Knowing More About Questions Can Help: Improving Calibration in Question Answering

Shujian Zhang, Chengyue Gong, Eunsol Choi


Anthology ID:
2021.findings-acl.172
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:
1958–1970
Language:
URL:
https://aclanthology.org/2021.findings-acl.172
DOI:
10.18653/v1/2021.findings-acl.172
Bibkey:
Cite (ACL):
Shujian Zhang, Chengyue Gong, and Eunsol Choi. 2021. Knowing More About Questions Can Help: Improving Calibration in Question Answering. In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 1958–1970, Online. Association for Computational Linguistics.
Cite (Informal):
Knowing More About Questions Can Help: Improving Calibration in Question Answering (Zhang et al., Findings 2021)
Copy Citation:
PDF:
https://aclanthology.org/2021.findings-acl.172.pdf
Video:
 https://aclanthology.org/2021.findings-acl.172.mp4
Code
 szhang42/Calibration_qa
Data
HotpotQAMRQANatural QuestionsSQuAD