1 code implementation • 23 Mar 2023 • Yongmin Yoo, Cheonkam Jeong, Sanguk Gim, Junwon Lee, Zachary Schimke, Deaho Seo
Using natural language processing techniques, we measure semantic similarity based on patent text and calculate technical similarity through the degree of coexistence of International patent classification (IPC) codes.
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 • 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.
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.
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 • 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.