Should You Fine-Tune BERT for Automated Essay Scoring?

Elijah Mayfield, Alan W. Black. Should You Fine-Tune BERT for Automated Essay Scoring?. In Jill Burstein, Ekaterina Kochmar, Claudia Leacock, Nitin Madnani, Ildikó Pilán, Helen Yannakoudakis, Torsten Zesch, editors, Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, BEA@ACL 2020, Online, July 10, 2020. pages 151-162, Association for Computational Linguistics, 2020. [doi]

@inproceedings{MayfieldB20,
  title = {Should You Fine-Tune BERT for Automated Essay Scoring?},
  author = {Elijah Mayfield and Alan W. Black},
  year = {2020},
  url = {https://www.aclweb.org/anthology/2020.bea-1.15/},
  researchr = {https://researchr.org/publication/MayfieldB20},
  cites = {0},
  citedby = {0},
  pages = {151-162},
  booktitle = {Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, BEA@ACL 2020, Online, July 10, 2020},
  editor = {Jill Burstein and Ekaterina Kochmar and Claudia Leacock and Nitin Madnani and Ildikó Pilán and Helen Yannakoudakis and Torsten Zesch},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-952148-18-7},
}