Privacy-Preserving Models for Legal Natural Language Processing

Privacy-Preserving Models for Legal Natural Language Processing

5 November 2022

Papers citing "Privacy-Preserving Models for Legal Natural Language Processing"

11 / 11 papers shown

Title
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges Farid Ariai Gianluca Demartini ELM AILaw VLM 50 4 0 25 Oct 2024
The Ethics of Automating Legal Actors Josef Valvoda Alec Thompson Ryan Cotterell Simone Teufel AILaw ELM 42 1 0 01 Dec 2023
To share or not to share: What risks would laypeople accept to give sensitive data to differentially-private NLP systems? Christopher F. Weiss Frauke Kreuter Ivan Habernal 42 4 0 13 Jul 2023
Training Data Extraction From Pre-trained Language Models: A Survey Shotaro Ishihara 53 47 0 25 May 2023
Trade-Offs Between Fairness and Privacy in Language Modeling Cleo Matzken Steffen Eger Ivan Habernal SILM 67 6 0 24 May 2023
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain Joel Niklaus Veton Matoshi Pooja Rani Andrea Galassi Matthias Sturmer Ilias Chalkidis ELM AILaw 42 56 0 30 Jan 2023
Differentially Private Natural Language Models: Recent Advances and Future Directions Lijie Hu Ivan Habernal Lei Shen Di Wang AAML 40 19 0 22 Jan 2023
Mining Legal Arguments in Court Decisions Ivan Habernal D. Faber Nicola Recchia Sebastian Bretthauer Iryna Gurevych Indra Spiecker genannt Dohmann Chr. Burchard AILaw 19 46 0 12 Aug 2022
Opacus: User-Friendly Differential Privacy Library in PyTorch Ashkan Yousefpour I. Shilov Alexandre Sablayrolles Davide Testuggine Karthik Prasad ... Sayan Gosh Akash Bharadwaj Jessica Zhao Graham Cormode Ilya Mironov VLM 173 356 0 25 Sep 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 312 1,852 0 14 Dec 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 723 6,755 0 26 Sep 2016