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Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries

This repository contains the code for the system described in the paper Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries by Hai Dang, Karim Benharrak, Florian Lehmann, and Daniel Buschek. The system is designed to automatically generate continuous text summaries of a given document in real-time, as the user writes.

Getting Started

Backend

All code instruction should be executed in ./backend

Prerequisites

To run the backend, you will need to have some Python packages installed.

You can install these dependencies by running the following command:

pip install -r requirements.txt

Also you need to download the following file and copy it into the backend folder:

glove.6B.100d.txt

Running the backend

To run the backend, simply use the following command in the backend folder:

python flask_basic_app.py

Frontend

All code instruction should be executed in ./frontend

Prerequisites

To run the frontend, you will need to have some npm packages installed.

You can install these dependencies by running the following command:

npm install

Running the frontend

To run the backend, simply use the following command in the frontend folder:

npm start

Using the System

The system can now be accessed on the following address:

http://localhost:3000/

To use the system, you will need to start writing on your document. You can the interact with the sidebar and the system will then generate a continuous summary of each paragraphs as you write.

An example of how to use the system is also provided in the research paper.

Additional Resources

The paper "Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries" provides a detailed description of the system and its performance.

Contributions

We welcome contributions to this project. If you would like to contribute, please fork the repository and submit a pull request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Contact

If you have any questions or issues, please contact the authors of the paper or create an issue in the repository.

About

This repository contains the code for the system described in the paper Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries by Hai Dang, Karim Benharrak, Florian Lehmann, and Daniel Buschek. The system is designed to automatically generate continuous text summaries of a given document in real-time, as the user writes

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