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Jitkapat Sawatphol

จิตคพัฒน์ สวัสดิ์ผล

Email: jitkapat.s_s20@vistec.ac.th | Twitter | Google scholar

Hi. I am Jitkapat. I'm a research student (M.Eng) at School of Information Science and Technology, VISTEC. I have a background in humanities, especially literary studies, and a little in introductory linguistics. I am currently supervised by Assoc. Prof. Sarana Nutanong. I am also formerly a part of NLP@Chula group at Faculty of Arts, Chulalongkorn University. Ideally, I am interested in applying NLP and generalized learning algorithms to interdisciplinary studies despite limited resources.

Research Interests

  • Natural language processing
  • Authorship analysis
  • Representation learning

Publications

Topic-Regularized Authorship Representation Learning

In Proceedings of EMNLP2022 (best short paper award)

A self-distillation framework to handle cross-topic open set authorship attribution.

Paper | GitHub