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✍️ Topic 44: Text Generation & Controlled Generation

Course: NLP Advanced — Section 5: Core NLP Tasks Topic: 44 of 75 | Prev: 43-Text-Summarization.md |…

Overview
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✍️ Topic 44: Text Generation & Controlled Generation — Quick Facts

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Prev: [43-Text-Summarization.md](43-Text-Summarization.md): Next: 45-Topic-Modeling.md

Topic 1
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🎯 Overview

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Text Generation = model se…

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Controlled Generation = generation…

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Decoding strategies: Greedy, Beam…

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Autoregressive: ek token at a time…

Topic 2
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🔄 Text Generation Pipeline

💡 ` ┌──────────────────────────────────────────────────────────────┐ │ Text Generation…
Topic 3
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📊 Decoding Strategies Comparison

🎯 ` ┌─────────────┬────────────┬──────────┬──────────────────────┐ │ Strategy │ Diversity │…
Topic 4
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🐍 Complete Python Implementation

⭐ `python ============================================================ Text Generation —…
Topic 5
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❓ Quiz — 5 MCQs

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A) Fixed number of tokens sample

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B) Smallest token set jiska…

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C) Random tokens

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D) Always pick first token

Topic 6
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🔗 Navigation

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✍️ Topic 44: Text Generation & Controlled Generation ka sabse sahi definition kya hai?

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