DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens

Shaoshen Chen, Yangning Li, Zishan Xu, Yongqin Zeng, Shunlong Wu, Xinshuo Hu, Zifei Shan, Xin Su, Jiwei Tang, Yinghui Li, Hai-Tao Zheng 0002. DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens. In Wanxiang Che, Joyce Nabende, Ekaterina Shutova, Mohammad Taher Pilehvar, editors, Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025. pages 20544-20552, Association for Computational Linguistics, 2025. [doi]

Authors

Shaoshen Chen

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Yangning Li

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Zishan Xu

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Yongqin Zeng

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Shunlong Wu

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Xinshuo Hu

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Zifei Shan

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Xin Su

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Jiwei Tang

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Yinghui Li

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Hai-Tao Zheng 0002

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