no code implementations • 26 Sep 2022 • Yongmin Yoo, Yeongjoon Park, Dongjin Lim, Deaho Seo
Due to the rapid development of non-face-to-face services due to the corona virus, commerce through the Internet, such as sales and reservations, is increasing very rapidly.
1 code implementation • 6 Apr 2022 • Byeong-Cheol Jo, Tak-Sung Heo, Yeongjoon Park, Yongmin Yoo, Won Ik Cho, Kyungsun Kim
Finally, we propose Data Augmentation with Generation And Modification (DAGAM), which combines DAG and DAM techniques for a boosted performance.
1 code implementation • 15 Jun 2021 • Tak-Sung Heo, Yongmin Yoo, Yeongjoon Park, Byeong-Cheol Jo, Kyungsun Kim
So we propose a model based on bidirectional encoder representations from transformers (BERT) using the sequence attention method for automatic ICD code assignment.
Ranked #1 on Multi-Label Text Classification on MIMIC-III-50
1 code implementation • 3 May 2021 • Yongmin Yoo, Tak-Sung Heo, Yeongjoon Park, Kyungsun Kim
Deep learning methodology shows a state-of-the-art performance in many natural language processing fields and is used a lot in sentence similarity measurement methods.