SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution Paper • 2607.26784 • Published 9 days ago • 28
The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published Jun 28 • 170
Morpheus: A Morphology-Aware Neural Tokenizer and Word Embedder for Turkish Paper • 2606.18717 • Published Jun 17 • 6
Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models Paper • 2606.11324 • Published Jun 9 • 172
Representation Forcing for Bottleneck-Free Unified Multimodal Models Paper • 2605.31604 • Published May 29 • 63
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs Paper • 2605.30611 • Published May 28 • 253
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Paper • 2605.16928 • Published May 16 • 99
WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation Paper • 2605.25874 • Published May 25 • 106
AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration Paper • 2605.20025 • Published May 19 • 191
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment Paper • 2605.19577 • Published May 19 • 59
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence Paper • 2605.12882 • Published May 13 • 274
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Paper • 2605.01371 • Published May 2 • 6
Back to Repair: A Minimal Denoising Network\ for Time Series Anomaly Detection Paper • 2604.17388 • Published Apr 19 • 3
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 510
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 330
Toward Physically Consistent Driving Video World Models under Challenging Trajectories Paper • 2603.24506 • Published Mar 25 • 6
OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning Paper • 2603.24458 • Published Mar 25 • 10