Natural Language Processing

CZ4045 Natural Language Processing
School of Computer Science and Engineering
Nanyang Technological University

This repository consists of CZ4045 Assignments 1 & 2, detailed in the directory structure as follows:

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├── Assignment 1
│   ├── README.txt
│   ├── Report.pdf
│   ├── SourceCode
│   │   ├── 3.2 Dataset Analysis
│   │   │   ├── 3.2.1 Tokenization, Stemming and POS Tagging.ipynb
│   │   │   ├── 3.2.2 Writing Style.ipynb
│   │   │   └── 3.2.3 Extract Noun-Adjective Pairs.ipynb
│   │   ├── 3.3 Extraction of Indicative Adjective Phrases
│   │   │   └── 3.3 Extracting Indicative Adjective Phrases.ipynb
│   │   └── 3.4 Application
│   │       ├── README - SentimentAnalysis.txt
│   │       ├── Sentiment Analysis.ipynb
│   │       └── app.py
│   └── reviewSelected100.json
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├── Assignment 2
│   ├── README.txt
│   ├── Report.pdf
│   └── Source Code
│       ├── Question 1
│       │   ├── 2.1_Language_Model.ipynb
│       │   ├── README.txt
│       │   ├── data.py
│       │   ├── generate.py
│       │   ├── generated.txt
│       │   ├── main.py
│       │   ├── model.py
│       │   ├── not_sharing_best_model_0.dat
│       │   └── sharing_best_model_0.dat
│       └── Question 2
│           ├── Q2 1 CNN Layer.ipynb
│           ├── Q2 Part vi- 3 2D CNN Layers.ipynb
│           ├── Q2 Part vi- 3 CNN Layers.ipynb
│           ├── README.txt
│           └── cnn1-model
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└── README.md

Team

• Anusha Datta
• Amrita Ravishankar
• Clarita Chua
• Khush Kothari
• Shipra Sannabhadti