SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published 10 days ago • 26
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States Paper • 2510.11052 • Published Oct 13 • 51
CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding Paper • 2509.23379 • Published Sep 27 • 14
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance Paper • 2510.03528 • Published Oct 3 • 17
When Thinking Backfires: Mechanistic Insights Into Reasoning-Induced Misalignment Paper • 2509.00544 • Published Aug 30 • 11
IntrEx: A Dataset for Modeling Engagement in Educational Conversations Paper • 2509.06652 • Published Sep 8 • 24
Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation? Paper • 2508.19827 • Published Aug 27 • 33
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers Paper • 2504.00255 • Published Mar 31 • 1
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