Weighted maximum likelihood loss as a convenient shortcut to optimizing the F-measure of maximum entropy classifiers. - Georgi Dimitroff; Laura Tolosi; Borislav Popov; Georgi Georgiev (RANLP, 2013)

Efficient F measure maximization via weighted maximum likelihood. - Georgi Dimitroff; Georgi Georgiev; Laura Tolosi; Borislav Popov (Mach. Learn., 2015)