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.
no code implementations • 8 Nov 2021 • Yongmin Yoo, Dongjin Lim, Kyungsun Kim
For example, in the field of education, there is an artificial intelligence tutoring system that automatically assigns tutors based on student's level.
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.
1 code implementation • COLING 2018 • Dongsuk O, Sunjae Kwon, Kyungsun Kim, Youngjoong Ko
Word sense disambiguation (WSD) is the task to determine the word sense according to its context.