Efficient Mixture of Experts based on Large Language Models for Low-Resource Data Preprocessing

Author:

Yan Mengyi1ORCID,Wang Yaoshu2ORCID,Pang Kehan1ORCID,Xie Min2ORCID,Li Jianxin1ORCID

Affiliation:

1. Beihang University, Beijing, China

2. Shenzhen Institute of Computing Sciences, Shenzhen, China

Funder

Guangdong Basic and Applied Basic Research Foundation

China NSFC

Longhua Science and Technology Innovation Bureau

Publisher

ACM

Reference138 articles.

1. Review of data preprocessing techniques in data mining;Alasadi Suad A;Journal of Engineering and Applied Sciences,2017

2. Missing value imputation on multidimensional time series

3. Xiao Bi Deli Chen Guanting Chen Shanhuang Chen Damai Dai Chengqi Deng Honghui Ding Kai Dong Qiushi Du Zhe Fu et al. 2024. DeepSeek LLM: Scaling Open-Source Language Models with Longtermism. arXiv preprint arXiv:2401.02954 (2024).

4. Mikhail Bilenko, Beena Kamath, and Raymond J Mooney. 2006. Adaptive Blocking: Learning to Scale Up Record Linkage. In ICDM. 87--96.

5. Alexander Brinkmann, Roee Shraga, and Christian Bizer. 2023. Product Attribute Value Extraction using Large Language Models. arXiv preprint arXiv:2310.12537 (2023).

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