Automated-Essay-Checker

A project requirement for the subject 'CS303 - Automata Theory'

The Essay Checker System demonstrates how to effectively evaluate essays using NLP approaches. The system uses a variety of NLP methods to provide a comprehensive evaluation of the essay's quality, taking into account content, structure, grammar, mechanics, and word choice

Collaborators:

• xSenzaki : Front-end
  https://github.com/xSenzaki
• Merrell : Back-end
  https://github.com/Merrelltejero21

Algorithm and Tools:

• Natural Language Processing (NLP)
  • Spacy
  • Jaccard Similarity
  • Cosine Similarity
• PyQt6

Installation

1. Clone the repository:

   git clone https://github.com/xSenzaki/Automated-Essay-Checker.git
   

2. Install the requirements:

   pip install -r requirements.txt
   

Run the Program

1. Run the GUI:

   aes_frontend.py