GitHub topics: automatic-summarization

Repositories

HHousen/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.

Language: Python - Size: 11.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 431 - Forks: 57

HHousen/ArXiv-PubMed-Sum

A script to process the ArXiv-PubMed dataset.

Language: Python - Size: 302 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 2

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 networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Language: Python - Size: 98.3 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 313 - Forks: 92

MohanKrishnaGR/Infosys_Text-Summarization

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

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 2

MohanKrishnaGR/Infosys_Springboard_Text-Summarization

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.

Language: Jupyter Notebook - Size: 9.51 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 1

EdCo95/scientific-paper-summarisation

Machine learning models to automatically summarise scientific papers

Language: Python - Size: 2.27 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 260 - Forks: 65

fdzsergio/Reductio

Automatic summarizer text in Swift

Language: Swift - Size: 278 KB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 462 - Forks: 41

AstonWilliams/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.

Language: HTML - Size: 228 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Wind-Ward/T-SJTTR

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

Language: Python - Size: 2.39 MB - Last synced at: 6 months ago - Pushed at: over 7 years ago - Stars: 9 - Forks: 3

saidziani/Feedny

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 a huge amount of online content that is updated or generated each minute. Our solution considers each user’s interests and leverages Artificial Intelligence, Machine Learning and Natural Language Processing in order to suggest to relevant articles from the internet.

Language: JavaScript - Size: 13 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 29 - Forks: 2

kokikwbt/autoplait

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

Language: Roff - Size: 636 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 32 - Forks: 11

ToolAutomaticSum/OldMOTS

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.

Language: Java - Size: 67 MB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

gdamdam/sumo

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

Language: Python - Size: 34.2 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 20 - Forks: 5

linto-ai/linto-platform-nlp-extractive-summarization

LinTO's NLP service: Extractive Summarization

Language: Python - Size: 51.8 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

HHousen/DocSum

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

Language: Python - Size: 114 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 63 - Forks: 13

Yogayu/weibo-summary

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

Language: JavaScript - Size: 18.3 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 31 - Forks: 14

IdealisticINTJ/TLDR-Summarizer

Automatic Extractive Text Summarization using NLTK library implemented using Python, by tokenizing the sentences, finding the weighted frequency of occurrence, and calculating sentence scores for generation of concise summaries from extensive textual content.

Language: Jupyter Notebook - Size: 67.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0