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📐 Topic 40: Semantic Similarity & Paraphrase Detection

Course: NLP Advanced — Section 5: Core NLP Tasks Topic: 40 of 75 | Prev:…

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📐 Topic 40: Semantic Similarity & Paraphrase Detection — Quick Facts

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Prev: [39-Coreference-Resolution.md](39-Coreference-Resolution.md): Next: 41-Question-Answering.md

Topic 1
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🎯 Overview

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Semantic Similarity = do texts ka…

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Paraphrase Detection = kya do…

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Search, duplicate detection, FAQ…

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Methods: BoW cosine → Word Mover's…

Topic 2
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🔄 Semantic Similarity Approaches

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ Semantic Similarity…
Topic 3
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🐍 Complete Python Implementation

🎯 `python ============================================================ Semantic Similarity…
Topic 4
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❓ Quiz — 5 MCQs

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A) Most accurate

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B) Embeddings pre-compute ho sakte…

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C) Simplest

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D) No GPU needed

Topic 5
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Quiz — Question 1

📐 Topic 40: Semantic Similarity & Paraphrase Detection ka sabse sahi definition kya hai?

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