The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published 5 days ago • 126
Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding Paper • 2603.13366 • Published 28 days ago • 94
Reasoning Models Struggle to Control their Chains of Thought Paper • 2603.05706 • Published Mar 5 • 37
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers Paper • 2508.21148 • Published Aug 28, 2025 • 142
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models Paper • 2505.21523 • Published May 23, 2025 • 13