TTCS: Test-Time Curriculum Synthesis for Self-Evolving Paper • 2601.22628 • Published 10 days ago • 33
Training Data Efficiency in Multimodal Process Reward Models Paper • 2602.04145 • Published 5 days ago • 74
Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing Paper • 2602.03845 • Published 6 days ago • 24
VisPlay: Self-Evolving Vision-Language Models from Images Paper • 2511.15661 • Published Nov 19, 2025 • 43
Self-Rewarding Vision-Language Model via Reasoning Decomposition Paper • 2508.19652 • Published Aug 27, 2025 • 84
POSS: Position Specialist Generates Better Draft for Speculative Decoding Paper • 2506.03566 • Published Jun 4, 2025 • 6
CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation Paper • 2504.00043 • Published Mar 30, 2025 • 10
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Paper • 2501.09686 • Published Jan 16, 2025 • 41
Taming Overconfidence in LLMs: Reward Calibration in RLHF Paper • 2410.09724 • Published Oct 13, 2024 • 3