Brief Bio

soonjae_kwon

Sunjae Kwon received his BS degree from Sogang University in 2015 (magna cum laude). After his BS, he received his MS degree in Natural Language Processing under the guidance of Prof. Jungyun Seo from Sogang University in 2017. For now, he is researcher of UNIST SAIL as a military service agent.

 

Research Interests

 His current areas of interest are Natural Language Processing, Information Retrieval and Machine Learning.

Awards

  • 4th BioASQ Challenge Task4B Phase A snippet batch 1,2 2nd (Information Retrieval based Question-Answering)
  • 2016 Korean Language Process System Contest 2nd. (Named-Entity Recognition)
  • Best presentation paper of Korea Computer Congress 2016 (KCC 2016).
  • 42st Winter Conference on Korean Institute of Information Scientists and Engineers Student/Junior Section Best Paper Award.
  • 2015 Korean Language Process System Contest 1st. (Community based Question-Answering) (A Korean Minister of Culture, Sports and Tourism Award.)
  • 41st Winter Conference on Korean Institute of Information Scientists and Engineers Student/Junior Section Best Paper Award.

Publications

  • Sunjae Kwon, Youngjoong Ko and Jungyun Seo, “A Robust Named-Entity Recognition System Using Syllable Bigram Embedding with Eojeol Prefix Information”, In proceedings of the 26th ACM International Conference on Information and Knowledge Management (CIKM 2017), 2017.
  • Sunjae Kwon, Juae Kim, Sangwoo Kang and Jungyun Seo, “An Attention Method-based Deep Learning Encoder for the Sentiment Classification of Documents.”, KIISE Transactions on Computing Practices, 2017. (in Korean)
  • Hoijeong Choi, Sunjae Kwon and Jungyun Seo, “Korean Named Entity Recognition using Clustered According to Part of Speech.”, In proceedings of Human Computer Interactions Korea 2017 (HCIK 2017), 2017. (in Korean)
  • Sunjae Kwon, Juae Kim, Sangwoo Kang and Jungyun Seo, “A Korean Community-based Question Answering System Using Multiple Machine Learning Methods.”, Journal of KIISE, 2016. (in Korean)
  • Sunjae Kwon, Yoonseok Heo, Kyunchul Lee, Jisu Lim, Hojeong Choi and Jungyun Seo, “A Korean Named Entity Recognizer using Weighted Voting based Ensemble Technique.”, In proceedings of the 28th Annual Conference on Human and Cognitive Language Technology (HCLT 2016), 2016. (in Korean)
  • Hyeon-gu Lee, Minkyoung Kim, Harksoo Kim, Juae Kim, Sunjae Kwon, Jungyun Seo, Jungkyu Choi and Yi-reun Kim, “KSAnswer: Question-answering System of Kangwon National University and Sogang University in the 2016 BioASQ Challenge.”, In proceedings of the BIOASQ Workshop in ACL 2016 (BioNLP 2016), 2016.
  • Sunjae Kwon, Juae Kim, Sangwoo Kang and Jungyeon Seo, “The Sentiment Classification of documents using LSTM Attention Encoder.”, In proceedings of Korea Computer Congress 2016 (KCC 2016), 2016. (in Korean)
  • Juae Kim, Sunjae Kwon, Sangwoo Kang and Jungyeon Seo, “The Question Analysis Method for Information Retrieval Based Question-answering Systems in Biomedical Domain”, In proceedings of Korea Computer Congress 2016 (KCC 2016), 2016. (in Korean)
  • Haebin Shin, Woongchan An. Yujin Jeong, Sunjae Kwon, Juae Kim and Jungyeon Seo, “A cQA System of Korean Information Method Based on a Machine Learning Using CRF and SVM.”, In proceedings of 42nd Winter Conference on Korean Institute of Information Scientists and Engineers (KIISE 2015), 2015. (in Korean)
  • Sunjae Kwon, Dong-Hyun Yoo, Dong-Suk Oh and Jungyun Seo, “A CQA System on Korean Language and Grammar using LSP Classification.”, In proceedings of 41st Winter Conference on Korean Institute of Information Scientists and Engineers (KIISE 2014), 2014. (in Korean)

Curriculum Vitae

Download CV: SunjaeKwon_CV