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 46 text summarization tools frameworks tracked. The highest-rated is icoxfog417/awesome-text-summarization at 49/100 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	49	Emerging	1,312	—
2	theamrzaki/text_summurization_abstractive_methods Multiple implementations for abstractive text summurization , using google colab	43	Emerging	530	Jupyter Notebook
3	mast-group/tassal Tree-based Autofolding Software Summarization Algorithm	38	Emerging	43	Java
4	MohanKrishnaGR/Infosys_Text-Summarization This repository contains the implementation of a Transformer-based model for...	34	Emerging	9	Jupyter Notebook
5	joplin/plugin-ai-summarisation 🤖 Joplin AI - Summarisation: The project aims to create note summaries to...	34	Emerging	10	JavaScript
6	AR621/Summ3r-y Summarization web service via the use of OpenAI Whisper and GPT-3 models	34	Emerging	20	HTML
7	higotenda/kurt A framework for multi-modal media summarization.	33	Emerging	2	Python
8	DioCrafts/ai-book-summarizer 📚 AI-Powered Book EPUB Knowledge Extractor & Summarizer Transform your PDF...	33	Emerging	14	Python
9	YamanSD/Buzz AI model for summarizing and categorizing news articles	31	Emerging	3	HTML
10	ayushgptaa/Cruxe-Extension A google Chrome extension for summarizing text on a web page 🚀	29	Experimental	32	CSS
11	phucmap85/Quidk-website Simple Text Summarization Website	29	Experimental	1	HTML
12	alirezadir/leetcode-summerizer Summarize and collect into a DB a collection of LeetCode problems...	28	Experimental	11	Python
13	salesforce/query-focused-sum Official code repository for "Exploring Neural Models for Query-Focused...	26	Experimental	51	Python
14	saaket2006/youtube-video-summarization-system This is an AI-system which summarizes the content of an YouTube Video and...	25	Experimental	2	Python
15	Issac-Moses/Notes-Summarizer AI-powered tool to summarize long lecture notes and extract key points for...	25	Experimental	8	Python
16	mariocosenza/kgsum Thesis project on knowledge graph summarization	24	Experimental	2	Python
17	DishaMT19/AI-Text-Summarization AI-based text summarization web application using NLP and Flask	24	Experimental	—	HTML
18	YasinShafiei/TextSummarization Text summarization using Seq2Seq model with TensorFlow	24	Experimental	4	Jupyter Notebook
19	AsyrafAzlan/article-summarization Sample article is summarized using TF-IDF and Hopfield Network	23	Experimental	4	Jupyter Notebook
20	Lakshay-a/Text-Summary-Generator An end-to-end NLP text summarization project with a modular ML pipeline and...	22	Experimental	—	Jupyter Notebook
21	awwkl/brain_language_summarization My code repository for my ICLR 2023 paper "Training language models to...	22	Experimental	16	Jupyter Notebook
22	fertlopus/videoSummary Video Summary Detection. The purpose of the tool is to summarize a long...	21	Experimental	1	Python
23	guycrespin/pr-summarizer 🚀 Generate quick TL;DR summaries for GitHub Pull Requests to enhance code...	19	Experimental	1	Python
24	Jash271/YouGlance-Extension A chrome extension that Simplies your youtube video viewing...	19	Experimental	4	JavaScript
25	ICPC2022-Gypsum/GypSum_Code Official implementation of our work, 'GypSum: Learning Hybrid...	19	Experimental	14	Python
26	sksmta/paraphrase-tool A simple but powerful paraphrase-tool	18	Experimental	2	Jupyter Notebook
27	N-Elmer/CHAT-SUMMARIZER CHAT 🗣️ SUMMARY 📈 ANALYSIS	18	Experimental	2	Jupyter Notebook
28	Gxuravkumar911/TubeDIGEST Demonstrating expertise in Python and Django, TubeDigest is a robust web...	17	Experimental	3	Python
29	navam-io/memo Chrome extension for capturing, organizing, and chatting with web content using AI	17	Experimental	—	JavaScript
30	Madid1976/nlp-text-summarization An NLP project focused on abstractive and extractive text summarization...	14	Experimental	—	Python
31	Corerishi/Briefly.CU NLP-powered document summarizer using TextRank — upload a PDF or text file...	14	Experimental	—	Python
32	Purushothamreddy6749/Text-Summarization NLP web app for extractive & abstractive text summarization using Flask,...	14	Experimental	—	CSS
33	vishalpatel72/end-to-end-text-summarizer End-to-end text summarization pipeline demonstrating fine-tuning of...	13	Experimental	—	Jupyter Notebook
34	redoh/nlp-text-summarizer 📝 Automatic text summarization using transformer models and LLM	13	Experimental	—	—
35	SimonC03/QuotePredictor AI-powered pipeline that extracts key features from quote PDFs and predicts...	13	Experimental	—	Python
36	davanstrien/huggingface-tldr Experimental tl;dr summaries for datasets on the Hugging Face Hub!	13	Experimental	10	JavaScript
37	smbale/mpelembe-insights Analyze Any Article Get instant summaries, sentiment scores, and key...	13	Experimental	—	TypeScript
38	LinggarM/Text-Summarization-using-TF-IDF-Vectorizer Simple Text Summarization using TF-IDF Vectorizer and NLTK library	13	Experimental	—	Jupyter Notebook
39	ubclaunchpad/Essentially Tool to Summarize and Analyze Articles	12	Experimental	7	Jupyter Notebook
40	Bharath-tars/Purr-fect Purr-fect is a text summarization web application designed to provide users...	11	Experimental	—	HTML
41	Code-JL/AI-Page-Summary A powerful Chrome extension that generates concise, intelligent summaries of...	11	Experimental	—	JavaScript
42	nivaangupta/cohere-app AI web app to summarise Research Paper, made with Cohere API & Python's Flask	11	Experimental	—	HTML
43	Irfan-lab700/AI-pdf-summarizer AI-powered PDF summarizer and question-answering web app built with Python...	11	Experimental	—	Python
44	2003vivek/ByteBrief This is an AI that uses the HuggingFace Transformer to extract the summary...	11	Experimental	—	Python
45	Lawrence-Godfrey/Text-Summarizer A text-content summarizer microservice written in GoLang and using gRPC for the API	11	Experimental	—	Go
46	lohithgsk/automated-text-summarizer The automated text summarizer app built with Node.js, HTML, CSS, and...	11	Experimental	—	JavaScript