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The Top 23 Machine Learning Text Summarization Open Source Projects

Open source projects categorized as Machine Learning Text Summarization
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Text Summarization
Awesome Text Summarization ⭐ 1,179
The guide to tackle with the Text Summarization
most recent commit a year ago
Sumeval ⭐ 542
Well tested & Multi-language evaluation framework for text summarization.
dependent packages 1total releases 13most recent commit 2 years agopypi sumeval} Downloads
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98most recent commit 22 days agopypi clarifai} Downloads
Transformersum ⭐ 362
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
most recent commit a year ago
Text_summurization_abstractive_methods ⭐ 310
Multiple implementations for abstractive text summurization , using google colab
most recent commit 4 years ago
Xl Sum ⭐ 209
This repository contains the code, data, and models of the paper titled "XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages" published in Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021.
most recent commit a year ago
100 Days Of Ml Code ⭐ 201
A day to day plan for this challenge. Covers both theoritical and practical aspects
most recent commit a year ago
Email Summarization ⭐ 74
A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.
most recent commit 6 years ago
Nlp Extractive News Summarization Using Mmr ⭐ 51
A simple python implementation of the Maximal Marginal Relevance (MMR) baseline system for text summarization.
most recent commit 7 years ago
Docsum ⭐ 31
A tool to automatically summarize documents abstractively using the BART or PreSumm Machine Learning Model.
most recent commit 3 years ago
Autobrewml ⭐ 24
With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.
most recent commit 9 months ago
Nlp Workshop Mlmilan ⭐ 23
Advanced NLP Workshop: word-sense disambiguation with RoBERTa and text summarization with BART (Machine Learning Milan)
most recent commit 4 years ago
Gazeta ⭐ 19
Gazeta: Dataset for automatic summarization of Russian news
most recent commit 3 years ago
Object Detection Ssd ⭐ 16
Detecting Multiple objects in a video using Single Shot Multibox Detector
most recent commit 3 years ago
Papiro ⭐ 15
Build 2022 AI Breakout Session Demo App: https://aka.ms/MSBuild2022
most recent commit 2 years ago
Fyp Autotextsum ⭐ 12
Automatic Text Summarization with Machine Learning
most recent commit 7 years ago
Fren ⭐ 11
A Hack of the Hour that presents to you a product which is meant to strengthen the relationship between a Therapist & its Client. A product that is meant to channel the Client's emotions and feelings anywhere, anytime. Providing a detailed analysis to the therapist, tailored to the Client itself.
most recent commit 3 years ago
Research Paper Summarization ⭐ 9
Text Summarization for Research Papers
most recent commit 4 years ago
Nlpcloud Go ⭐ 8
NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...
total releases 56most recent commit 3 months ago
Lexrank.js ⭐ 6
Unsupervised text summarization using the lexrank algorithm
most recent commit 2 years ago
Summarizer ⭐ 6
Text summarization Python library (in progress)
dependent packages 1total releases 8most recent commit 5 years agopypi text-summarizer} Downloads
Abstractive Text Summarization Using Seq2seq Rnn ⭐ 6
Abstractiv Text Summarization
most recent commit 6 years ago
Text Summarization ⭐ 5
Together learn the basics of Machine Learning and build a Text_Summarization model from scratch!
most recent commit 5 years ago
The 3 Most Depended On Machine Learning Text Summarization Open Source Projects
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit 22 days agopypi clarifai} Downloads
Sumeval ⭐ 542
Well tested & Multi-language evaluation framework for text summarization.
dependent packages 1total releases 13latest release September 27, 2019most recent commit 2 years agopypi sumeval} Downloads
Summarizer ⭐ 6
Text summarization Python library (in progress)
dependent packages 1total releases 8latest release March 31, 2020most recent commit 5 years agopypi text-summarizer} Downloads
The 4 Latest Releases In Machine Learning Text Summarization Open Source Projects
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit 22 days agopypi clarifai} Downloads
Summarizer ⭐ 6
Text summarization Python library (in progress)
dependent packages 1total releases 8latest release March 31, 2020most recent commit 5 years agopypi text-summarizer} Downloads
Sumeval ⭐ 542
Well tested & Multi-language evaluation framework for text summarization.
dependent packages 1total releases 13latest release September 27, 2019most recent commit 2 years agopypi sumeval} Downloads
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