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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,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 A Culp,Lechao Xiao,Maxwell Bileschi,Noah Constant,Roman Novak,Rosanne Liu,Tris Warkentin,Yamini Bansal,Ethan Dyer,Behnam Neyshabur,Jascha Sohl-Dickstein,Noah Fiedel

TMLR 2024（2024）

Cited 47|Views106
Key words
Language Modeling,Robust Learning,Topic Modeling,Meta-Learning,Sequence-to-Sequence Learning
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