal, Ivan}, year={2022}, pages={2927–2933} }
LibreCat
2022 | Conference Paper | LibreCat-ID: 48298
@inproceedings{Habernal_2022, title={How reparametrization trick broke differentially-private text representation learning}, DOI={10.18653/v1/2022.acl-short.87}, booktitle={Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)}, publisher={Association for Computational Linguistics}, author={Habernal, Ivan}, year={2022} }
LibreCat
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2021 | Conference Paper | LibreCat-ID: 48286
@inproceedings{Habernal_2021, title={When differential privacy meets NLP: The devil is in the detail}, DOI={10.18653/v1/2021.emnlp-main.114}, booktitle={Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing}, publisher={Association for Computational Linguistics}, author={Habernal, Ivan}, year={2021} }
LibreCat
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2020 | Conference Paper | LibreCat-ID: 48301
@inproceedings{Glockner_Habernal_Gurevych_2020, title={Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision}, DOI={10.18653/v1/2020.findings-emnlp.97}, booktitle={Findings of the Association for Computational Linguistics: EMNLP 2020}, publisher={Association for Computational Linguistics}, author={Glockner, Max and Habernal, Ivan and Gurevych, Iryna}, year={2020} }
LibreCat
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2018 | Conference Paper | LibreCat-ID: 48303
@inproceedings{Habernal_Wachsmuth_Gurevych_Stein_2018, title={The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants}, DOI={10.18653/v1/n18-1175}, booktitle={Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)}, publisher={Association for Computational Linguistics}, author={Habernal, Ivan and Wachsmuth, Henning and Gurevych, Iryna and Stein, Benno}, year={2018} }
LibreCat
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2018 | Conference Paper | LibreCat-ID: 48302
@inproceedings{Habernal_Wachsmuth_Gurevych_Stein_2018, title={Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web Argumentation}, DOI={10.18653/v1/n18-1036}, booktitle={Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)}, publisher={Association for Computational Linguistics}, author={Habernal, Ivan and Wachsmuth, Henning and Gurevych, Iryna and Stein, Benno}, year={2018} }
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