1.8k citations · 2k across the 7 of their papers we have counts for
3 papers · 1 filter
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…
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…
DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Models
Rıza Özçelik, Alperen Bağ, Berk Atıl +3
Computational models that accurately predict the binding affinity of an input protein-chemical pair can accelerate drug discovery studies. These models are trained on available pro…