Publications

2022

• DataGen: A Data-Centric Modeling Framework for NL-to-Code Tasks

  Konstantin Golobokov, Zeqi Lin, Harry Zhang, Yu Hu, Yousef Al-Kofahi, Jonathan Malsan, Haiyuan Cao, Daniel Fatade

  Microsoft Journal of Applied Research 2022

• DeepGen: Diverse Search Ad Generation and Real-Time Customization

  Konstantin Golobokov, Junyi Chai, Victor Ye Dong, Mandy Gu, Bingyu Chi, Yulan Yan, Yi Liu

  EMNLP 2022

  [paper]

• FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training

  Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu

  ArXiv 2022

  [paper]

2019

• PerMM: A Web Tool and Database for Analysis of Passive Membrane Permeability and Translocation Pathways of Bioactive Molecules

  Andrei L Lomize, Jacob M Hage, Kevin Schnitzer, Konstantin Golobokov, Mitchell B LaFaive, Alexander C Forsyth, Irina D Pogozheva

  Journal of Chemical Information and Modeling 2019

  [paper] [website]