LLM Math
updated
The Lessons of Developing Process Reward Models in Mathematical
Reasoning
Paper
•
2501.07301
•
Published
•
99
Gold-medalist Performance in Solving Olympiad Geometry with
AlphaGeometry2
Paper
•
2502.03544
•
Published
•
44
FoNE: Precise Single-Token Number Embeddings via Fourier Features
Paper
•
2502.09741
•
Published
•
15
SoS1: O1 and R1-Like Reasoning LLMs are Sum-of-Square Solvers
Paper
•
2502.20545
•
Published
•
22
MegaMath: Pushing the Limits of Open Math Corpora
Paper
•
2504.02807
•
Published
•
35
Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language
Models in Math
Paper
•
2504.21233
•
Published
•
49
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal
Problem-Solving
Paper
•
2505.04528
•
Published
•
12
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language
Models
Paper
•
2505.02735
•
Published
•
33
LLMs Will Always Hallucinate, and We Need to Live With This
Paper
•
2409.05746
•
Published
•
6
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic
Theorem Proving
Paper
•
2506.17104
•
Published
•
1
Goedel-Prover: A Frontier Model for Open-Source Automated Theorem
Proving
Paper
•
2502.07640
•
Published
•
9
Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
Paper
•
2505.22954
•
Published
•
14
Does Math Reasoning Improve General LLM Capabilities? Understanding
Transferability of LLM Reasoning
Paper
•
2507.00432
•
Published
•
79
A Survey of Scientific Large Language Models: From Data Foundations to
Agent Frontiers
Paper
•
2508.21148
•
Published
•
140