automatic-summarization

There are 28 repositories under automatic-summarization topic.

  • fdzsergio/Reductio

    Automatic summarizer text in Swift

    Language:Swift46215642
  • TransformerSum

    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:Python42865258

  • accel-brain/accel-brain-code

    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:Python310202893

  • EdCo95/scientific-paper-summarisation

    Machine learning models to automatically summarise scientific papers

    Language:Python26016664

  • HHousen/DocSum

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

    Language:Python663813

  • kokikwbt/autoplait

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

    Language:Roff321110

  • Yogayu/weibo-summary

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

    Language:JavaScript303014

  • 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:JavaScript29462

  • gdamdam/sumo

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

    Language:Python20315

  • m0-k1/Text-Summarization

    Automatic summarisation of Medicines's Description

    Language:Jupyter Notebook10002

  • HHousen/ArXiv-PubMed-Sum

    A script to process the ArXiv-PubMed dataset.

    Language:Python9202

  • 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 Notebook9102

  • Wind-Ward/T-SJTTR

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

    Language:Python9113

  • 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:Java6031

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

    LinTO's NLP service: Extractive Summarization

    Language:Python3600

  • 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 Notebook3101

  • varunchitale/Novel-Approach-to-Content-Summariation

    Content Summary Generator

    Language:Python3202

  • hazemalsaied/AutomaticSummarization

    using feature maximisation for summarizing scientifc documents

    Language:HTML2200

  • MorenoLaQuatra/SDF-TLS

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

    2200

  • DISCOSUMO/evaluation

    Evaluation and agreement scripts for the DISCOSUMO project. Each evaluation script takes both manual annotations as automatic summarization output. The formatting of these files is highly project-specific. However, the evaluation functions for precision, recall, ROUGE, Jaccard, Cohen's kappa and Fleiss' kappa may be applicable to other domains too.

    Language:Python1400

  • ninikolov/summary-denoising

    Code for paper 'Summary Refinement through Denoising'

    Language:Python1100

  • ToolAutomaticSum/MOTS

    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:Java1101

  • igorbpf/TheGist

    A Web app for automatic summarization

    Language:Python0201

  • igorbpf/TheGist-extension

    Google chrome extension which summarizes news web pages.

    Language:JavaScript0200

  • SaltySugar32/AutomaticSummarization

    Автоматическое реферирование текста (TextRank, mBART)

    Language:Jupyter Notebook0100

  • cyberstackover/automatic-summarization-python

    Sample automatic summarization by flask python

    Language:JavaScript301

  • mjip/Multidocument-Summarization-using-SumBasic

    Multidocument summarization using the SumBasic implementation

    Language:Python20

  • wchowdhu/masters-thesis-2019

    The repo contains resources from my Masters thesis

    10