@inproceedings{peters-etal-2019-tune, title = "To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks", author = "Peters, Matthew E. and Ruder, Sebastian and Smith, Noah A.", editor = "Augenstein, Isabelle and Gella, Spandana and Ruder, Sebastian and Kann, Katharina and Can, Burcu and Welbl, Johannes and Conneau, Alexis and Ren, Xiang and Rei, Marek", booktitle = "Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)", month = aug, year = "2019", address = "Florence, Italy", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/W19-4302/", doi = "10.18653/v1/W19-4302", pages = "7--14" }