automatic-summarization
There are 5 repositories under automatic-summarization topic.
- Language:Swift 461
- 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:Python 424 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.
automatic-summarizationdeep-learningdeep-reinforcement-learningreinforcement-learningq-learningrestricted-boltzmann-machinesimulated-annealingquantum-monte-carloquantum-annealingauto-encodercombinatorial-optimizationtransfer-learninglstmmulti-agent-reinforcement-learningdeep-q-networksemi-supervised-learninggenerative-adversarial-networkenergy-based-modelself-supervised-learningLanguage:Python 299EdCo95 / scientific-paper-summarisation
Machine learning models to automatically summarise scientific papers
Language:Python 254A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
Language:Python 63kokikwbt / autoplait
Python implementation of AutoPlait (SIGMOD'14) without smoothing algorithm. NOTE: This repository is for my personal use.
Language:Roff 31Yogayu / weibo-summary
微博自动摘要系统 Chinese Microblog Automatic Summary System
Language:JavaScript 31saidziani / 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 28gdamdam / sumo
Tool to extracts the text from a web article urls and get frequency words, entities recognition, automatic summary and more
Language:Python 20Wind-Ward / T-SJTTR
Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-Sync Comments
Language:Python 10A script to process the ArXiv-PubMed dataset.
Language:Python 9m0-k1 / Text-Summarization
Automatic summarisation of Medicines's Description
Language:Jupyter Notebook 9ToolAutomaticSum / 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 6linto-ai / linto-platform-nlp-extractive-summarization
LinTO's NLP service: Extractive Summarization
Language:Python 3varunchitale / Novel-Approach-to-Content-Summariation
Content Summary Generator
Language:Python 3hazemalsaied / AutomaticSummarization
using feature maximisation for summarizing scientifc documents
Language:HTML 2MorenoLaQuatra / SDF-TLS
Data collection and resulting timelines for the paper Summarize Dates First: A Paradigm Shift in Timeline Summarization published at SIGIR 2021
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:Python 1ninikolov / summary-denoising
Code for paper 'Summary Refinement through Denoising'
Language:Python 1MOTS (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 1- Language:Python 0
igorbpf / TheGist-extension
Google chrome extension which summarizes news web pages.
Language:JavaScript 0SaltySugar32 / AutomaticSummarization
Автоматическое реферирование текста (TextRank, mBART)
Language:Jupyter Notebook 0cyberstackover / automatic-summarization-python
Sample automatic summarization by flask python
Language:JavaScriptmjip / Multidocument-Summarization-using-SumBasic
Multidocument summarization using the SumBasic implementation
Language:Pythonwchowdhu / masters-thesis-2019
The repo contains resources from my Masters thesis
