BERT Busters: Outlier Dimensions that Disrupt Transformers

Olga Kovaleva, Saurabh Kulshreshtha, Anna Rogers, Anna Rumshisky


Anthology ID:
2021.findings-acl.300
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:
3392–3405
Language:
URL:
https://aclanthology.org/2021.findings-acl.300
DOI:
10.18653/v1/2021.findings-acl.300
Bibkey:
Cite (ACL):
Olga Kovaleva, Saurabh Kulshreshtha, Anna Rogers, and Anna Rumshisky. 2021. BERT Busters: Outlier Dimensions that Disrupt Transformers. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 3392–3405, Online. Association for Computational Linguistics.
Cite (Informal):
BERT Busters: Outlier Dimensions that Disrupt Transformers (Kovaleva et al., Findings 2021)
Copy Citation:
PDF:
https://aclanthology.org/2021.findings-acl.300.pdf
Optional supplementary material:
 2021.findings-acl.300.OptionalSupplementaryMaterial.pdf
Data
BookCorpusGLUEQNLI