64 citations · 95 across the 6 of their papers we have counts for
6 papers
Personalized Scientific Figure Caption Generation: An Empirical Study on Author-Specific Writing Style Transfer
Jaeyoung Kim, Jongho Lee, Hongjun Choi +1
We study personalized figure caption generation using author profile data from scientific papers. Our experiments demonstrate that rich author profile data, combined with relevant…
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers
Jaeyoung Kim, Kyuheon Jung, Dongbin Na +3
For real-world language applications, detecting an out-of-distribution (OOD) sample is helpful to alert users or reject such unreliable samples. However, modern over-parameterized…
Netmarble AI Center's WMT21 Automatic Post-Editing Shared Task Submission
Shinhyeok Oh, Sion Jang, Hu Xu +2
This paper describes Netmarble's submission to WMT21 Automatic Post-Editing (APE) Shared Task for the English-German language pair. First, we propose a Curriculum Training Strategy…
Deep learning-based citation recommendation system for patents
Jaewoong Choi, Sion Jang, Jaeyoung Kim +3
In this study, we address the challenges in developing a deep learning-based automatic patent citation recommendation system. Although deep learning-based recommendation systems ha…
A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks
Chanwoo Jeong, Sion Jang, Hyuna Shin +2
With the tremendous growth in the number of scientific papers being published, searching for references while writing a scientific paper is a time-consuming process. A technique th…
Text Classification using Capsules
Jaeyoung Kim, Sion Jang, Sungchul Choi +1
This paper presents an empirical exploration of the use of capsule networks for text classification. While it has been shown that capsule networks are effective for image classific…