Conference paper
Reasoning about RoboCup soccer narratives
Hannaneh Hajishirzi, Julia Hockenmaier, et al.
UAI 2011
We reduce ranking, as measured by the Area Under the Receiver Operating Characteristic Curve (AUC), to binary classification. The core theorem shows that a binary classification regret of r on the induced binary problem implies an AUC regret of at most 2r. This is a large improvement over approaches such as ordering according to regressed scores, which have a regret transform of r nr where n is the number of elements.
Hannaneh Hajishirzi, Julia Hockenmaier, et al.
UAI 2011
Yehuda Naveli, Michal Rimon, et al.
AAAI/IAAI 2006
Shachar Don-Yehiya, Leshem Choshen, et al.
ACL 2025
P. Trespeuch, Y. Fournier, et al.
Civil-Comp Proceedings