Needle in a Haystack: Reducing the Costs of Annotating Rare-Class Instances in Imbalanced Datasets

Emily Jamison, Iryna Gurevych


Anthology ID:
Y14-1030
Volume:
Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing
Month:
December
Year:
2014
Address:
Phuket,Thailand
Venue:
PACLIC
SIG:
Publisher:
Department of Linguistics, Chulalongkorn University
Note:
Pages:
244–253
Language:
URL:
https://aclanthology.org/Y14-1030
DOI:
Bibkey:
Cite (ACL):
Emily Jamison and Iryna Gurevych. 2014. Needle in a Haystack: Reducing the Costs of Annotating Rare-Class Instances in Imbalanced Datasets. In Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing, pages 244–253, Phuket,Thailand. Department of Linguistics, Chulalongkorn University.
Cite (Informal):
Needle in a Haystack: Reducing the Costs of Annotating Rare-Class Instances in Imbalanced Datasets (Jamison & Gurevych, PACLIC 2014)
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PDF:
https://aclanthology.org/Y14-1030.pdf