NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Paper • 2505.16938 • Published May 22, 2025 • 120
Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space Paper • 2505.15778 • Published May 21, 2025 • 18
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 159
Geospatial Mechanistic Interpretability of Large Language Models Paper • 2505.03368 • Published May 6, 2025 • 11
Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation Paper • 2504.17207 • Published Apr 24, 2025 • 30
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't Paper • 2503.16219 • Published Mar 20, 2025 • 52
Improved Visual-Spatial Reasoning via R1-Zero-Like Training Paper • 2504.00883 • Published Apr 1, 2025 • 67