Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.

Avi Singh John D. Co-Reyes Rishabh Agarwal Ankesh Anand Piyush Patil Xavier Garcia Peter J. Liu James Harrison Jaehoon Lee 0001 Kelvin Xu Aaron T. Parisi Abhishek Kumar Alexander A. Alemi Alex Rizkowsky Azade Nova Ben Adlam Bernd Bohnet Gamaleldin Fathy Elsayed Hanie Sedghi Igor Mordatch Isabelle Simpson Izzeddin Gur Jasper Snoek Jeffrey Pennington Jiri Hron Kathleen Kenealy Kevin Swersky Kshiteej Mahajan Laura Culp Lechao Xiao Maxwell L. Bileschi Noah Constant Roman Novak Rosanne Liu Tris Warkentin Yundi Qian Yamini Bansal Ethan Dyer Behnam Neyshabur Jascha Sohl-Dickstein Noah Fiedel Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models. 2024 2024 Trans. Mach. Learn. Res. https://openreview.net/forum?id=lNAyUngGFK db/journals/tmlr/tmlr2024.html#SinghCAAPGLH0XP24