Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models
Paper
•
2602.12036
•
Published
•
93
UGMathBench
non-profit
AI & ML interests
None defined yet.
Recent Activity
View all activity
xx18
authored
a
paper
9 days ago
xx18
submitted
a
paper
to Daily Papers
9 days ago
xx18
authored
a
paper
about 2 months ago
xx18
authored
4
papers
4 months ago
S$^3$c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners
Paper
•
2409.01524
•
Published
•
1
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
Paper
•
2505.15801
•
Published
•
17
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
Paper
•
2502.11684
•
Published
•
2
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification
Paper
•
2506.04592
•
Published
xx18
authored
11
papers
5 months ago
SALT4Decompile: Inferring Source-level Abstract Logic Tree for LLM-Based Binary Decompilation
Paper
•
2509.14646
•
Published
Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners
Paper
•
2509.26226
•
Published
•
34
On Predictability of Reinforcement Learning Dynamics for Large Language Models
Paper
•
2510.00553
•
Published
•
9
Can We Verify Step by Step for Incorrect Answer Detection?
Paper
•
2402.10528
•
Published
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
Paper
•
2502.00334
•
Published
UGMathBench: A Diverse and Dynamic Benchmark for Undergraduate-Level Mathematical Reasoning with Large Language Models
Paper
•
2501.13766
•
Published
Advancing Multimodal Reasoning Capabilities of Multimodal Large Language Models via Visual Perception Reward
Paper
•
2506.07218
•
Published
GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling
Paper
•
2506.22049
•
Published
•
2
Double-Checker: Enhancing Reasoning of Slow-Thinking LLMs via Self-Critical Fine-Tuning
Paper
•
2506.21285
•
Published
Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving
Paper
•
2502.12022
•
Published
Can LLMs Solve longer Math Word Problems Better?
Paper
•
2405.14804
•
Published
Update link to paper, add Github repo
#2 opened 12 months ago
by
nielsr
xx18
published
a
dataset
about 1 year ago