RealFormer: Transformer Likes Residual Attention

Ruining He, Anirudh Ravula, Bhargav Kanagal, Joshua Ainslie


Anthology ID:
2021.findings-acl.81
Volume:
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
Month:
August
Year:
2021
Address:
Online
Venues:
ACL | Findings
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
929–943
Language:
URL:
https://aclanthology.org/2021.findings-acl.81
DOI:
10.18653/v1/2021.findings-acl.81
Bibkey:
Cite (ACL):
Ruining He, Anirudh Ravula, Bhargav Kanagal, and Joshua Ainslie. 2021. RealFormer: Transformer Likes Residual Attention. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 929–943, Online. Association for Computational Linguistics.
Cite (Informal):
RealFormer: Transformer Likes Residual Attention (He et al., Findings 2021)
Copy Citation:
PDF:
https://aclanthology.org/2021.findings-acl.81.pdf
Code
 google-research/google-research +  additional community code
Data
CoLAGLUEHotpotQAMRPCMultiNLINatural QuestionsQNLIQuora Question PairsRTESQuADSSTSTS BenchmarkSuperGLUEWikiHop