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sum-basic

My implementation of the SumBasic auto-summarizor for multi-document summarization.

sumeval

Well tested & Multi-language evaluation framework for text summarization.

sumitupnewssummarizer

A news reader that combines content from multiple sources and applies document summarization to present an extractive summary of articles

summarization

Performs multi document summarization. Includes a method to generate summaries: The method uses a sentence importance score calculator based on various semantic features and a semantic similarity score to select sentences that would be most representative of the document. It uses stack-decoder algorithm as used as a template and builds on it to produce summaries that are closer to optimal.

summarization-1

A sequence to sequence model for abstractive text summarization

summarization-10

Text Summarization of news articles in Neural Networks using Keras

summarization-11

some summarization code

summarization-12

implementation of summarization algorithm by python

summarization-2

Text Summarization

summarization-3

Summarize text stored in the text files.

summarization-4

Simple tool to generate a dumb summary of a text

summarization-5

summarization-6

Multi-document summarization

summarization-7

Automatic document summarization methods.

summarization-8

Abstractly summarize information using machines

summarization-9

summarization-app

summarization-fast-abstractive-summarization-rl

summarization-notebook

Test environment for text-summarization

summarization-opennmt

summarization-query-oriented

query oriented summarization - Technion course

summarization-using-keras-model

summarization_with_winereviews_using_spacy

In this repository, I will try to explore the Wine Reviews Dataset. It contains 130k of reviews in Wine Reviews. And at the end of this repository, I will try to make simple text summarizer that will summarize given reviews. The summarized reviews can be used as a reviews title also.I will use Spacy as natural language processing library for handling this project.

summarize

Simple multi-language Python and NLTK-based implementation of text summarization

summarize-1

A Python Library intended fo Automatic Text Summarization

summarize.py

A python script for summarizing articles using nltk

summarized-news

Tired of reading full lengthy news articles. Here is a solution. AI summarizing news articles for you.

summarizeme

Program summarizes news articles into a couple of sentences. This project was inspired by SMMRY, the algorithm used in many subreddits to automate TL;DRs

summarizer

Extractive graph-based text summarizer

summarizer-1

Summarizer based on Sentence Similarity using Semantic Nets ,Corpus Statistics and Page Rank