Deep Learning

Deep learning is a class of machine learning algorithms. The algorithms use a cascade of many layers of nonlinear processing units for feature extraction and transformation. Each successive layer uses the output from the previous layer as input. The algorithms may be supervised or unsupervised and applications include pattern analysis (unsupervised) and classification (supervised). We develop deep learning algorithms for various application such as sentiment analysis, text classification and social network mining.

World Wide Web Conference, 2019 (Web, 정보시스템 분야 최상위 국제학술대회)

Annual Conference of the North American Chapter of the Association for Computational Linguistics, 2019 (NLP 분야 최상위 국제학술대회)

International Conference on Computational Linguistics, 2018 (NLP 분야 우수 국제학술대회)

Deep Learning