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I05-1084.pdf
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🔗 Source: preview.aclanthology.org
📊 Size: 313 KB
👤 Author: Özlem Uzuner and Boris Katz
⬇️ Downloads: 415

Summary

Researchers compared language models for book and author recognition, finding that distributions of syntactic structures accurately identify individual books 76% of the time, outperforming baseline features like tf-idf-weighted keywords, which achieve at most 66% accuracy. However, for authorship attribution, function words are more effective, as syntactic structures vary among an author's works, while function words are more consistent.

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Description

Researchers compared language models for book and author recognition, finding that distributions of syntactic structures accurately identify individual books...

Technical Information

  • File Format: PDF
  • File Size: 313 KB
  • Pages: 12
  • Language: EN
  • Author: Özlem Uzuner and Boris Katz
  • Total Downloads: 415
  • Last Updated: 3 weeks ago

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