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Image Credit: Arxiv

An Enhanced Text Compression Approach Using Transformer-based Language Models

  • Text compression is important for shrinking textual data and conserving storage, bandwidth, and computational efficiency.
  • A new method called RejuvenateForme using transformer-based approach is proposed for text decompression.
  • The method incorporates a meticulous pre-processing technique and a lossless compression algorithm.
  • RejuvenateForme achieves state-of-the-art compression ratios and shows comprehensive efficacy in terms of BLEU scores.

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