To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E Peters author Sebastian Ruder author Noah A Smith author 2019-08 text Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) Isabelle Augenstein editor Spandana Gella editor Sebastian Ruder editor Katharina Kann editor Burcu Can editor Johannes Welbl editor Alexis Conneau editor Xiang Ren editor Marek Rei editor Association for Computational Linguistics Florence, Italy conference publication peters-etal-2019-tune 10.18653/v1/W19-4302 https://aclanthology.org/W19-4302/ 2019-08 7 14