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GitHub topics: extractive-summarization

sreeraj-sudhakaran/Information-Summarizer-Powered-by-Wikipedia

A powerful tool to generate concise summaries from Wikipedia articles using both extractive and abstractive summarization techniques. The project integrates NLP models like BART and PEGASUS to provide quick, readable content for users seeking fast insights.

Language: Jupyter Notebook - Size: 1.69 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 1 - Forks: 0

AkshayPanchivala/fast-ai-text-summary

fast-ai-text-summary is a lightweight and blazing-fast Node.js package that summarizes large blocks of text into concise, meaningful sentences using basic NLP and frequency-based extractive summarization. Ideal for chatbots, content previews, reports, and AI assistants. Easy to use and customizable.

Language: JavaScript - Size: 141 KB - Last synced at: 25 days ago - Pushed at: 29 days ago - Stars: 1 - Forks: 0

dmmiller612/bert-extractive-summarizer

Easy to use extractive text summarization with BERT

Language: Python - Size: 145 KB - Last synced at: 30 days ago - Pushed at: almost 2 years ago - Stars: 1,426 - Forks: 309

JetBrains-Research/pubtrends-review

Automatic generation of reviews of scientific papers

Language: Jupyter Notebook - Size: 511 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 29 - Forks: 4

HHousen/TransformerSum

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

Language: Python - Size: 11.7 MB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 430 - Forks: 57

dmmiller612/lecture-summarizer

Lecture summarization with BERT

Language: Python - Size: 271 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 151 - Forks: 39

sidedwards/ai-video-summarizer

An AI-powered tool for transcribing, summarizing, and creating smart clips from video and audio content.

Language: Python - Size: 229 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 19 - Forks: 6

OpenSUM/CPSUM

[COLING 2022] Code and Data Repo for Paper "Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization"

Language: Python - Size: 16.6 KB - Last synced at: 3 days ago - Pushed at: about 2 years ago - Stars: 57 - Forks: 2

david-wb/bert-text-summarizer

A BERT-based text summarization tool

Language: Python - Size: 28.3 KB - Last synced at: 12 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2

bojadlabalaji/Automated-Summary-Video-Generation

By utilizing advanced Natural Language Processing (NLP) pipelines and state-of-the-art video editing techniques, this project produces concise and informative summaries that effectively capture the essence of the original content through extractive summarization.

Language: Jupyter Notebook - Size: 28.4 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

FarrelAD/Simple-Extractive-Text-Summarization

A simple project extractive text summarization that can extract meaningful information from a collection of document πŸ“„. Use technique TF-IDF vectorization and cosine similarity

Language: Jupyter Notebook - Size: 62.5 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

NikhilChaudhary1/Text-Summarizer

A Python-based application for summarizing text using Extractive (TF-IDF) and Abstractive (T5 Transformer) techniques. Features an intuitive Streamlit UI for seamless interaction. Simply paste your text, choose a summarization type, and get concise summaries instantly!

Language: Python - Size: 3.91 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

kromme/Teams-Notetaker

Let AI create the notes of your Teams Meeting

Language: Python - Size: 55.7 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 31 - Forks: 4

ianarawjo/chatgpt-extractive-shortener

Shortens a paragraph of text with ChatGPT, using successive rounds of word-level extractive summarization.

Language: Python - Size: 118 KB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 3

NotXia/biomed-ext-summ

Biomedical extractive summarization

Language: Python - Size: 156 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

rhfdn/SummaRuNNer

This repository presents an in-depth study of SummaRuNNer (ablation and replacement study) and also presents SummaRuNNer's results on NYT50 and part of the French wikipedia, as well as the influence of the length of the summary in relation to the document on performance.

