Papers - Math - GSM8K
updated
Training Verifiers to Solve Math Word Problems
Paper
• 2110.14168
• Published • 6
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language
Models
Paper
• 2309.12284
• Published • 19
LiteSearch: Efficacious Tree Search for LLM
Paper
• 2407.00320
• Published • 40
DoLa: Decoding by Contrasting Layers Improves Factuality in Large
Language Models
Paper
• 2309.03883
• Published • 36
A Thorough Examination of Decoding Methods in the Era of LLMs
Paper
• 2402.06925
• Published • 1
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large
Language Models -- The Story Goes On
Paper
• 2407.08348
• Published • 52
Paper
• 2407.10671
• Published • 169
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in
Large Language Models
Paper
• 2410.05229
• Published • 22
Physics of Language Models: Part 2.1, Grade-School Math and the Hidden
Reasoning Process
Paper
• 2407.20311
• Published • 5