Skill Topic · Cinematic

🏷️ Named Entity Recognition — Text Me Entities Dhundho

Deep Learning Series #58 — "Elon Musk ne Tesla ko $44B me kharida" — NER se Person, Org, Money sab…

Overview

🏷️ Named Entity Recognition — Text Me Entities Dhundho — Quick Facts

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Method: F1 Score

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Rule-based: 60-75%

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CRF: 80-85%

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BiLSTM: 85-88%

Topic 1

💡 NER Architecture

📚 ` ┌──────────────────────────────────────────────────────────┐ │ NAMED ENTITY RECOGNITION…

Topic 2

📊 NER Methods Comparison

💡 | Method | F1 Score | Speed | Pros | Cons | |--------|----------|-------|------|------| |…

Topic 3

💻 NER Engine

🎯 `python ============================================ Named Entity Recognition Engine…

Topic 4

❓ Quiz

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a) Text translate karta hai

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b) Text me se named entities…

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c) Summarization

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a) Random tags

Comparison

📊 NER Methods Comparison

⚖️

Rule-based: 60-75%

⚖️

CRF: 80-85%

⚖️

BiLSTM: 85-88%

Quick Quiz

Quiz — Question 1

🏷️ Named Entity Recognition — Text Me Entities Dhundho ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

🏷️ Named Entity Recognition — Text Me Entities Dhundho ka 'Rule-based' kya hai?

Complete! 🎉

🏷️ Named Entity Recognition — Text Me Entities Dhundho Complete!

Aliens School · HIEN · Cinematic Knowledge

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