# HADES: Homologous Automated Document Exploration and Summarization

## TL;DR

HADES is an automated tool that uses topic modeling, summarization, and visualization to facilitate the comparison and analysis of large volumes of structured documents, improving efficiency for professionals.

## Contribution

This paper presents HADES, a new automated pipeline combining topic modeling, summarization, and interactive visualization for comparative document analysis.

## Key findings

- Reduces time and effort in document comparison tasks
- Provides an interactive web app for visual analysis
- Available as an open-source tool on GitHub

## Abstract

This paper introduces HADES, a novel tool for automatic comparative documents with similar structures. HADES is designed to streamline the work of professionals dealing with large volumes of documents, such as policy documents, legal acts, and scientific papers. The tool employs a multi-step pipeline that begins with processing PDF documents using topic modeling, summarization, and analysis of the most important words for each topic. The process concludes with an interactive web app with visualizations that facilitate the comparison of the documents. HADES has the potential to significantly improve the productivity of professionals dealing with high volumes of documents, reducing the time and effort required to complete tasks related to comparative document analysis. Our package is publically available on GitHub.