P ERFECT : Prompt-free and Efficient Language Model Fine-Tuning

Hiba Asri, H. Mousannif, H. A. Moatassime, L. Bentivogli, Ido Dagan, H. Dang, Giampiccolo Bernardo, Magnini. 2009, Tom B. Brown, Benjamin Mann, Nick Ryder, Jared D Subbiah, Prafulla Kaplan, A. Dhariwal, P. Neelakantan, Girish Shyam, Amanda Sastry, Sandhini Askell, Ariel Agarwal, Gretchen Herbert-Voss, Tom Krueger, Rewon Henighan, Aditya Child, Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Mark Hesse, Eric Chen, Mateusz Sigler, Scott Litwin, Sam McCandlish, Alec Radford, I. Sutskever, Dario Amodei. 2020, Oren Glickman, Bernardo Magnini, M. Marneffe, Mandy Simons, Judith Tonhauser. 2019, J. Devlin, Ming-Wei Chang, Kenton Lee, Jesse Dodge, Gabriel Ilharco, Roy Schwartz, Hannaneh Farhadi, Hajishirzi Noah, Smith, Danilo Giampiccolo, David Ha, Andrew M. Dai, Quoc V. Le, Hypernet-644, Dan Hendrycks, Kevin Gimpel. 2016, Gaussian, N. Houlsby, A. Giurgiu, Stanislaw K. Jastrzebski, Bruna Morrone, Quentin de Laroussilhe, Andrea Gesmundo, Mona Attariyan, Sylvain Gelly. 2019, Brian Lester, Rami Al-Rfou, Noah Constant. 2021, Quentin Lhoest, Albert Villanova, del Moral, Patrick von Platen, Thomas Wolf, Mario Šaško, Yacine Jernite, Abhishek Thakur, Lewis Tunstall, Suraj Patil, Mariama Drame, Julien Chaumond, J. Plu, Joe Davison, Simon Brandeis, Victor Sanh, Teven Le Scao, K. Xu, N. Patry, Steven Liu, Angelina McMillan-Major, Philippe Schmid, Sylvain Gugger, Nathan Raw, Sylvain Lesage, Anton Lozhkov, Matthew Carrigan, Th'eo Matussiere, Leandro von, Gunjan Chhablani, Bhavitvya Malik, Canwen Xu, Stas Bekman, Pierric Cistac, Thibault Goehringer, Robert L Logan, Ivana Balaževi´c, Eric Wallace, F. Petroni, Sameer Singh, Sebastian Riedel. 2021, Sylvestre-Alvise Rebuffi, Hakan Bilen, Timo Schick, Helmut Schmid, Hinrich Schütze, Taylor Shin, Yasaman Razeghi, Jake Snell, Kevin Swersky, Richard Zemel. 2017, Pro-771, R. Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning, Andrew Y Ng, Derek Tam, Rakesh R Menon, Mohit Bansal, A. Üstün, Arianna Bisazza, Gosse Bouma, Alex Wang, Yada Pruksachatkun, Nikita Nangia, Amanpreet Singh, Julian Michael, Felix Hill, Albert Webson, Ellie Pavlick. 2021, Do