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cs.CL2021★ 1 cited
Extraction of Medication Names from Twitter Using Augmentation and an Ensemble of Language Models
Igor Kulev, Berkay Köprü, Raul Rodriguez-Esteban +4
The BioCreative VII Track 3 challenge focused on the identification of medication names in Twitter user timelines. For our submission to this challenge, we expanded the available t…
cs.CL2021★ 1 cited
Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution
Yi Huang, Buse Giledereli, Abdullatif Köksal +2
Multi-label text classification is a challenging task because it requires capturing label dependencies. It becomes even more challenging when class distribution is long-tailed. Res…