Language: Jupyter Notebook - Size: 6.54 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

cadmiumcr/summarizer

A collection of summarizer algorithms

Language: Crystal - Size: 81.1 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 2

Santosh-Gupta/ScientificSummarizationDataSets

Datasets I have created for scientific summarization, and a trained BertSum model

Language: Jupyter Notebook - Size: 830 KB - Last synced at: 13 days ago - Pushed at: over 5 years ago - Stars: 115 - Forks: 9

hpzhao/SummaRuNNer

The PyTorch Implementation of SummaRuNNer

Language: Python - Size: 175 MB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 255 - Forks: 81

Hellisotherpeople/CX_DB8

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

Language: Python - Size: 6.21 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 226 - Forks: 26

codeasarjun/docBuddy

DocBuddy is a Flask web app that lets users upload and interact with PDF files by summarizing content, suggesting keywords, and providing a basic Q&A feature, all through an intuitive interface.

Language: HTML - Size: 416 KB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

transitive-bullshit/text-summarization

Automagically generates summaries from html or text.

Language: JavaScript - Size: 326 KB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 66 - Forks: 20

munas-git/text-summarization-webapp

Extractive, Abstractive text/document summarizing system with Flask, capable of suggesting topics, detecting language, summary download and text-to-speech.

Language: CSS - Size: 28.7 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

luopeixiang/awesome-text-summarization

Text summarization starting from scratch.

Size: 5.86 KB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 94 - Forks: 17

RahulJ15/image-pdf-ocr-translation-app

This project is a versatile Optical Character Recognition (OCR) and translation tool designed to process both images and PDF documents and leveraging NLP to translate the text into different languages and give users an option to summarize the contents of a document in their prefered language

Language: Python - Size: 53.7 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 6 - Forks: 1

saitej-a/Infosys_text_summarizer

text-summarizer converts long data into piece of cake

Language: Jupyter Notebook - Size: 16 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

griff4692/clin-sum

Analysis of Hospital-Course Summaries

Language: Python - Size: 336 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

Lainshower/Img3Sum

summarize and translate text of the image into 3 sentences

Language: Python - Size: 12.1 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

nianlonggu/MemSum

Code for ACL 2022 paper on the topic of long document summarization: MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes

Language: Jupyter Notebook - Size: 80.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 43 - Forks: 16

botondbarta/HunSum

Complimentary code for our paper From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization

Language: Jupyter Notebook - Size: 457 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 0

JoshuaNorris/Document-Text-Summarization

an extractive-based Text Summarizer making a summary out of sentences of great importance

Language: Java - Size: 9.41 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

linto-ai/linto-platform-nlp-extractive-summarization

LinTO's NLP service: Extractive Summarization

Language: Python - Size: 51.8 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

LaurentVeyssier/Unsupervised-Text-Summarizer-using-Extractive-method

This module summarizes any text using extractive summarization, an unsupervised technique.

Language: Jupyter Notebook - Size: 146 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 5

Tixierae/offline_meeting_summarization

Language: R - Size: 6.51 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0

Samreen-Kazi/automatic_text_summarization

Automatic text summarization, or just text summarization, is the process of creating a short and coherent version of a longer document.

Language: Jupyter Notebook - Size: 2.21 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

ngiambla/syn_sugar

Extracting topics using rules.

Language: PureBasic - Size: 888 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

aswinap13/MeetShort

Automatic Meeting Summarizer - Provide Speaker wise abstractive and extractive summary of meetings, given the audio input of meeting recording.

Language: JavaScript - Size: 9.22 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

tm4roon/use-cases-of-bert

Use-cases of Hugging Face's BERT (e.g. paraphrase generation, unsupervised extractive summarization).

Language: Jupyter Notebook - Size: 105 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 20 - Forks: 3

tm4roon/use-cases-of-universal-sentence-encoder

Use-cases of Google's Universal Sentence Encoder (e.g. sentence similarity, unsupervised extractive summarization).

Language: Jupyter Notebook - Size: 189 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 2

0M1J/TextSummarization

Implementation of various Extractive Text Summarization algorithms.

Language: Python - Size: 14.6 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ckoshka/pithy

Ultra-fast, spookily accurate text summarizer that works on any language

Language: Rust - Size: 809 KB - Last synced at: about 4 hours ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 1

aashay15/Extractive-Video-Text-Summarizer

Simple Extractive Text Summarization using SpaCy, using a frequency model

Language: Python - Size: 15.6 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 0

Rishabbh-Sahu/extractive_summarization

Extractive summarization based on significant sentence present in the article. Significant sentences can be found based on word frequency count. Spacy library used for text pre-processing.

