automatic-summarization

Code for "Latent semantic analysis and the construction of coherent extracts" (RANLP 2003)

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.

Google chrome extension which summarizes news web pages.

Content Summary Generator

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

using feature maximisation for summarizing scientifc documents

Multidocument summarization using the SumBasic implementation

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 …

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

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

Code for paper 'Summary Refinement through Denoising'

Automatic summarisation of Medicines's Description

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

The repo contains resources from my Masters thesis

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

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.

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

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.

Автоматическое реферирование текста (TextRank, mBART)

Machine learning models to automatically summarise scientific papers