SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models Paper • 2510.08531 • Published Oct 9 • 12
GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts Paper • 2509.25160 • Published Sep 29 • 30
EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering Paper • 2509.25175 • Published Sep 29 • 29
Cooper: Co-Optimizing Policy and Reward Models in Reinforcement Learning for Large Language Models Paper • 2508.05613 • Published Aug 7 • 17
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches Paper • 2508.08088 • Published Aug 11 • 29
Test-Time Reinforcement Learning for GUI Grounding via Region Consistency Paper • 2508.05615 • Published Aug 7 • 22
LAPO: Internalizing Reasoning Efficiency via Length-Adaptive Policy Optimization Paper • 2507.15758 • Published Jul 21 • 35
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation Paper • 2506.03139 • Published Jun 3 • 17
TimeHC-RL: Temporal-aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence Paper • 2505.24500 • Published May 30 • 12
ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models Paper • 2505.21500 • Published May 27 • 13
Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth Answers Paper • 2505.19439 • Published May 26 • 30
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models Paper • 2505.15801 • Published May 21 • 17
Let LLMs Break Free from Overthinking via Self-Braking Tuning Paper • 2505.14604 • Published May 20 • 23
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning Paper • 2505.14684 • Published May 20 • 24