ELSA combines extractive and abstractive approaches to the automatic text summarization

A group effort on getting the Precipitation Runoff Modeling Simulation to run on Pegasus.

Repository containing the project for the course on Business and Project Management at the University of Pisa (A.Y. 2022/2023) realized by Fabiano Pilia, Emanuele Tinghi and Matteo Dal Zotto.

Set of scripts for deploying Pegasus into Docker containers using overlay network

Bachelor's thesis on removing hate from online comments using paraphrasing: algorithm DPhate

News Headline and Summary Generation through Abstractive Summarization: Project Repo for Adavanced Machine Learning (AML) course at Ashoka

A financial dashboard built using Streamlit, fine-tuned Transformers models and Prophet. Includes auto summarisation, sentiment analysis, and trend forecasting of stock and crypto news.

Transforming lengthy textual content into concise and meaningful summaries is the essence of this project. Leveraging the power of the Pegasus model, our abstractive text summarization repository aims to distill complex information into succinct and coherent summaries. Pegasus, state-of-the-art pre-trained model, excel in generating human like text

This repository explores the use of advanced sequence-to-sequence networks and transformer models, such as BERT, BART, PEGASUS, and T5, for summarizing multi-text documents in the medical domain. It leverages extensive datasets like CORD-19 and a Biomedical Abstracts dataset from Hugging Face to fine-tune these models.

A WRENCH implementation of the Pegasus WMS

Summarizing YouTube Video Transcripts & Blog Posts with HuggingFace Transformers.

Bash script to turn Ubuntu into a retro-console with cloud capabilities

Scrapes, translates, summarizes, and scores news articles from El País via Hugging Face Helsinki, Google Pegasus, and BERT.

A Multimodal Approach to Convert Book Summaries into Artistic Book Covers

A sample workflow using Pegasus WMS

Text Summarization

Comparison of extreme text summarization models on BCC news dataset

Provides Amnesty International's "Pegasus" domain IOCs transformation to a TinyCheck source format

End to End Text summarizer