SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines Paper • 2509.21320 • Published Sep 25 • 98
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks Paper • 2509.01396 • Published Sep 1 • 56
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers Paper • 2508.21148 • Published Aug 28 • 139
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Paper • 2505.16938 • Published May 22 • 120