https://github.com/xplip/multilingual-lm-objectives

Research code for ICML 2023 paper titled "Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models"
https://github.com/xplip/multilingual-lm-objectives

Last synced: about 1 month ago
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Research code for ICML 2023 paper titled "Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models"

• Host: GitHub
• URL: https://github.com/xplip/multilingual-lm-objectives
• Owner: xplip
• License: mit
• Created: 2023-08-26T05:34:58.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-26T05:35:36.000Z (over 1 year ago)
• Last Synced: 2024-10-16T14:10:00.110Z (3 months ago)
• Homepage: https://arxiv.org/abs/2308.08774
• Size: 1.95 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
Research code for our ICML 2023 paper coming soon!

### Citation

```bibtex

@inproceedings{rust-soegaard-2023,

  title = {Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models},

  author = {Rust, Phillip and S{\o}gaard, Anders},

  booktitle = {Proceedings of the 40th International Conference on Machine Learning},

  year = {2023},

  url = {https://arxiv.org/abs/2308.08774},

}

```