MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models Paper • 2309.12284 • Published Sep 21, 2023 • 18
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Paper • 2309.03883 • Published Sep 7, 2023 • 34
A Thorough Examination of Decoding Methods in the Era of LLMs Paper • 2402.06925 • Published Feb 10 • 1
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On Paper • 2407.08348 • Published Jul 11 • 50
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models Paper • 2410.05229 • Published Oct 7 • 21
Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process Paper • 2407.20311 • Published Jul 29 • 4