ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline Paper • 2404.02893 • Published Apr 3 • 20
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models Paper • 2309.12284 • Published Sep 21, 2023 • 18
Premise Order Matters in Reasoning with Large Language Models Paper • 2402.08939 • Published Feb 14 • 27
Improve Mathematical Reasoning in Language Models by Automated Process Supervision Paper • 2406.06592 • Published Jun 5 • 25
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? Paper • 2407.01284 • Published Jul 1 • 75
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving Paper • 2309.17452 • Published Sep 29, 2023 • 3
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On Paper • 2407.08348 • Published Jul 11 • 50
DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models Paper • 2411.00836 • Published 24 days ago • 15
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models Paper • 2410.05229 • Published Oct 7 • 18
Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process Paper • 2407.20311 • Published Jul 29 • 4