Projects
- [Deep Text Lab]악성댓글 탐지 및 문체 변환 프로젝트(2019.12~)
Paper Reviews
NLP approach in Online Malicious Comments/Hate Speech
- Hate Speech Detection with Comment Embeddings(2015)
- Toxic Comment Detection in Online Discussions(2020)
- Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer(2018)
- Detecting Malicious Content on Facebook(2015)
- 감성분석과 SVM을 이용한 인터넷 악성댓글 탐지 기법
- Detection of Harassment on Web 2.0(2009)
- Abusive Language Detection in Online User Content(2016)
- Detecting Offensive Language in Social Media to Protect Adolescent Online Safety(2012)
- 인공신경망을 적용한 악성 댓글 분류 모델들의 성능 비교(2019)
charCNN
- Yoon Kim - Convolutional neural networks for sentence classification(2014)
- Zhang et al. - Character-level Convolutional Networks for Text Classification(2016)
- 모경현 et al. - 단어와 자소 기반 합성곱 신경망을 이용한 문서 분류(2018)
Text Mining in Marketing
Text Style Transfer
- 오토인코더와 적대 네트워크를 활용한 한국어 문체 변환(2018)
- Attention-based Sequence-to-Sequence 모델을 이용한 한국어 어체 변환(2018)
- Style Transfer from Non-Parallel Text by Cross-Alignment(2017)
- Style Transfer in Text: Exploration and Evaluation(2018)