Text Summarization Tools ML Frameworks

Applications and frameworks for automatically condensing text, articles, documents, and code into shorter summaries using NLP techniques. Does NOT include general text generation, question-answering systems, or topic modeling without summarization as the primary function.

There are 56 text summarization tools frameworks tracked. The highest-rated is icoxfog417/awesome-text-summarization at 42/100 with 1,312 stars.

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#	Framework	Score	Tier	Stars	Language
1	icoxfog417/awesome-text-summarization The guide to tackle with the Text Summarization	42	Emerging	1,312	—
2	theamrzaki/text_summurization_abstractive_methods Multiple implementations for abstractive text summurization , using google colab	36	Emerging	530	Jupyter Notebook
3	mast-group/tassal Tree-based Autofolding Software Summarization Algorithm	31	Emerging	43	Java
4	AR621/Summ3r-y Summarization web service via the use of OpenAI Whisper and GPT-3 models	27	Experimental	20	HTML
5	joplin/plugin-ai-summarisation 🤖 Joplin AI - Summarisation: The project aims to create note summaries to...	27	Experimental	10	JavaScript
6	MohanKrishnaGR/Infosys_Text-Summarization This repository contains the implementation of a Transformer-based model for...	27	Experimental	9	Jupyter Notebook
7	ali-mohammed-khair-nasser/Text-Summarizer-and-Categorical Text processing and summarize with the category web application for Arabic...	26	Experimental	8	Jupyter Notebook
8	DioCrafts/ai-book-summarizer 📚 AI-Powered Book EPUB Knowledge Extractor & Summarizer Transform your PDF...	26	Experimental	14	Python
9	higotenda/kurt A framework for multi-modal media summarization.	26	Experimental	2	Python
10	YamanSD/Buzz AI model for summarizing and categorizing news articles	24	Experimental	3	HTML
11	phucmap85/Quidk-website Simple Text Summarization Website	22	Experimental	1	HTML
12	Sajjad-Amjad/Text-Summarizer- An end-to-end natural language processing based app.	22	Experimental	1	CSS
13	yxshee/summarization-nlp reduces a document to a shorter version, retaining key points. extractive...	22	Experimental	3	Jupyter Notebook
14	DishaMT19/AI-Text-Summarization AI-based text summarization web application using NLP and Flask	22	Experimental	—	HTML
15	Lakshay-a/Text-Summary-Generator An end-to-end NLP text summarization project with a modular ML pipeline and...	22	Experimental	—	Jupyter Notebook
16	ayushgptaa/Cruxe-Extension A google Chrome extension for summarizing text on a web page 🚀	22	Experimental	32	CSS
17	alirezadir/leetcode-summerizer Summarize and collect into a DB a collection of LeetCode problems...	21	Experimental	11	Python
18	saaket2006/youtube-video-summarization-system This is an AI-system which summarizes the content of an YouTube Video and...	21	Experimental	2	Python
19	salesforce/query-focused-sum Official code repository for "Exploring Neural Models for Query-Focused...	19	Experimental	51	Python
20	Issac-Moses/Notes-Summarizer AI-powered tool to summarize long lecture notes and extract key points for...	19	Experimental	8	Python
21	saberprashant/TextSumm A text summarizer made with Python and MEAN stack.	18	Experimental	5	JavaScript
22	JoelKong/SubiScrape A web scraping application which summarizes scraped information using AI technology	17	Experimental	5	TypeScript
23	YasinShafiei/TextSummarization Text summarization using Seq2Seq model with TensorFlow	17	Experimental	4	Jupyter Notebook
24	mariocosenza/kgsum Thesis project on knowledge graph summarization	17	Experimental	2	Python
25	AsyrafAzlan/article-summarization Sample article is summarized using TF-IDF and Hopfield Network	16	Experimental	4	Jupyter Notebook
26	awwkl/brain_language_summarization My code repository for my ICLR 2023 paper "Training language models to...	15	Experimental	16	Jupyter Notebook
