📘 AM604PC

Natural Language Processing Lab

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NLP Lab Manual

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Syllabus Overview

List of Experiments

Experiment 1: Text Processing

  • a) Tokenization
  • b) Stop word Removal

Experiment 2: Stemming

  • Implement Porter stemmer algorithm for stemming

Experiment 3: Word Analysis and Generation

  • a) Word Analysis
  • b) Word Generation

Experiment 4: Word Sense Disambiguation (WSD)

  • Create a Sample list for at least 5 words with ambiguous sense
  • Implement WSD

Experiment 5: NLTK Toolkit - Stemming

  • Install NLTK tool kit and perform stemming

Experiment 6: POS Tagging

  • Create Sample list of at least 10 words for POS tagging
  • Find the POS for any given word

Experiment 7: Morphological Analysis and N-Grams

  • a) Perform Morphological Analysis using NLTK library
  • b) Generate n-grams using NLTK N-Grams library
  • c) Implement N-Grams Smoothing

Experiment 8: Audio and Text Conversion

  • Using NLTK package to convert audio file to text
  • Using NLTK package to convert text file to audio files
Natural Language Processing Lab Notes