1 code implementation • Applied Sciences 2021 • Tak-Sung Heo, Jong-Dae Kim, Chan-Young Park, and Yu-Seop Kim
Therefore, in this study, we propose a model that uses global information and local information simultaneously to evaluate the semantic similarity of sentence pairs.
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 • 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
no code implementations • 18 Sep 2021 • Yongmin Yoo, Dongjin Lim, Tak-Sung Heo
Solar cells are one of them, and accordingly, it can be said that the research value of solar cell patent analysis is very high.
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 • 3 Mar 2023 • Yongmin Yoo, Tak-Sung Heo, Dongjin Lim, Deaho Seo
Patent classification is an essential task in patent information management and patent knowledge mining.
no code implementations • EMNLP (ClinicalNLP) 2020 • Tak-Sung Heo, Chulho Kim, Jeong-Myeong Choi, Yeong-Seok Jeong, Yu-Seop Kim
Stroke is one of the leading causes of death and disability worldwide.