SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published Nov 25 • 26
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States Paper • 2510.11052 • Published Oct 13 • 51
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance Paper • 2510.03528 • Published Oct 3 • 17
Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation? Paper • 2508.19827 • Published Aug 27 • 33
Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation Paper • 2508.05909 • Published Aug 8 • 21
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10 • 98
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Paper • 2505.11896 • Published May 17 • 58