DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 9 days ago • 14
Bridging Exploration and Persona: Information-Directed Dueling for Test-Time Agent Personalization Paper • 2610.24385 • Published 18 days ago • 4
Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation Paper • 2610.20571 • Published 21 days ago • 62
When Do Biological Reasoning Models Use Their Biological Inputs? Paper • 2610.00898 • Published Oct 1 • 7
In-Distribution Forcing for Long Video Generation at Test Time Paper • 2610.03120 • Published Oct 2 • 40
Source Preference in the Wild: How LLM Agents Favor Items by Source, and How to Reduce It Paper • 2610.03195 • Published Oct 2 • 19
Removing the NEEDLE in the Haystack: Backdoor Removal in LLMs via Weight Orthogonalisation Paper • 2610.00348 • Published Sep 29 • 10
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression Paper • 2609.19969 • Published Sep 17 • 203
SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization Paper • 2609.14320 • Published Sep 13 • 7
Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking Paper • 2609.10745 • Published Sep 9 • 4