NLP

Symbiosis institute of technology

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Natural Language Processing – Lexical Analysis, POS Tagging, N-grams, and NER – Lecture Summary
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10

april 2026

2025/2026
This document covers key concepts from Chapter 2 of Natural Language Processing, including lexical analysis, tokenization, normalization, and regular expressions. It also explains language models (unigram, bigram, trigram), smoothing techniques, POS tagging approaches, morphology, and named entity recognition. The notes include definitions, examples, formulas, and practical applications, making it a comprehensive summary for exam preparation. Content is clearly structured and aligned with found...
poulomichatterjee
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