Language: Jupyter Notebook - Size: 4.04 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

AF011/Text_Summarizer

Text Summarizer Application using Django

Language: CSS - Size: 226 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Tixierae/gow_tools

Functions for creating and analyzing word co-occurrence networks in Python and R

Language: R - Size: 15.6 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 6

vgupta123/sumpubmed

SUMPUBMED: Summarization Dataset of PubMed Scientific Article

Size: 339 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 23 - Forks: 3

acatovic/textrank

Simple and clean Python implementation of TextRank as per seminal paper by Rada Mihalcea and Paul Tarau. This implementation performs both keyword extraction as well as text summarization.

Language: Python - Size: 9.77 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 1

shubhambalyan/medical-document-extractive-summarization

Project to produce high quality multi document article summaries by taking into account the generic components of an article within a specific domain.

Language: C++ - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 0

NeelKanwal/Attention-based-clinical-note-summarization

A new approach to extract clinical summaries from discharge notes

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 2

JuJu2181/Automatic-Nepali-Speech-Recognition-and-Summarizer

A system capable of converting Nepali speech to text and generate summary of text

Language: Jupyter Notebook - Size: 288 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2

deepankar27/ML_Tutorials

Extractive Text Summerization

Language: Jupyter Notebook - Size: 220 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

pclightyear/College_Application_Summarization

Generate summary for college application to aid the review process of the committee

Language: Jupyter Notebook - Size: 282 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

rojagtap/extractive_summarizer

Extractive Text Summarization using Term Frequency (Winning Solution for the Smart India Hackathon 2019. Problem Statement: Leveraging Technology to Improve Customer Experience, by Future Generali Insurance)

Language: Python - Size: 4.44 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

HHousen/ArXiv-PubMed-Sum

A script to process the ArXiv-PubMed dataset.

Language: Python - Size: 301 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 9 - Forks: 2

Espresso-AI/bertsum

New Implementation of BertSum for extractive summarization

Language: Python - Size: 789 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Espresso-AI/bertsum-korean

KoBertSum: AI Hub λ¬Έμ„œμš”μ•½ ν…μŠ€νŠΈμ—μ„œ ν•™μŠ΅λœ BertSum 기반의 ν•œκ΅­μ–΄ μš”μ•½ λͺ¨λΈ

Language: Python - Size: 710 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

saibattula93/Text-summarization-project

Automating text summarization using machine learning techniques. Utilizing the Samsum dataset, our model generates concise summaries while retaining key information. Improves content comprehension and efficiency for information retrieval, content curation, and productivity enhancement.

Language: Jupyter Notebook - Size: 27.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

theGuyWithBlackTie/Text-Summarization

This is an extractive based text summarization.

Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 8

Vicky1-bot/Text-summarizer-using-NLP

Automatic summarization is the process of shortening a text document with software, in order to create a summary with the major points of the original document. Technologies that can make a coherent summary take into account variables such as length, writing style and syntax.

Language: Python - Size: 16.6 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

kiankd/rl_extractive

Final project for reinforcement learning at McGill - on extractive summarization.

Language: Python - Size: 1.83 MB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 2

abdullah-abunada/bert-extractive-summarizer Fork of dmmiller612/bert-extractive-summarizer

Easy to use extractive text summarization with AraBERT

Language: Python - Size: 56.6 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

achen353/TransformerSum

BERT-based extractive summarizer for long legal document using a divide-and-conquer approach

Language: Python - Size: 11.7 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ShristiK/Text-Summarization

Automatic Text Summarization using a Graph Theoretic Approach

Language: Jupyter Notebook - Size: 484 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 2

luizsci42/Sumarizador-Legba-PIBIC-2019

CΓ³digo fonte da aplicaΓ§Γ£o desenvolvida no meu PIBIC de 2019 a 2020, orientado pelo professor Dr. Hendrik Macedo. Este cΓ³digo executa a aplicaΓ§Γ£o localmente.

