A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings

Danushka Bollegala, Shuichi Otake, Tomoya Machide, Ken-ichi Kawarabayashi


Anthology ID:
2023.findings-ijcnlp.7
Volume:
Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 (Findings)
Month:
November
Year:
2023
Address:
Nusa Dua, Bali
Editors:
Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi
Venue:
Findings
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
65–79
Language:
URL:
https://aclanthology.org/2023.findings-ijcnlp.7
DOI:
10.18653/v1/2023.findings-ijcnlp.7
Bibkey:
Cite (ACL):
Danushka Bollegala, Shuichi Otake, Tomoya Machide, and Ken-ichi Kawarabayashi. 2023. A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings. In Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 (Findings), pages 65–79, Nusa Dua, Bali. Association for Computational Linguistics.
Cite (Informal):
A Neighbourhood-Aware Differential Privacy Mechanism for Static Word Embeddings (Bollegala et al., Findings 2023)
Copy Citation:
PDF:
https://aclanthology.org/2023.findings-ijcnlp.7.pdf