GitHub topics: textsummarization

AnjaliDharmik/Text--Summarizer

Document Summarizer using GPT-2 Transformer explore summarization using the transformer model with the implementation of transformer decoder (GPT-2) from scratch

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TTWJOE/dr-x-nlp-pipeline

A fully offline NLP pipeline for extracting, chunking, embedding, querying, summarizing, and translating research documents using local LLMs. Inspired by the fictional mystery of Dr. X, the system supports multi-format files, local RAG-based Q&A, Arabic translation, and ROUGE-based summarization — all without cloud dependencies.

Language: Python - Size: 9.92 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

ksm26/dr-x-nlp-pipeline

A fully offline NLP pipeline for extracting, chunking, embedding, querying, summarizing, and translating research documents using local LLMs. Inspired by the fictional mystery of Dr. X, the system supports multi-format files, local RAG-based Q&A, Arabic translation, and ROUGE-based summarization — all without cloud dependencies.

Language: Python - Size: 9.92 MB - Last synced at: 20 days ago - Pushed at: 23 days ago - Stars: 2 - Forks: 0

ahmedsamir45/NLP-Project

NLP projects

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AnnaVerbytska/BBC-News-Sentiment-GenAI

Topic Modelling, Text Summarization, and Aspect-Based Sentiment Analysis (ABSA) of BBC News fetched from BigQuery with transformers and LLMs

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SubhamIO/youtube-website-summarizer

Summarize content from YouTube videos or websites in a more detailed manner

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

ajordan2984/-DEPRECATED--MeaningCloudCoreSharp

Library for the MeaningCloud API, see https://www.meaningcloud.com/

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ajordan2984/-DEPRECATED--SmmryCoreSharp

Library for the Smmry API, see http://smmry.com/

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Pavansomisetty21/Transforming-Webpages-into-Knowledge-Advanced-NLP-Insights-with-LLMs-and-LangChain-

In this Project We perform NLP tasks like QA Pair Generation, Question Answering, Text Summarization and Data Extraction from webpages using Large Language Models (Like Gemini ) and Langchain

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PaletiKrishnasai/Dialogue-Summarizer

Dialogue Summarization application hosted using AWS and CICD deployment with docker and FASTAPI. Model card created in HuggingFace and a deployed on HuggingFace Spaces.

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gopireddy99/Text_Summarization_NLP

Text Summarization using Pytextrank and sumy libararies in NLP

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teja-1403/TextSummarization-Using-PEGASUS-BART

A text summarization project leveraging the PEGASUS and BART models for news article summarization. The project compares their performance based on ROUGE and Average Precision metrics. PEGASUS was fine-tuned for this task, while BART was evaluated without fine-tuning.

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hediyeorhan/SummarizingTextWithNLP

Language: Python - Size: 15.6 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

Matin-Rasoulzad/Article-Summarization-Using-RNN

This project is an Article Skimmer and Summarizer. It has been developed using a 1D Convolutional Neural Network (CNN).

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codeasarjun/makeiteasy_v1

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SURESHBEEKHANI/Text-Summarization-End-to-End-NLP-Projects

End-to-End Text Summarization NLP Projects typically involve building and deploying systems to automatically summarize large text inputs into concise and coherent summaries. These projects integrate multiple stages of Natural Language Processing (NLP), model engineering, and deployment. Below is a detailed description

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Munya-Marinda/huggingface-inference-api-with-javascript

This website utilizes the Hugging Face API to generate image descriptions based on user-provided text input. The application is built with HTML, CSS, and JavaScript, and it leverages the facebook/bart-large-cnn model for generating textual summaries.

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Again10101/Chinese-text-summarization-based-on-deep-learning

Language: Python - Size: 1.32 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

nicolay-r/ViLongT5

LongT5-based model pre-trained on a large amount of unlabeled Vietnamese news texts and fine-tuned with ViMS and VMDS collections

Language: Python - Size: 3.38 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

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.

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harunurrashid97/100-Days-Of-ML-Code

A day to day plan for this challenge. Covers both theoritical and practical aspects

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ahmedsamir45/tytopya

text summarization and chat bot

Language: Python - Size: 2.89 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

jarif87/Article-Summarizer

Efficient Text Summarization: Generating Concise Highlights

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amirhosseinazami1373/Scinetific-Text-Summarizer

This summarizer generates short summaries of scientific articles from Google Scholar using the power of the affordable GPT-3.5-turbo.

