Explaining NLP Models via Minimal Contrastive Editing (MiCE)

Alexis Ross, Ana Marasović, Matthew Peters


Anthology ID:
2021.findings-acl.336
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:
3840–3852
Language:
URL:
https://aclanthology.org/2021.findings-acl.336
DOI:
10.18653/v1/2021.findings-acl.336
Bibkey:
Cite (ACL):
Alexis Ross, Ana Marasović, and Matthew Peters. 2021. Explaining NLP Models via Minimal Contrastive Editing (MiCE). In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 3840–3852, Online. Association for Computational Linguistics.
Cite (Informal):
Explaining NLP Models via Minimal Contrastive Editing (MiCE) (Ross et al., Findings 2021)
Copy Citation:
PDF:
https://aclanthology.org/2021.findings-acl.336.pdf
Optional supplementary material:
 2021.findings-acl.336.OptionalSupplementaryMaterial.zip
Code
 allenai/mice