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Text Filtering Effects.pdf

2109.00698.pdf
Preview of Text Filtering Effects
🔗 Source: arxiv.org
📊 Size: 570 KB
📄 Pages: 7 pages
⬇️ Downloads: 68

Summary

Aggressive filtering of low-quality text data can decrease model quality on downstream tasks, contrary to conventional wisdom, due to optimizing too strongly for a proxy metric, which can harm performance on the true objective, suggesting a need for more robust filtering objectives.

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Description

Aggressive filtering of low-quality text data can decrease model quality on downstream tasks, contrary to conventional wisdom, due to optimizing too strongly...

Technical Information

  • File Format: PDF
  • File Size: 570 KB
  • Pages: 7
  • Language: EN
  • Total Downloads: 68
  • Last Updated: 3 hours ago

Document Overview

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

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Text guideText tutorialFiltering guideFiltering tutorialEffects guideEffects tutorial

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