OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
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2511.16334
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Published
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92
reasoning_model
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Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
Paper • 2509.07980 • Published • 101 -
ParaThinker: Native Parallel Thinking as a New Paradigm to Scale LLM Test-time Compute
Paper • 2509.04475 • Published • 3 -
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Paper • 2512.01374 • Published • 95 -
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning
Paper • 2511.22570 • Published • 85 -
ThreadWeaver: Adaptive Threading for Efficient Parallel Reasoning in Language Models
Paper • 2512.07843 • Published • 21 -
Apriel-1.5-15b-Thinker
Paper • 2510.01141 • Published • 119 -
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
Paper • 2504.11468 • Published • 30 -
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Paper • 2501.09686 • Published • 41 -
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
Paper • 2410.09671 • Published • 1 -
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI
Paper • 2512.16676 • Published • 201 -
Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience
Paper • 2512.17260 • Published • 48 -
Latent Implicit Visual Reasoning
Paper • 2512.21218 • Published • 64 -
Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning
Paper • 2512.20605 • Published • 60 -
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
Paper • 2512.19995 • Published • 14 -
P1: Mastering Physics Olympiads with Reinforcement Learning
Paper • 2511.13612 • Published • 134 -
The Path Not Taken: RLVR Provably Learns Off the Principals
Paper • 2511.08567 • Published • 33 -
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B
Paper • 2511.06221 • Published • 132 -
SafeGRPO: Self-Rewarded Multimodal Safety Alignment via Rule-Governed Policy Optimization
Paper • 2511.12982 • Published • 3 -
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?
Paper • 2509.07894 • Published • 31 -
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space
Paper • 2512.24617 • Published • 49