Differential Privacy for Text Analytics via Natural Text Sanitization
Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow
- Anthology ID:
- 2021.findings-acl.337
- Volume:
- Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
- Month:
- August
- Year:
- 2021
- Address:
- Online
- Venue:
- Findings
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 3853–3866
- Language:
- URL:
- https://aclanthology.org/2021.findings-acl.337
- DOI:
- 10.18653/v1/2021.findings-acl.337
- Cite (ACL):
- Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, and Sherman S. M. Chow. 2021. Differential Privacy for Text Analytics via Natural Text Sanitization. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 3853–3866, Online. Association for Computational Linguistics.
- Cite (Informal):
- Differential Privacy for Text Analytics via Natural Text Sanitization (Yue et al., Findings 2021)
- PDF:
- https://preview.aclanthology.org/auto-file-uploads/2021.findings-acl.337.pdf
- Code
- xiangyue9607/SanText
- Data
- GLUE, QNLI, SST