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#

automatic-summarization

Here are 30 public repositories matching this topic...

TransformerSum

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

  • UpdatedMay 26, 2025
  • Python

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation net…

  • UpdatedDec 26, 2023
  • Python

Machine learning models to automatically summarise scientific papers

  • UpdatedDec 7, 2022
  • Python

A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.

  • UpdatedNov 23, 2020
  • Python

Python implementation of AutoPlait (SIGMOD'14) without smoothing algorithm. NOTE: This repository is for my personal use.

  • UpdatedFeb 20, 2021
  • Roff

微博自动摘要系统 Chinese Microblog Automatic Summary System

  • UpdatedApr 4, 2019
  • JavaScript

The Internet plays an increasingly important part in our daily lives as a source of written content for news and leisure. Yet it is tedious and difficult to sort through this staggering flow of information and stay updated with changes in our world, even using automated tools. Reading magazines and newspapers is too time-consuming, and there is …

  • UpdatedJan 1, 2019
  • JavaScript

Tool to extracts the text from a web article urls and get frequency words, entities recognition, automatic summary and more

  • UpdatedJan 15, 2019
  • Python

This repository contains the implementation of a Transformer-based model for abstractive text summarization and a rule-based approach for extractive text summarization.

  • UpdatedJul 21, 2024
  • Jupyter Notebook

A script to process the ArXiv-PubMed dataset.

  • UpdatedMay 26, 2025
  • Python

Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments

  • UpdatedFeb 22, 2018
  • Python

MOTS (MOdular Tool for Summarization) is a summarization system, written in Java. It is as modular as possible, and is intended to provide an architecture to implement and test new summarization methods, as well as to ease comparison with already implemented methods, in an unified framework.

  • UpdatedFeb 26, 2022
  • Java
AI_NEWS_PORTAL

This AI-Powered News Portal, built on Django, generates live news articles on trending topics. Leveraging AI technology, the portal fetches live data from Google Trends to ensure real-time updates. The platform can be expanded to develop a comprehensive AI-powered news ecosystem.

  • UpdatedJan 8, 2025
  • HTML

Data collection and resulting timelines for the paper Summarize Dates First: A Paradigm Shift in Timeline Summarization published at SIGIR 2021

  • UpdatedJul 15, 2021

GROUP 4. This repository contains the implementation of a Transformer-based model for abstractive text summarization and a rule-based approach for extractive text summarization.

  • UpdatedJul 17, 2024
  • Jupyter Notebook

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