Please check my Curriculum Vitae for more information!
- Graduate student @ Department of Artificial Intelligence, Chung-Ang University
- E-mail: [email protected] / [email protected]
- Personal Blog: c-juhwan.github.io
- LinkedIn: linkedin.com/in/cjuhwan99
- Research Interest: Natural Language Processing, Deep Learning
-
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation
- Juhwan Choi, Jungmin Yun, Kyohoon Jin and YoungBin Kim
- arXiv Preprint arxiv:2404.09682
- Paper
-
Don't be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks
- Seunguk Yu, Juhwan Choi and YoungBin Kim
- NAACL 2024 Findings
- Paper
-
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation
- Kyohoon Jin, Junho Lee, Juhwan Choi, Sangmin Song and YoungBin Kim
- LREC-COLING 2024
- Paper
-
Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning
-
Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion
-
AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes
-
GPTs Are Multilingual Annotators for Sequence Generation Tasks
-
SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels
-
Generative Data Augmentation via Wasserstein Autoencoder for Text Classification
- 텍스트 분류를 위한 Wasserstein Autoencoder를 활용한 생성적 데이터 증강
- Kyohoon Jin, Junho Lee, Juhwan Choi, Sangmin Song, Soojin Jang and YoungBin Kim
- 2024년도 한국통신학회 동계종합학술발표회
- 소프트 라벨을 적용한 규칙 기반 텍스트 데이터 증강 기법
- 감정 간의 관계를 고려한 지도 대조 학습 기반 감정 인식
- Dongje Yoo, Kyunghoon Jeon, Juhwan Choi and YoungBin Kim
- 대한전자공학회 2023년도 하계종합학술대회
- Paper
- KITE: 한국어 고의 오탈자를 활용한 텍스트 데이터 증강 방법론
- Seunguk Yu, Juhwan Choi, Heejae Suh, Kyohoon Jin and YoungBin Kim
- 한국HCI학회 2023년도 학술대회
- Paper
- 낯선 데이터를 활용한 과잉신뢰 완화 텍스트 증강 기법
- Junho Lee, Sahngmin Song, Juhwan Choi, Juhyoung Park, Kyohoon Jin and YoungBin Kim
- 한국HCI학회 2023년도 학술대회
- Paper | Presentation
- Semantic Preservation and Natural Language Data Augmentation via Variational Autoencoder
- Yuchul Shin, Kyohoon Jin, Juhwan Choi, Junho Lee, Soojin Jang and YoungBin Kim
- TechArt
- Paper
- Variational Autoencoder 기반 의미 보존 자연어 데이터 증강 기법
- Juhwan Choi, Junho Lee, Kyohoon Jin, Yehoon Jang, Soojin Jang and YoungBin Kim
- 대한전자공학회 2022년도 하계종합학술대회
- Paper | Presentation
- Native: Korean
- Fluent: English
- Familiar: Python | C | C++
- Experienced: MATLAB
- Familiar: Pytorch | HuggingFace | Numpy | Pandas
- Familiar: Git