Why Machine Reading Comprehension Models Learn Shortcuts?

Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang, Dongyan Zhao


Anthology ID:
2021.findings-acl.85
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:
989–1002
Language:
URL:
https://aclanthology.org/2021.findings-acl.85
DOI:
10.18653/v1/2021.findings-acl.85
Bibkey:
Cite (ACL):
Yuxuan Lai, Chen Zhang, Yansong Feng, Quzhe Huang, and Dongyan Zhao. 2021. Why Machine Reading Comprehension Models Learn Shortcuts?. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 989–1002, Online. Association for Computational Linguistics.
Cite (Informal):
Why Machine Reading Comprehension Models Learn Shortcuts? (Lai et al., Findings 2021)
Copy Citation:
PDF:
https://aclanthology.org/2021.findings-acl.85.pdf
Optional supplementary material:
 2021.findings-acl.85.OptionalSupplementaryMaterial.zip
Code
 luciusssss/why-learn-shortcut
Data
DROPSQuAD