Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage

Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang 0002, Lawrence Carin. Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage. In Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2020, 7-8 August 2020, Virtual Event, Durham, NC, USA. Volume 126 of Proceedings of Machine Learning Research, pages 436-456, PMLR, 2020. [doi]

@inproceedings{SiWWZD0C20,
  title = {Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage},
  author = {Shijing Si and Rui Wang and Jedrek Wosik and Hao Zhang and David Dov and Guoyin Wang 0002 and Lawrence Carin},
  year = {2020},
  url = {http://proceedings.mlr.press/v126/si20a.html},
  researchr = {https://researchr.org/publication/SiWWZD0C20},
  cites = {0},
  citedby = {0},
  pages = {436-456},
  booktitle = {Proceedings of the Machine Learning for Healthcare Conference, MLHC 2020, 7-8 August 2020, Virtual Event, Durham, NC, USA},
  editor = {Finale Doshi-Velez and Jim Fackler and Ken Jung and David C. Kale and Rajesh Ranganath and Byron C. Wallace and Jenna Wiens},
  volume = {126},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}