Language: CSS - Size: 32.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

caomanhhaipt/Extractive-Multi-document-Summarization

Extractive Multi-document Summarization

Language: Perl - Size: 206 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 3

Aytijha/ASKiT-QA

ASKiT-QA : A knowledge-base based Extractive Question-Answering system

Language: Jupyter Notebook - Size: 849 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

azinit/rezak-summarizator

Rezak - ΡΠΎΠΊΡ€Π°Ρ‰Π°Ρ‚Π΅Π»ΡŒ тСкста

Language: TypeScript - Size: 1.61 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

SC4RECOIN/BERT-summarizer

Text Summarization with Pretrained Encoders

Language: Python - Size: 26.4 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 9 - Forks: 1

Pulakpj9/Speech-Recognition-and-analysis

In this project a streamlit app is created in which user can upload any english language audio file to get its transcripts, sentiment analysis report, list of statements according to its nature like positive, negative or neutral and at last extractive summary of the whole audio.

Language: Python - Size: 4.53 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

deokarniharika/textShift

Summarize Text

Language: Jupyter Notebook - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

siddg97/LH2020

Hackathon submission for LifeHacks 2020. Extractive text summarization using the Word-Rank Algorithm and unsupervised learning. Backend made using Flask and frontend made using ReactJS

Language: JavaScript - Size: 1.53 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 3

codequipo/TheDailyNews

Source based extractive summarizer web-app and chatbot.

Language: JavaScript - Size: 30.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 4

aj-naik/Text-Summarization

Abstractive and Extractive Text summarization using Transformers.

Language: Jupyter Notebook - Size: 163 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 58 - Forks: 8

cordelia-io/centroid-summarizer Fork of gaetangate/text-summarizer

Python package for extractive text summarization using centroid distance

Language: Python - Size: 88.9 KB - Last synced at: 9 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

sudips413/NepaliSpeechRecognitionandSummarizer

This system is currently in prototype phase. This system can perform speech-to-text with WER at 0.4 approx.

Language: JavaScript - Size: 1.44 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ramachandra742/Text-Summarization-projects

Text-Summarization using Python

Language: Jupyter Notebook - Size: 715 KB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

MengChiehLiu/AI_CUP_2022_Argument_Detection

This is an NLP task from AI CUP 2022. We redefine this task into an extractive summarization task, which can also be regarded as a sentence classification task. By calculating scores for each sentence, we decompose sentences and recompose sentences with high scores into the arguments.

Language: Jupyter Notebook - Size: 9.92 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

Davide-1998/Extractive_summarization_framework

Language: Jupyter Notebook - Size: 628 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

mit-ll/Weak-Learning-Summarization

This repository contains scripts for a weak learning summarization pipeline in Arabic and English.

Language: Python - Size: 91.8 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

amr4i/Query-Biased-Multi-Document-Abstractive-Summarisation

Implementation for multi-document query-based abstractive summarisation

Language: q - Size: 15.2 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 3

DanilDmitriev1999/extractive_summarization

ΠŸΡ€ΠΎΠ΅ΠΊΡ‚ ΠΏΠΎ курсу Π€ΠΈΠ·Ρ‚Π΅Ρ…Π° "ΠœΠ΅Ρ‚ΠΎΠ΄Ρ‹ ΠΎΠΏΡ‚ΠΈΠΌΠΈΠ·Π°Ρ†ΠΈΠΈ". Π‘ΡƒΡ‚ΡŒ ΠΏΡ€ΠΎΠ΅ΠΊΡ‚Π° Π·Π°ΠΊΠ»ΡŽΡ‡Π°Π΅Ρ‚ΡΡ Π² исслСдовании ΠΌΠ΅Ρ‚ΠΎΠ΄ΠΎΠ² extractive summarization.

Language: Jupyter Notebook - Size: 528 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

morningmoni/FAR

Facet-Aware Evaluation for Extractive Summarization, ACL 2020

Language: Jupyter Notebook - Size: 1.3 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 0

garimachhikara128/Summarization-Bias

Language: Python - Size: 364 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

the-black-knight-01/NLP-Models-Tensorflow Fork of huseinzol05/NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

Language: Jupyter Notebook - Size: 44.7 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 3

talha1503/Extractive_Text_Summarization

Extractive text summarization using various algorithms

Language: Jupyter Notebook - Size: 1.64 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 1

jannat0718/Text-Summarizations-

Using various NLP libraries for Text Summarization

Language: Jupyter Notebook - Size: 87.9 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

kni9ht/Hindi-Text-Summarization

A python implementation of extractive summarization of text in Hindi.

