Contrastive learning with mutual information enhancement and negative sample augmentation combined with KAN for text clustering

• Yuanmin Zhang ,

  Roles Funding acquisition, Methodology

  * E-mail: 81426352@qq.com (YZ); xcz_xihua@sina.com (CX)

  Affiliation China Unicom (Sichuan) Industrial Internet Co. Ltd., Chengdu, Sichuan, People’s Republic of China

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• Hao Li,

  Roles Writing – original draft

  Affiliation School of Computer and Software Engineering, Xihua University, Chengdu, Sichuan, People’s Republic of China

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• Chunzhi Xie ,

  Roles Writing – review & editing

  * E-mail: 81426352@qq.com (YZ); xcz_xihua@sina.com (CX)

  Affiliation School of Computer and Software Engineering, Xihua University, Chengdu, Sichuan, People’s Republic of China

  https://orcid.org/0009-0002-2171-1357

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• Yong Huang,

  Roles Validation

  Affiliation China Unicom (Sichuan) Industrial Internet Co. Ltd., Chengdu, Sichuan, People’s Republic of China

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• Zhenyi Wu,

  Roles Investigation

  Affiliation Sichuan Provincial Public Security Department, Science and Technology Information Center, Chengdu, Sichuan, People’s Republic of China

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• Yanjun Li

  Roles Conceptualization

  Affiliation School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan, People’s Republic of China

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