Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Paper • 2501.09686 • Published Jan 16 • 40
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation Paper • 2502.13092 • Published Feb 18 • 13
ECM: A Unified Electronic Circuit Model for Explaining the Emergence of In-Context Learning and Chain-of-Thought in Large Language Model Paper • 2502.03325 • Published Feb 5 • 1
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published Jan 8 • 275
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models Paper • 2412.05939 • Published Dec 8, 2024 • 16
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought Paper • 2410.05695 • Published Oct 8, 2024 • 1
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration Paper • 2410.20482 • Published Oct 27, 2024 • 1
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning Paper • 2309.02591 • Published Sep 5, 2023 • 15