27	guycrespin/pr-summarizer 🚀 Generate quick TL;DR summaries for GitHub Pull Requests to enhance code...	15	Experimental	1	Python
28	navam-io/memo Chrome extension for capturing, organizing, and chatting with web content using AI	15	Experimental	—	JavaScript
29	fertlopus/videoSummary Video Summary Detection. The purpose of the tool is to summarize a long...	14	Experimental	1	Python
30	nitin-pandita/Ai-Summarizer Ai summarizer is a Vite App that enable user to summarize the url link of...	14	Experimental	1	JavaScript
31	crazymidoo/Summarize-News-Articles-ML A Python application that extracts and summarizes key information from news...	14	Experimental	4	Python
32	SimonC03/QuotePredictor AI-powered pipeline that extracts key features from quote PDFs and predicts...	14	Experimental	—	Python
33	Madid1976/nlp-text-summarization An NLP project focused on abstractive and extractive text summarization...	14	Experimental	—	Python
34	Corerishi/Briefly.CU NLP-powered document summarizer using TextRank — upload a PDF or text file...	14	Experimental	—	Python
35	Purushothamreddy6749/Text-Summarization NLP web app for extractive & abstractive text summarization using Flask,...	14	Experimental	—	CSS
36	SpectureRam/text-summarization A Python application that generates concise summaries of text using the BART...	13	Experimental	6	Python
37	Jain-nikhilkumar/Infosys_Text-Summarization-With-NLP A Generalized deep learning-based tool for text summarization, using NLP...	12	Experimental	3	Jupyter Notebook
38	rayan2162/extractive_text_summarization_using_TF-IDF Artificial Intelligence Laboratory (6th semester) course's project.	12	Experimental	3	Jupyter Notebook
39	Jash271/YouGlance-Extension A chrome extension that Simplies your youtube video viewing...	12	Experimental	4	JavaScript
40	samarthFTR/Summarize-AI A scalable and structured NLP Full Stack Project	12	Experimental	1	TypeScript
41	SVijayB/Gist Gist summarizes text to obtain key information from any provided content....	12	Experimental	4	CSS
42	aman-chhetri/TLDR.ai A modern AI-powered text summarization tool that effortlessly condenses...	12	Experimental	1	JavaScript
43	cryptobubble-ai/cryptobubble-browser-extension Official browser extension for CryptoBubble AI	12	Experimental	1	Svelte
44	jizt-it/jizt-backend-microservice AI Text Summarization in the cloud (microservice, event-driven version). Not...	12	Experimental	3	Python
45	ICPC2022-Gypsum/GypSum_Code Official implementation of our work, 'GypSum: Learning Hybrid...	12	Experimental	14	Python
46	gianpd/summarizerAI AI summarizer web app	12	Experimental	1	TypeScript
47	LinggarM/Text-Summarization-using-TF-IDF-Vectorizer Simple Text Summarization using TF-IDF Vectorizer and NLTK library	11	Experimental	—	Jupyter Notebook
48	Irfan-lab700/AI-pdf-summarizer AI-powered PDF summarizer and question-answering web app built with Python...	11	Experimental	—	Python
49	redoh/nlp-text-summarizer 📝 Automatic text summarization using transformer models and LLM	11	Experimental	—	—
50	vishalpatel72/end-to-end-text-summarizer End-to-end text summarization pipeline demonstrating fine-tuning of...	11	Experimental	—	Jupyter Notebook
51	smbale/mpelembe-insights Analyze Any Article Get instant summaries, sentiment scores, and key...	11	Experimental	—	TypeScript
52	wintkhantlin/url2short A microservice for shortening URLs, generating custom links, and tracking...	11	Experimental	—	TypeScript
53	N-Elmer/CHAT-SUMMARIZER CHAT 🗣️ SUMMARY 📈 ANALYSIS	11	Experimental	2	Jupyter Notebook
54	sksmta/paraphrase-tool A simple but powerful paraphrase-tool	11	Experimental	2	Jupyter Notebook
55	Gxuravkumar911/TubeDIGEST Demonstrating expertise in Python and Django, TubeDigest is a robust web...	10	Experimental	3	Python
56	Rahmaaaan/SummarizeAI SummarizeAI is an AI-integrated web application designed to summarize...	10	Experimental	1	JavaScript