most citedDAPO: An Open-Source LLM Reinforcement Learning System at Scale

14 citations · 17 across the 11 of their papers we have counts for

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cs.CL2025

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier

Yuhua Jiang, Yuwen Xiong, Yufeng Yuan +5

Large Language Models (LLMs) have demonstrated impressive capabilities in complex reasoning tasks, yet they still struggle to reliably verify the correctness of their own outputs.…

cs.CL2025★ 1 cited

Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning

ByteDance Seed, :, Jiaze Chen +267

We introduce Seed1.5-Thinking, capable of reasoning through thinking before responding, resulting in improved performance on a wide range of benchmarks. Seed1.5-Thinking achieves 8…