To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks

Matthew E. Peters, Sebastian Ruder, Noah A. Smith. To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks. In Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Johannes Welbl, Alexis Conneau, Xiang Ren, Marek Rei, editors, Proceedings of the 4th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2019, Florence, Italy, August 2, 2019. pages 7-14, Association for Computational Linguistics, 2019. [doi]

@inproceedings{PetersRS19,
  title = {To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks},
  author = {Matthew E. Peters and Sebastian Ruder and Noah A. Smith},
  year = {2019},
  url = {https://www.aclweb.org/anthology/W19-4302/},
  researchr = {https://researchr.org/publication/PetersRS19},
  cites = {0},
  citedby = {0},
  pages = {7-14},
  booktitle = {Proceedings of the 4th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2019, Florence, Italy, August 2, 2019},
  editor = {Isabelle Augenstein and Spandana Gella and Sebastian Ruder and Katharina Kann and Burcu Can and Johannes Welbl and Alexis Conneau and Xiang Ren and Marek Rei},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-950737-35-2},
}