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Research paper

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

Research paper by Shangqing Tu and collaborators. Published 2025-02-20. Topics: Large Vision-Language Models, LongWriter-V-22k, Direct Preference Optimization, IterDPO, MMLongBench-Write.

Shangqing Tu, Yucheng Wang, Daniel Zhang-Li, Yushi Bai, Jifan Yu, Yuhao Wu, Lei Hou, Huiqin Liu, Zhiyuan Liu, Bin Xu, Juanzi Li

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Research paper

LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

Research paper by Yuhao Wu and collaborators. Published 2025-06-23. Topics: reinforcement learning, reward models, long-form text generation, ultra-long generation, large language models.

Yuhao Wu, Yushi Bai, Zhiqiang Hu, Roy Ka-Wei Lee, Juanzi Li

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Research paper

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Research paper by Yushi Bai and collaborators. Published 2024-08-13. Topics: LLMs, long context, tokens, AgentWrite, subtasks.

Yushi Bai, Jiajie Zhang, Xin Lv, Linzhi Zheng, Siqi Zhu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li

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Resources

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

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