CoolFace
Apppublic

sashank812/multi-document-summarization

sourceHugging Facemitupdated 1y agoView on Hugging Face
0likes
App README

Multi Document Summarization

This project provides a multi-document summarization tool using state-of-the-art NLP models like BART and Longformer. It supports various file formats and generates summaries along with visualizations like dendrograms, t-SNE plots, TF-IDF plots, and word clouds.

Features

  • —Summarizes multiple documents into concise summaries.
  • —Supports file formats: .docx, .txt, .html, .pdf, .csv, .xlsx, .json, .xml, .ppt, .pptx.
  • —Visualizations: Dendrogram, t-SNE, TF-IDF, Word Cloud.

Installation

  1. 1.Clone the repository:
bash
   git clone https://github.com/your-username/abstractive-text-summarization.git
  1. 1.Navigate to the project directory:
bash
   cd abstractive-text-summarization
  1. 1.Install dependencies:
bash
   pip install -r requirements.txt

Usage

  1. 1.Run the application:
bash
   python major_project_main.py
  1. 1.Open the Gradio interface in your browser.
  2. 2.Upload files and click "Summarize" to generate summaries and visualizations.

License

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