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Information Extraction.pdf

Sources of Success for Information Extraction Methods.pdf
Preview of Information Extraction
🔗 Source: josephsmarr.com
📊 Size: 130 KB
📄 Pages: 38 pages
⬇️ Downloads: 490

Summary

The authors examine Boosted Wrapper Induction (BWI) and its performance on various information extraction tasks, including natural text document collections. They analyze how BWI's algorithmic components, particularly boosting, contribute to its performance and propose the SWI-Ratio as a measure of task regularity. The results show that boosting improves performance by reweighting examples and continuing to learn rules after all positive examples have been covered. The authors also discuss limitations of current rule-based IE methods and suggest incorporating grammatical and semantic information to improve performance.

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Description

The authors examine Boosted Wrapper Induction (BWI) and its performance on various information extraction tasks, including natural text document collections.

Technical Information

  • File Format: PDF
  • File Size: 130 KB
  • Pages: 38
  • Language: EN
  • Total Downloads: 490
  • Last Updated: 2 weeks ago

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This PDF document about Information Extraction provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Information Extraction.

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