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prathmeshbankar03/Wikipedia-Voice-Assistant

A Desktop Application Made using PyQt5 GUI Toolkit.

Language: Python - Size: 6.84 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1

BNTechie/Implementation-of-Large-Language-Model

Implementation of Large Language Model in NER, text summarization, sentimen analysis in Python

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AmirTahaMim/SumSimple

SumSimple is a FastAPI-based text summarization service using traditional, non-LLM algorithms like SumBasic, Luhn, Edmundson, LexRank, TextRank, and LSA.

Language: Python - Size: 9.77 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 16 - Forks: 0

FawwazRaza/Medical-Conversation-Analysis-Tool

This project provides a comprehensive suite of tools for processing and analyzing medical conversations between doctors and patients. It leverages cutting-edge natural language processing techniques to transcribe audio, classify speaker roles, and generate concise summaries.

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AkshayAcharyaN/Text_Summarizer_ChatBot

PDF Text Summarization and Q&A Chatbot This project is a Streamlit-based web application that allows users to upload PDF documents, extract and summarize their text content, and interact with a Q&A chatbot to get answers related to the document.

Language: Python - Size: 65.4 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

YomnaEskander/NAS-A-News-Analysis-Chatbot-

We developed a system to streamline the news consumption process, providing a seamless and smooth user experience. Using a chatbot interface, the system delivers analyzed and summarized daily news from trusted sources.

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omarkhaled00/Text_summarization-

Using T5 transformer for text summarization

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HasnainRzza/Article-Summarizer-Using-AI

This repository conatins two versions of text summarizer tool , one using GenAI and other using Extractive-Summariztion technique which is more simple that to GenAI one which encompasses some more advanced features

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saimj7/ChatDOCx

A domain specific chatbot powered by Hugging Face and Python.

Language: Python - Size: 354 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

kwonionsoup/TedTalk-Popularity-Prediction

applied advanced machine learning techniques to predict the popularity of TED Talk

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muratali016/Document-ChatGPT

Document based ChatGPT

Language: Python - Size: 22.5 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 3

camara94/Analyse_semantique_latente

Cet article passe en revue l'analyse sémantique latente (LSA), une théorie de la signification ainsi qu'une méthode pour extraire ce sens de passages de texte, basée sur des statistiques calculs sur un ensemble de documents. LSA comme théorie du sens définit un espace sémantique latent où les documents et les mots individuels sont représentés sous forme de vecteurs. LSA en tant que technique de calcul utilise l'algèbre linéaire pour extraire les dimensions qui représentent cet espace. Cette représentation permet le calcul de la similarité entre les termes et les documents, la catégorisation des termes et documents, et résumé de grandes collections de documents en utilisant procédures automatisées qui imitent la façon dont les humains effectuent des tâches cognitives similaires. Nous présentons quelques détails techniques, divers exemples illustratifs et discutons d'un nombre de candidatures en linguistique, psychologie, sciences cognitives, éducation, sciences de l'information et analyse de données textuelles en général.

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LewPeng97/Process-Data-of-LCSTS

针对LCSTS数据集，目前有两种预处理方式。

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VivekKarjule/Text-Summarization-Using-Huggingface-Transformer

Language: Python - Size: 3.91 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Jay-Suthar/TEXT-SUMMARIZATION-USING-BART-T5-PROPHETNET-PEGASUS

TEXT SUMMARIZATION USING -> BART-T5-PROPHETNET-PEGASUS on indic_dataset

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AF011/Text_Summarizer

Text Summarizer Application using Django

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sukanyabag/Text-Summarization-using-BERT-GPT2-XLNet

This notebook leverages Transfer Learning Algorithms and standard NLP procedures to summarize a given paragraph meaningfully.

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akmeraki/Text-summarization

This repository contains code to do text summarization and end-to-end deployment cycle

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oakhamis/Web_Social_Media_Analysis

Exploring the 2021 AAPI movement using Twitter and news data.

Language: Python - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dl-sdu/Sports-News-Writer

A writer that can generate news after a game using live texts.

