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Http://www.meanotek. Io/files/natgen.pdf

natgen.pdf
Preview of http://www.meanotek. io/files/natgen.pdf
🔗 Source: meanotek.io
📊 Size: 793 KB
👤 Author: Tarasov D. S.
⬇️ Downloads: 180

Summary

The model is trained on a large dataset of consumer reviews in Russian and can generate novel sentences and document summaries. The RNN uses sentence-level semantic information, including sentence polarity, product category, and bag-of-aspect-terms vector, to generate sentences that summarize positive and negative aspects of a product. The model is evaluated on the task of multi-document summarization and shows promising results, generating concise and coherent summaries of user reviews. The approach is compared to existing methods, including convolutional neural networks and tree-based autoencoders, and is shown to be a simple yet effective solution for abstractive text summarization and paraphrase generation.

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Description

The model is trained on a large dataset of consumer reviews in Russian and can generate novel sentences and document summaries.

Technical Information

  • File Format: PDF
  • File Size: 793 KB
  • Pages: 8
  • Language: EN
  • Author: Tarasov D. S.
  • Total Downloads: 180
  • Last Updated: 3 days ago

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