Language: Python - Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

samehsy/extractive-text-summarization

an extractive text summarization model for arabic language

Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

maks5507/elsa

ELSA combines extractive and abstractive approaches to the automatic text summarization

Language: Python - Size: 29.1 MB - Last synced at: 6 months ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

MorenoLaQuatra/SumTO_financial_summarization

The repository include the evaluation code for the SumTO summarization system proposed for the FNS 2020 Shared Task

Language: Python - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 2

chandraseta/paparazzi-id

Wiki profile updater for Indonesian figures using Bidirectional-GRU for extractive summarization

Language: Python - Size: 11.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

ai4ki/summarization

Tools for document summarization

Language: Jupyter Notebook - Size: 81.1 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

rdev12/Financial-Narrative-Summarization

Identifies and summarises the narrative information of the annual financial reports.

Language: Jupyter Notebook - Size: 276 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

FeiSun/Pointer4Summ

Pointer network for extractive summarization

Language: Python - Size: 37.1 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 5

gdsc-pdeu/Extractive-Video-Text-Summarizer

Simple Extractive Text Summarization using SpaCy, using a frequency model

Language: Python - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Murgio/TextRank-Directed-Graph

unsupervised graph-based ranking model

Language: Jupyter Notebook - Size: 155 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 6

bmistry12/text-summarisation

Final Year Project: Finding the Optimal Summary By Combining Extractive and Abstractive Summarisation Methods.

Language: Jupyter Notebook - Size: 22.8 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

pvgladkov/density-peaks-sentence-clustering

Density Peaks Sentence Clustering

Language: Python - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

thingumajig/qa-prototype

qa prototype

Language: Jupyter Notebook - Size: 69.3 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

jaotheboss/Extractive-Summariser

This project aims to develop a script that could effectively summarise articles in the extractive sense

Language: Python - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

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extractive-summarization 105 summarization 33 nlp 28 text-summarization 23 abstractive-summarization 18 natural-language-processing 17 extractive-text-summarization 13 machine-learning 13 python 12 pytorch 9 bert 9 python3 7 flask 7 nltk 6 deep-learning 6 textrank 5 summarizer 5 nlp-machine-learning 5 video-summarization 4 bert-model 4 pegasus 4 textsummarization 4 transformers 4 text-mining 4 bertsum 3 sumbasic 3 reactjs 3 spacy-nlp 3 tensorflow 3 keyword-extraction 3 speech-recognition 3 api 3 gensim 3 streamlit 3 text 3 bart 3 reinforcement-learning 3 question-answering 3 pubmed 3 automatic-summarization 3 roberta 3 speech-to-text 3 automatic-text-summarization 3 spacy 3 text-rank 2 dataset 2 relevant-content-suggestion 2 lexrank 2 summary 2 universal-sentence-encoder 2 language-detection 2 summarunner 2 natural-language-understanding 2 extractive-question-answering 2 artificial-intelligence 2 nepali 2 ocr 2 cosine-similarity 2 tf-idf 2 jupyter-notebook 2 clustering 2 text-summarizer 2 nodejs 2 javascript 2 pagerank 2 content-summarizer 2 ai 2 r 2 arabic-nlp 1 extraction 1 sentence-classification 1 mongodb 1 sentence-transformers 1 keras-neural-networks 1 knn 1 react-bootstrap 1 text-summariser 1 aws 1 text-summarisation 1 fastapi 1 gpt2 1 led 1 longformer 1 prototype 1 t5 1 xlnet 1 extractive-summarisation 1 sentence-positions 1 multi-document-summarization 1 mmr 1 centroid 1 wikimedia-api 1 revealjs 1 reveal-js 1 api-server 1 graph-theory-algorithms 1 connected-dominating-set 1 legal-documents 1 divide-and-conquer-approach 1 divide-and-conquer 1