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๐ŸŒ Topic 49: Multilingual & Cross-lingual NLP

Course: NLP Advanced โ€” Section 6: Advanced NLP Topic: 49 of 75 | Prev: 48-Knowledge-Graphs-NLP.md |โ€ฆ

Overview
๐ŸŒŸ

๐ŸŒ Topic 49: Multilingual & Cross-lingual NLP โ€” Quick Facts

๐Ÿ“Œ

Prev: [48-Knowledge-Graphs-NLP.md](48-Knowledge-Graphs-NLP.md): Next: 50-Low-Resource-NLP.md

Topic 1
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐ŸŽฏ Overview

๐Ÿ’ก

Multilingual NLP = ek model joโ€ฆ

๐Ÿ”‘

Cross-lingual NLP = ek language meโ€ฆ

โšก

7000+ languages world me โ€” lekinโ€ฆ

๐ŸŽฏ

Key models: mBERT, XLM-R, mT5,โ€ฆ

Topic 2
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ”„ Multilingual NLP Architecture Pipeline

๐Ÿ’ก ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Multilingual NLPโ€ฆ
Topic 3
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ Complete Python Implementation

๐ŸŽฏ `python ============================================================ Multilingual &โ€ฆ
Topic 4
โœจ

๐Ÿ“Š Multilingual Models Comparison

โญ | Model | Languages | Parameters | Type | Cross-lingual Transfer? |โ€ฆ
Topic 5
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

โ“ Quiz โ€” 5 MCQs

๐Ÿ’ก

A) Sirf ek language me kaam karna

๐Ÿ”‘

B) Ek language me train karo,โ€ฆ

โšก

C) Translation karna

๐ŸŽฏ

D) Language delete karna

Topic 6
โœจ ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ”— Navigation

โœจ โฌ…๏ธ Previous: 48-Knowledge-Graphs-NLP.md | โžก๏ธ Next: 50-Low-Resource-NLP.md Pro Tip: ๐ŸŒ Agarโ€ฆ
Comparison
โœจ

๐Ÿ“Š Multilingual Models Comparison

โš–๏ธ

mBERT: 104

โš–๏ธ

XLM-R: 100

โš–๏ธ

mT5: 101

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐ŸŒ Topic 49: Multilingual & Cross-lingual NLP ka sabse sahi definition kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐ŸŒ Topic 49: Multilingual & Cross-lingual NLP Complete!

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