UNREAL: Unifying Retrieval and Long-Context with a Single Model Paper • 2610.08463 • Published 6 days ago • 30
LexReward: A Taxonomy-Driven Reward Framework for Legal Language Models Paper • 2609.39071 • Published 12 days ago • 66
Benchmarking and Enhancing Skill-Level Memory for Partially Observable Robotic Manipulation Paper • 2609.38886 • Published 12 days ago • 31
Smaller Models, Better Rejects: Preference Distillation Scaling Paper • 2609.38987 • Published 12 days ago • 31
VoxMem: Benchmarking Multimodal Memory in Large Audio Language Models Paper • 2609.32607 • Published 16 days ago • 134
RoboFoundry: System-as-Policy Evolution for Self-Learning Embodied Agents Paper • 2609.32862 • Published 16 days ago • 27
Beyond Teacher Assignment: Domain-Normalized Multi-Teacher On-Policy Distillation Paper • 2609.35347 • Published 14 days ago • 180
Disaggregated Quantization: Specializing LLM Prefill and Decode Paper • 2609.26333 • Published 20 days ago • 93
Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms Paper • 2609.27321 • Published 19 days ago • 22
GAE: Learning a Geometry-Native Latent Space for 3D-Consistent World Generation Paper • 2609.24981 • Published 21 days ago • 76
CodeMidas: Scaling Agentic Coding RL Environments from Code Itself Paper • 2609.22068 • Published 24 days ago • 138
Training-Adaptive Convolutional Sparse Coding via Information Bottleneck for Robust Visual Representation Paper • 2609.19122 • Published 25 days ago • 5
SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization Paper • 2609.14320 • Published 29 days ago • 34
HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses Paper • 2609.15938 • Published 28 days ago • 31