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This repository contains the code for different methods of Multi-document summarization.

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Multi-document-extraction-based-Summarization

This is the source code for the paper: https://link.springer.com/chapter/10.1007/978-981-15-5679-1_24

All the implementation details have been mentioned in a file in the Implementation folder. All dependencies can be installed from the requirements.txt file.
We use the DUC 2004 dataset for our experiments.

To run the kmeans file and generate summaries:-
python k_means.py

To run the gaussian mixture file and generate summaries:-
python gaussian_mixture.py

To run the gaussian mixture file and generate summaries:-
python graph_pg.py

To run the sort by importance file and generate summaries:-
python sort_by_score.py

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This repository contains the code for different methods of Multi-document summarization.

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