Linear Ensembles Wash Away Watermarks: On the Fragility of Distributional Perturbations in LLMs Paper • 2605.30501 • Published 14 days ago • 29
view article Article Navigating the RLHF Landscape: From Policy Gradients to PPO, GAE, and DPO for LLM Alignment NormalUhr • Feb 11, 2025 • 126
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 151
Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models Paper • 2602.08658 • Published Feb 9 • 13
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published Nov 25, 2025 • 28