MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods
Paper • 2601.21821 • Published • 62
RL
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Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
Paper • 2601.22975 • Published • 110 -
Reinforced Attention Learning
Paper • 2602.04884 • Published • 29 -
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts
Paper • 2510.19363 • Published • 63 -
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
Paper • 2512.12967 • Published • 111 -
Light Forcing: Accelerating Autoregressive Video Diffusion via Sparse Attention
Paper • 2602.04789 • Published • 3 -
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
Paper • 2602.11964 • Published • 13 -
DeepVision-103K: A Visually Diverse, Broad-Coverage, and Verifiable Mathematical Dataset for Multimodal Reasoning
Paper • 2602.16742 • Published • 12 -
Towards Autonomous Mathematics Research
Paper • 2602.10177 • Published • 36 -
CLI-Gym: Scalable CLI Task Generation via Agentic Environment Inversion
Paper • 2602.10999 • Published • 10 -
On Data Engineering for Scaling LLM Terminal Capabilities
Paper • 2602.21193 • Published • 102 -
Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better
Paper • 2602.05393 • Published • 8 -
Efficient Exploration at Scale
Paper • 2603.17378 • Published • 14