Rethinking Cost-sensitive Classification in Deep Learning via Adversarial Data Augmentation

no code implementations • 24 Aug 2022 • Qiyuan Chen, Raed Al Kontar, Maher Nouiehed, Jessie Yang, Corey Lester

This necessitates rethinking cost-sensitive classification in DNNs.

Data Augmentation

PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions

no code implementations • Findings of the Association for Computational Linguistics 2020 • Jiazhao Li, Corey Lester, Xinyan Zhao, Yuting Ding, Yun Jiang, V. G. Vinod Vydiswaran

We propose a novel machine translation-based approach, PharmMT, to automatically and reliably simplify prescription directions into patient-friendly language, thereby significantly reducing pharmacist workload.

Machine Translation Translation