Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning
Paper • 2606.13106 • Published • 22
Yinhong Liu
yinhongliu
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NLP, NLG
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Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning upvoted a paper 3 months ago
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL upvoted a paper 11 months ago
Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with
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Instruct-SCTG: Guiding Sequential Controlled Text Generation through Instructions
Paper • 2312.12299 • Published
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
Paper • 2403.16950 • Published • 4
MR-BEN: A Comprehensive Meta-Reasoning Benchmark for Large Language Models
Paper • 2406.13975 • Published
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