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🏷️ Topic 58: Text Annotation

Course: NLP Advanced — Section 7: Production NLP Topic: 58 of 75 | Prev: 57-NLP-Data-Pipeline.md |…

Overview

🏷️ Topic 58: Text Annotation — Quick Facts

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Topic 1

🎯 Overview

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Text Annotation = raw text ko…

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Types: classification labels, NER…

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Annotation quality directly model…

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Key challenges: inter-annotator…

Topic 2

🔄 Annotation Pipeline

💡 ` ┌────────────────────────────────────────────────────────────┐ │ Annotation Pipeline │…

Topic 3

🐍 Complete Python Implementation

🎯 `python ============================================================ Text Annotation…

Topic 4

📊 Annotation Metrics Comparison

⭐ | Metric | Annotators | Purpose | Range | |--------|-----------|---------|-------| | Raw…

Topic 5

❓ Quiz — 5 MCQs

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A) Annotators ko marks dene ke liye

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B) Annotation quality check karne…

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C) Speed measure karne ke liye

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D) Cost calculate karne ke liye

Topic 6

🔗 Navigation

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Comparison

📊 Annotation Metrics Comparison

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Raw Agreement: 2+

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Cohen's Kappa: Exactly 2

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Fleiss' Kappa: 3+

Quick Quiz

Quiz — Question 1

🏷️ Topic 58: Text Annotation ka sabse sahi definition kya hai?

Complete! 🎉

🏷️ Topic 58: Text Annotation Complete!

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