Language: Python - Size: 3.03 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 25 - Forks: 17

abdulsam/NLP_Projects_HuggingFace

NLP with Transformers and HuggingFace

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deepankar27/ML_Tutorials

Extractive Text Summerization

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arvndms/project

NLP Mini project

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Shashankappu/Summarify

Summarify - Text Summarization App Summarify is an Android application designed to provide text summarization functionality. It allows users to input text and receive a concise summary of the content.

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Weili-NLP/pointer-generator Fork of abisee/pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

Language: Python - Size: 54.7 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

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.

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ebenso/TextSummarizer

TextRank implementation for C#

Language: C# - Size: 86.5 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 50 - Forks: 16

musstafa08-bug/Text-Summarizer

Text summarization is the problem of creating a short, accurate, and fluent summary of a longer text document

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buddhadeb33/Text-Summarization-Attention-Mechanism

Developed Text Summarizer which is built with Flask(RestAPI) and deployed on Heroku (PAAS) using the LSTM model and Attention Mechanism, got an accuracy of 87.82% as only 1,00,000 records for training and testing sets.

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varadtote/Data-Summarization-Honors

Language: Python - Size: 5.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

MHassaanButt/newspaper-scraping

Atomically Newspaper Scrapping Using Beautiful Soup. Only three Categories of news are scraped including national, international and latest. News Summarization, Text Classification, Sentimental Analysis, WordCloud and many more NLP stuff is included.

Language: Python - Size: 2.6 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

saqib772/Natural-Language-Processing-NLP-

Develop models that can understand and interpret human language. This can involve projects such as sentiment analysis, text classification, and language translation.

Language: Python - Size: 15.6 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

visheshc14/ACM-VIT-Submission

Predictive Data Analysis & Text Summarization Using Machine Learning. ACM-VIT Recruitment Task Submission

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nakhunchumpolsathien/TR-TPBS 📦

A Dataset for Thai Text Summarization with over 310K articles.

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acheamponge/VERSUZ

A Hiphop v. Literature project to demonstrate using NLP that Hip-Hop is a form of literature and rap artists are literary geniuses.

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zh3389/TextSummary

文本摘要 + TextRank4 + docker

Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

pemagrg1/text_summarization

various ways to summarise text using the libraries available for Python: pyteaser, sumy, gensim, pytldr, XLNET, BERT, and GPT2.

Language: Python - Size: 42 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 11

gs146/NLP-deployment-heroku-Text-summarizer-

Summarize any text from an article, journal, story and more by simply copying and pasting that text.

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iam-mhaseeb/Text-Summarization-on-Tennis-Articles 📦

Implementation of automatic Text Summarization using TextRank algorithm on tennis article.

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LunaticPrakash/Text-Summarization

Using Spacy and NLTK module with Tf-Idf algorithm for text-summarisation. This code will give you the summary of inputted article. You can input text directly or from .txt file, .pdf file or from wikipedia url.

Language: Python - Size: 324 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 6

shreyasbhat0/TextSummarizer 📦

Web Application for Text Summarization using Lexrank Algorithm

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QiutingWang/NLP

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damminhtien/text-summarize

Text summarize implement by text rank algorithms for vietnamese (PHP)

Language: PHP - Size: 26.4 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2

vjanu/Text_Summarization_with_NLP

Text Summarization using NLP techniques

Language: Python - Size: 194 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

eldinsahbaz/Text_Summarization

Sequence-to-Sequence Deep Learning approach to text summarization

Language: Python - Size: 97.7 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 2

deepak2233/Text_Summarization_Extractive_Abstractive

Implemented Text Summarization by using Text Ranking(simple graph based technique) and Sq2Sq Encoder Decoder Model

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AindriyaBarua/NewsInShort-Document-merging-and-summarization

Automated document merging and extractive summarization to take in a search query and provide a crisp version of the news article from over 5 reputed sources. Supported in various languages

Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

amdnsr/machinelearningapps

Flask frontend for ML-Apps, a collection of text-summarization, caption-generation and cartoonization services.

Language: Python - Size: 86.2 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

amdnsr/mlmodelsapi

FastAPI backend for ML-Apps, a collection of text-summarization, caption-generation and cartoonization services.

Language: Python - Size: 85.1 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

jayden5744/Conference_Transcript_Summary

Dacon: AI 기반 회의 녹취록 요약 경진대회

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srsanghavi/NLP-project Fork of shraddhaphadnis/NLP-project

Automatic News Article Summarization using unsupervised algorithms

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