spaCy NLP Summarization NLP Tools

Tools and implementations for text summarization using spaCy library and traditional NLP techniques (TF-IDF, frequency-based, word embeddings). Does NOT include transformer models, deep learning approaches, or summarization applications with UI/deployment focus.

There are 27 spacy nlp summarization tools tracked. The highest-rated is Amey-Thakur/TEXT-SUMMARIZER at 43/100 with 39 stars.

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# Tool Score Tier
1 Amey-Thakur/TEXT-SUMMARIZER

Machine Learning Project to Compare and Evaluate Text Summarization...
43
Emerging
2 akashp1712/nlp-akash

Natural Language Processing notes and implementations.
39
Emerging
3 mihirsam/Information-Extraction-using-CNN

Extract the summary from the given text using Convolution Neural Network
28
Experimental
4 fahmisalman/Simple-News-Summarization

Simple news summarization
28
Experimental
5 Chintan2108/Text-Classification-and-Context-Mining-for-Document-Summarization

Automnomously attempting a categorical summarization of a sparse,...
28
Experimental
6 minasmz/Persian-Summarization

Statistical and Semantical Text Summarizer in Persian Language
27
Experimental
7 kharazi/moujez

Persian Text Summarization Agent
27
Experimental
8 VintageGold/Text_Summarization

Tele-mental NLP Analysis - UMBC Master's in Data Science Data690 - Conduct...
26
Experimental
9 theQuert/Knowledge-Updating-System

Full-Text Level Knowledge Updating System
25
Experimental
10 bloomberg/entsum

Open Source / ENTSUM: A Data Set for Entity-Centric Extractive Summarization
22
Experimental
11 pradeepdev-1995/Text-summarization-natural-language-processing

Text summarization refers to the technique of shortening long pieces of...
21
Experimental
12 Geo-y20/Text-Summarization-in-Arabic

This project was developed as part of the AIC Competition sponsored by MTC...
20
Experimental
13 Mozeel-V/wordnet-summarization

An extractive text summarization system that leverages WordNet's semantic...
19
Experimental
14 musstafa08-bug/Text-Summarizer

Text summarization is the problem of creating a short, accurate, and fluent...
18
Experimental
15 akshayakp97/TL-DR

An end-to-end event extraction and summarization system.

15
Experimental
16 jointhedragons/NLP-Text-Summarization

program that takes a text and gives a summary on the content.
15
Experimental
17 unicamp-dl/corpus2question

Using questions to summarize large amounts of textual data.
15
Experimental
18 colombomf/text-summarizer

Python scripte for text summarization using NLTK
14
Experimental
19 Ekanth-Sai/Text-Summarization-and-information-extraction

This project focuses on developing advanced algorithms for automatic text...
14
Experimental
20 BaohaoLiao/NLP-reproduction

Offer straightforward guidance to reproduce the results of NLP papers.
12
Experimental
21 linto-ai/linto-platform-nlp-extractive-summarization

LinTO's NLP service: Extractive Summarization
12
Experimental
22 arpitkumar2004/Text-Summarizer-Project

This project is an end-to-end deep learning-based text summarization system...
12
Experimental
23 ShristiShrestha/Summarize-Mobile-App-Reviews

Analyzed the Chain of Density Prompting technique for summarizing mobile...
11
Experimental
24 Pavansomisetty21/NLP-Tasks-using-spaCy

we implement nlp tasks like Text summarization , named entity Recognition...
11
Experimental
25 masoudshahrian/NLP-Code

About Statistical and Semantical Text Summarizer in Persian Language

11
Experimental
26 getcoder-top/Data-Abstraction-Using-MLProject

Data Abstraction and Text Summerisatioon Using NLP
11
Experimental
27 2HR3Y/Text-Summarization-Using-NLP

"Text Summarization Using NLP" is a Python repo employing spaCy for concise...
10
Experimental