2024
Timour Igamberdiev, Doan Nam Long Vu, Felix Künnecke, Zhuo Yu, Jannik Holmer, Ivan Habernal
DP-NMT: Scalable Differentially Private Machine Translation Proceedings Article
In: Aletras, Nikolaos; Clercq, Orphée De (Hrsg.): 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, S. 94–105, Association for Computational Linguistics, 2024.
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title = {DP-NMT: Scalable Differentially Private Machine Translation},
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Lijie Hu, Ivan Habernal, Lei Shen, Di Wang
Differentially Private Natural Language Models: Recent Advances and Future Directions Proceedings Article
In: Graham, Yvette; Purver, Matthew (Hrsg.): Findings of the Association for Computational Linguistics: EACL 2024, St. Julian's, Malta, March 17-22, 2024, S. 478–499, Association for Computational Linguistics, 2024.
@inproceedings{DBLP:conf/eacl/HuHSW24,
title = {Differentially Private Natural Language Models: Recent Advances and
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Marius Büttner, Ivan Habernal
Answering legal questions from laymen in German civil law system Proceedings Article
In: Graham, Yvette; Purver, Matthew (Hrsg.): 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, S. 2015–2027, Association for Computational Linguistics, 2024.
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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},
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Doan Nam Long Vu, Timour Igamberdiev, Ivan Habernal
Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation Proceedings Article
In: Al-Onaizan, Yaser; Bansal, Mohit; Chen, Yun-Nung (Hrsg.): Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, S. 507–527, Association for Computational Linguistics, 2024.
@inproceedings{DBLP:conf/emnlp/VuIH24,
title = {Granularity is crucial when applying differential privacy to text:
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author = {Doan Nam Long Vu and Timour Igamberdiev and Ivan Habernal},
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Tianhao Huang, Tao Yang, Ivan Habernal, Lijie Hu, Di Wang
Private Language Models via Truncated Laplacian Mechanism Proceedings Article
In: Al-Onaizan, Yaser; Bansal, Mohit; Chen, Yun-Nung (Hrsg.): Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, S. 3980–3993, Association for Computational Linguistics, 2024.
@inproceedings{DBLP:conf/emnlp/HuangYHHW24,
title = {Private Language Models via Truncated Laplacian Mechanism},
author = {Tianhao Huang and Tao Yang and Ivan Habernal and Lijie Hu and Di Wang},
editor = {Yaser Al-Onaizan and Mohit Bansal and Yun-Nung Chen},
url = {https://aclanthology.org/2024.emnlp-main.231},
year = {2024},
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booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural
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Lena Held, Ivan Habernal
SemEval-2024 Task 5: Argument Reasoning in Civil Procedure Proceedings Article
In: Ojha, Atul Kr.; Dogruöz, A. Seza; Madabushi, Harish Tayyar; Martino, Giovanni Da San; Rosenthal, Sara; Rosá, Aiala (Hrsg.): Proceedings of the 18th International Workshop on Semantic Evaluation, SemEval NAACL 2024, Mexico City, Mexico, June 20-21, 2024, S. 2027–2038, Association for Computational Linguistics, 2024.
@inproceedings{DBLP:conf/semeval/HeldH24,
title = {SemEval-2024 Task 5: Argument Reasoning in Civil Procedure},
author = {Lena Held and Ivan Habernal},
editor = {Atul Kr. Ojha and A. Seza Dogruöz and Harish Tayyar Madabushi and Giovanni Da San Martino and Sara Rosenthal and Aiala Rosá},
url = {https://doi.org/10.18653/v1/2024.semeval-1.276},
doi = {10.18653/V1/2024.SEMEVAL-1.276},
year = {2024},
date = {2024-01-01},
booktitle = {Proceedings of the 18th International Workshop on Semantic Evaluation,
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Doan Nam Long Vu, Timour Igamberdiev, Ivan Habernal
In: CoRR, Bd. abs/2407.18789, 2024.
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title = {Granularity is crucial when applying differential privacy to text:
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author = {Doan Nam Long Vu and Timour Igamberdiev and Ivan Habernal},
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Subhabrata Dutta, Timo Kaufmann, Goran Glavas, Ivan Habernal, Kristian Kersting, Frauke Kreuter, Mira Mezini, Iryna Gurevych, Eyke Hüllermeier, Hinrich Schütze
Problem Solving Through Human-AI Preference-Based Cooperation Artikel
In: CoRR, Bd. abs/2408.07461, 2024.
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title = {Problem Solving Through Human-AI Preference-Based Cooperation},
author = {Subhabrata Dutta and Timo Kaufmann and Goran Glavas and Ivan Habernal and Kristian Kersting and Frauke Kreuter and Mira Mezini and Iryna Gurevych and Eyke Hüllermeier and Hinrich Schütze},
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Tianhao Huang, Tao Yang, Ivan Habernal, Lijie Hu, Di Wang
Private Language Models via Truncated Laplacian Mechanism Artikel
In: CoRR, Bd. abs/2410.08027, 2024.
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title = {Private Language Models via Truncated Laplacian Mechanism},
author = {Tianhao Huang and Tao Yang and Ivan Habernal and Lijie Hu and Di Wang},
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Elisabeth Kirsten, Ivan Habernal, Vedant Nanda, Muhammad Bilal Zafar
The Impact of Inference Acceleration Strategies on Bias of LLMs Artikel
In: CoRR, Bd. abs/2410.22118, 2024.
@article{DBLP:journals/corr/abs-2410-22118,
title = {The Impact of Inference Acceleration Strategies on Bias of LLMs},
author = {Elisabeth Kirsten and Ivan Habernal and Vedant Nanda and Muhammad Bilal Zafar},
url = {https://doi.org/10.48550/arXiv.2410.22118},
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