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.