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🌿 Topic 04: Stemming & Lemmatization

Course: NLP Advanced — Section 1: NLP Foundations Topic: 4 of 75 | Prev: 03-Tokenization.md | Next:…

Overview

🌿 Topic 04: Stemming & Lemmatization — Quick Facts

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Prev: [03-Tokenization.md](03-Tokenization.md): Next: 05-POS-Tagging-Parsing.md

Topic 1

🎯 Overview

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Stemming = word ka rough root form…

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Lemmatization = word ka…

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Purpose: Different forms of same…

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"running", "runs", "ran" → sab ka…

Topic 2

🔄 Stemming vs Lemmatization

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ Stemming vs…

Topic 3

🐍 Complete Python Implementation

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WordNet dictionary (150K+ words)

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POS tags (is word noun/verb/adj?)

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Morphological rules

Topic 4

📊 Quick Comparison Table

⭐ | Feature | Stemming | Lemmatization | |---------|----------|--------------| | Speed | ⚡…

Topic 5

❓ Quiz — 5 MCQs

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A) Koi difference nahi

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B) Stemming rules se suffix chop…

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C) Lemmatization faster hota hai

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D) Stemming zyada accurate hai

Topic 6

🔗 Navigation

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Comparison

📊 Quick Comparison Table

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Speed: ⚡ Very Fast

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Accuracy: Medium

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Dictionary?: No

Quick Quiz

Quiz — Question 1

🌿 Topic 04: Stemming & Lemmatization ka sabse sahi definition kya hai?

Complete! 🎉

🌿 Topic 04: Stemming & Lemmatization Complete!

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