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ga-text-summarization's Introduction

GA-Text-Summarization

Extractive text summarization using genetic algorithms.

Install Dependencies

pip install requirements.txt

Format Dataset

This splits the corpus in the stories folder into a body (the actual article) and highlights (the summary). Does not split dataset into training and testing.

cd src
python dataset.py

Split into Train and Test

The program assumes that the dataset is split into training and testing in the following manner. There is no script included for automatic splitting.

GA-Text-Summarization\src\dataset\train\body\sample.txt
GA-Text-Summarization\src\dataset\train\highlights\sample.txt

GA-Text-Summarization\src\dataset\test\body\sample.txt
GA-Text-Summarization\src\dataset\test\highlights\sample.txt

Train Model

cd src
python main.py

Test Model

cd src
python test.py

ga-text-summarization's People

Contributors

wanchichen avatar

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