Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning
Paper • 2509.03646 • Published • 33
Haozhe Wang PRO
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Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning authored a paper about 22 hours ago
Reverse-Engineered Reasoning for Open-Ended Generation authored a paper about 22 hours ago
VideoScore2: Think before You Score in Generative Video EvaluationOrganizations
authored 13
papers about 22 hours ago
Reverse-Engineered Reasoning for Open-Ended Generation
Paper • 2509.06160 • Published • 151
VideoScore2: Think before You Score in Generative Video Evaluation
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Dr. Bench: A Multidimensional Evaluation for Deep Research Agents, from Answers to Reports
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Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document Parsing
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TR-DQ: Time-Rotation Diffusion Quantization
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From Illusion to Intention: Visual Rationale Learning for Vision-Language Reasoning
Paper • 2511.23031 • Published • 1
CogDoc: Towards Unified thinking in Documents
Paper • 2512.12658 • Published
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
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Understanding by Reconstruction: Reversing the Software Development Process for LLM Pretraining
Paper • 2603.11103 • Published • 9
SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding
Paper • 2603.16124 • Published • 3
LongCat-Next: Lexicalizing Modalities as Discrete Tokens
Paper • 2603.27538 • Published • 143
RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time
Paper • 2604.11626 • Published • 98
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