Search Results for author: Tak-Sung Heo

Found 6 papers, 2 papers with code

DAGAM: Data Augmentation with Generation And Modification

no code implementations6 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

Solar cell patent classification method based on keyword extraction and deep neural network

no code implementations18 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.

Classification Keyword Extraction

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

no code implementations3 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 Similarity

Global and Local Information Adjustment for Semantic Similarity Evaluation

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.

Semantic Similarity Semantic Textual Similarity

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