ChildVox: A Speech, Audio, and Large Audio-Language Model Benchmark in Understanding and Characterizing Sound across Childhood Paper • 2605.29257 • Published 2 days ago • 4
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models Paper • 2605.30219 • Published 2 days ago • 14
Xetrieval: Mechanistically Explaining Dense Retrieval Paper • 2605.29507 • Published 2 days ago • 15
Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning Paper • 2605.28424 • Published 3 days ago • 17
LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training Paper • 2605.29888 • Published 2 days ago • 18
Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments Paper • 2605.30280 • Published 2 days ago • 82
Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention Paper • 2605.29548 • Published 2 days ago • 3
UniSteer: Text-Guided Flow Matching in Activation Space for Versatile LLM Steering Paper • 2605.30076 • Published 2 days ago • 19
How LoRA Remembers? A Parametric Memory Law for LLM Finetuning Paper • 2605.30260 • Published 2 days ago • 21
EarlyTom: Early Token Compression Completes Fast Video Understanding Paper • 2605.30010 • Published 2 days ago • 23
The Fragility of Chain-of-Thought Monitoring Across Typologically Diverse Languages Paper • 2605.27901 • Published 3 days ago • 8
CubePart: An Open-Vocabulary Part-Controllable 3D Generator Paper • 2605.28763 • Published 3 days ago • 11
Lost in Sampling: Assessing Lexical Reachability in LLMs via the Word Coverage Score (WCS) Paper • 2605.27268 • Published 4 days ago • 10
Less is More: Early Stopping Rollout for On-Policy Distillation Paper • 2605.27028 • Published 4 days ago • 10
Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders Paper • 2605.27354 • Published 4 days ago • 12
Fast-dDrive: Efficient Block-Diffusion VLM for Autonomous Driving Paper • 2605.23163 • Published 5 days ago • 16
Rethinking Memory as Continuously Evolving Connectivity Paper • 2605.28773 • Published 3 days ago • 25
GEM: Generative Supervision Helps Embodied Intelligence Paper • 2605.28548 • Published 3 days ago • 37