JinYeong Bak


박진영/JinYeong Bak/朴秦永

Assistant Professor
College of Computing
Sungkyunkwan University
South Korea

jy.bak@skku.edu
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About

Hello, I am an assistant professor at the college of computing at SungKyunKwan University (SKKU). I got my Ph.D. in 2020 from KAIST and joined SKKU in the same year.
My research interests are in machine learning and natural language processing. In particular, I work in probabilistic Bayesian topic models and artificial neural networks to discover latent patterns such as user preferences and intentions in unannotated data such as conversational corpora.

I am looking for motivated students. Feel free to contact me if you are interested in.
2020 Fall Office Hour: TUE/THU 1 ~ 3 PM, SKKU natural sciences campus 27306

Education

Selected Publications

  1. Speaker Sensitive Response Evaluation Model
    JinYeong Bak and Alice Oh.
    [ACL] 2020
    [PDF] [Code] [Lay Summary]
  2. Variational Hierarchical User-based Conversation Model
    JinYeong Bak and Alice Oh.
    [EMNLP] 2019
    [PDF] [Code]
  3. Conversational decision-making model for predicting the kings decision in the annals of the Joseon dynasty
    JinYeong Bak and Alice Oh.
    [EMNLP] 2018
    [PDF] [Code and Data]
  4. Rotated word vector representations and their interpretability
    Sungjoon Park, JinYeong Bak, and Alice Oh.
    [EMNLP] 2017
    [PDF] [Code]

Employment

References

Schedule