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← 8th Semester
Natural Language Processing
Code
PEC-CS802
Credits
3
Units
4
Topics
12
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Overview
Syllabus
Topics
Unit 1
Foundations
3 topics
1.1
Tokenisation
1.2
Morphology
1.3
N-gram models
Unit 2
Syntax
3 topics
2.1
POS tagging
2.2
Parsing
2.3
Hidden Markov Models
Unit 3
Semantics
3 topics
3.1
Word embeddings
3.2
Word sense disambiguation
3.3
Named entity recognition
Unit 4
Applications
3 topics
4.1
Machine translation
4.2
Sentiment analysis
4.3
Transformers