Ensemble-extractive-text-summarization

Ensemble approach on extractive text summarization techniques for BBC News summarization.

Quick Start Tutorial

Clone the repository

git clone https://github.com/ascii-monk123/Ensemble-extractive-text-summarization.git

cd Ensemble-extractive-text-summarization

Set up virtual environment

python -m venv ensemble_venv

source ensemble_venv/bin/activate

Install dependencies

pip install -r requirements.txt

Setup IPython Kernel for Jupyter

python -m ipykernel install --user --name ensemble_kernel

pip install jupyter

Run the notebook

jupyter notebook

Further steps:

• Click on the Proposed Solution.ipynb file
• Select the "ensemble_kernel" in Proposed Solution.ipynb
• When it is opened, run all the cells together or one after another

In case of any error:

• Please switch the kernel to the default one
• Restart the kernel