Weighted maximum likelihood loss as a convenient shortcut to optimizing the F-measure of maximum entropy classifiers

Georgi Dimitroff, Laura Toloşi, Borislav Popov, Georgi Georgiev


Anthology ID:
R13-1027
Volume:
Proceedings of the International Conference Recent Advances in Natural Language Processing RANLP 2013
Month:
September
Year:
2013
Address:
Hissar, Bulgaria
Venue:
RANLP
SIG:
Publisher:
INCOMA Ltd. Shoumen, BULGARIA
Note:
Pages:
207–214
Language:
URL:
https://aclanthology.org/R13-1027
DOI:
Bibkey:
Cite (ACL):
Georgi Dimitroff, Laura Toloşi, Borislav Popov, and Georgi Georgiev. 2013. Weighted maximum likelihood loss as a convenient shortcut to optimizing the F-measure of maximum entropy classifiers. In Proceedings of the International Conference Recent Advances in Natural Language Processing RANLP 2013, pages 207–214, Hissar, Bulgaria. INCOMA Ltd. Shoumen, BULGARIA.
Cite (Informal):
Weighted maximum likelihood loss as a convenient shortcut to optimizing the F-measure of maximum entropy classifiers (Dimitroff et al., RANLP 2013)
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PDF:
https://aclanthology.org/R13-1027.pdf