“Why Should I Trust You?”: Explaining the Predictions of Any Classifier

Marco Ribeiro, Sameer Singh, Carlos Guestrin


Anthology ID:
N16-3020
Volume:
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations
Month:
June
Year:
2016
Address:
San Diego, California
Editors:
John DeNero, Mark Finlayson, Sravana Reddy
Venue:
NAACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
97–101
Language:
URL:
https://aclanthology.org/N16-3020
DOI:
10.18653/v1/N16-3020
Bibkey:
Cite (ACL):
Marco Ribeiro, Sameer Singh, and Carlos Guestrin. 2016. “Why Should I Trust You?”: Explaining the Predictions of Any Classifier. In Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations, pages 97–101, San Diego, California. Association for Computational Linguistics.
Cite (Informal):
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier (Ribeiro et al., NAACL 2016)
Copy Citation:
PDF:
https://aclanthology.org/N16-3020.pdf