Learning a Better Initialization for Soft Prompts via Meta-Learning

Yukun Huang, Kun Qian, Zhou Yu


Anthology ID:
2023.ijcnlp-short.8
Volume:
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)
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
Venues:
IJCNLP | AACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
67–75
Language:
URL:
https://aclanthology.org/2023.ijcnlp-short.8
DOI:
10.18653/v1/2023.ijcnlp-short.8
Bibkey:
Cite (ACL):
Yukun Huang, Kun Qian, and Zhou Yu. 2023. Learning a Better Initialization for Soft Prompts via Meta-Learning. In Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (Volume 2: Short Papers), pages 67–75, Nusa Dua, Bali. Association for Computational Linguistics.
Cite (Informal):
Learning a Better Initialization for Soft Prompts via Meta-Learning (Huang et al., IJCNLP-AACL 2023)
Copy Citation:
PDF:
https://aclanthology.org/2023.ijcnlp-short.8.pdf