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nn_plus_gzip

Minimalist reimplementation of the Gzip and nearest neighbors method for text classification based on the paper:

  • “Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors (https://aclanthology.org/2023.findings-acl.426/) by Zhiying Jiang, Matthew Yang, Mikhail Tsirlin, Raphael Tang, Yiqin Dai, and Jimmy Lin

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Gzip and nearest neighbors for text classification

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  • Jupyter Notebook 94.2%
  • Python 5.8%