Search Results for author: Kyungsun Kim

Found 5 papers, 4 papers with code

DAGAM: Data Augmentation with Generation And Modification

1 code implementation6 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.

Data Augmentation text-classification +1

Artificial Intelligence Technology analysis using Artificial Intelligence patent through Deep Learning model and vector space model

no code implementations8 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.

Feature Engineering

Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention

1 code implementation15 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.

Medical Code Prediction Medical Diagnosis +1

A novel hybrid methodology of measuring sentence similarity

1 code implementation3 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.

Sentence Sentence Similarity

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