2023/9 - now: Software Engineer and Researcher (Natural Language Processing) at LY Corporation/SB Intuitions.
2021/4 - 2023/9: Software Engineer (Natural Language Processing) at LINE Corporation (LY Corporation).
Publications
学術論文誌 - Journal
Koga Kobayashi, Kei Wakabayashi. Partial Annotation Scheme for Active Learning on Named Entity Recognition Tasks. Journal of Data Intelligence, Vol.1, No.3, pp.319-332, 2020/9.
国際会議・ワークショップ（査読あり） - International conferences/Workshops (Refereed)
Fumimaro Odakura, Koga Kobayashi, Kei Wakabayashi. Active learning for extracting technical terms covering multiword phrases. Proceedings of the 23rd International Conference on Information Integration and Web-based Applications & Services, pp.311-318, 2021/11.
Ryosuke Saito, Koga Kobayashi, Kei Wakabayashi. Efficient training method for phrase extraction models using natural language explanations. Proceedings of the 23rd International Conference on Information Integration and Web-based Applications & Services, pp.288-295, 2021/11.
Koga Kobayashi, Kei Wakabayashi. Mitigating Effect of Dictionary Matching Errors in Distantly Supervised Named Entity Recognition. Proceedings of the 22nd International Conference on Information Integration and Web-based Applications & Services, pp.111-114, 2020/11.
Koga Kobayashi, Hironobu Satoh. Predict Trainee's Comprehension from Computer Operations with Deep Learning, Advances in Human Factors in Training, Education, and Learning Sciences, pp.31-35, 2020/7
Koga Kobayashi, Kei Wakabayashi. Named entity recognition using point prediction and active learning. Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, pp.287-295, 2019/12.
Koga Kobayashi, Yuri Nozaki, Takayasu Fushimi, Tetsuji Satoh. Category Reformation using Purchase Logs, Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services, 4 pages, 2017/12.
