MUR: Momentum Uncertainty guided Reasoning for Large Language Models Paper • 2507.14958 • Published Jul 20, 2025 • 46
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26, 2025 • 104
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning Paper • 2504.08672 • Published Apr 11, 2025 • 55
MAPS: A Multi-Agent Framework Based on Big Seven Personality and Socratic Guidance for Multimodal Scientific Problem Solving Paper • 2503.16905 • Published Mar 21, 2025 • 54
MARS: A Multi-Agent Framework Incorporating Socratic Guidance for Automated Prompt Optimization Paper • 2503.16874 • Published Mar 21, 2025 • 44
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Paper • 2503.11227 • Published Mar 14, 2025 • 25
φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation Paper • 2503.13288 • Published Mar 17, 2025 • 51