https://github.com/thesofakillers/nlp1-labs

Natural Language Processing 1 Lab Assignments
https://github.com/thesofakillers/nlp1-labs

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Natural Language Processing 1 Lab Assignments

• Host: GitHub
• URL: https://github.com/thesofakillers/nlp1-labs
• Owner: thesofakillers
• Created: 2021-11-02T13:43:22.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2022-10-16T17:18:51.000Z (over 3 years ago)
• Last Synced: 2025-01-17T10:43:41.725Z (over 1 year ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 2 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Natural Language Processing 1 Labs

Lab Assignments for Natural Language Processing 1, a course for our MSc in AI.

We are omitting our University name for searchability reasons.

Our MSc university can be found on our LinkedIns or CVs.

## Content

For more details on each assignment, users are encourage to visit the respective folders.

In general, the assignment covered the following:

1. Assignment 1: Sentiment Detection in Movie Reviews

    - Lexicon-based approach

    - Naive Bayes approach

    - Feature engineering (stemming, n-grams)

    - SVM approach

2. Assignment 2:

    - Self-guided mini report on fine-grained Sentiment Analysis on SST

    - Usage of TreeLSTMs and other variants

## Set-up

The packages and python version necessary can be inferred from the

`pyproject.toml` file at the top of the directory.