Projects in Awesome Lists tagged with textsummarization

https://github.com/harunurrashid97/100-Days-Of-ML-Code

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

100-days-of-code 100daysofmlcode article data-preprocessing data-science datascience decision-tree eda exploratory-data-analysis implementation infographics linear-regression machine-learning machine-learning-algorithms python regression-algorithms siraj-raval-challenge textsummarization tutorials vizualization

Last synced: 19 Jul 2025

https://github.com/sukanyabag/text-summarization-using-bert-gpt2-xlnet

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

bert-model data-science gpt-2 huggingface-transformers machine-learning natural-language-processing textsummarization transfer-learning xlnet

Last synced: 24 Apr 2025

https://github.com/hediyeorhan/summarizingtextwithnlp

beatifulsoup natural-language-processing nlp nlp-library nlp-projects nlp-python nltk python requests textsummarization

Last synced: 30 Aug 2025

https://github.com/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-model multi-document-summarization nlp t5 t5-model textsummarization transformer vietnamese vietnamese-nlp

Last synced: 01 Sep 2025

https://github.com/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.

ai aiwebapp artificialintelligence digitalart huggingfaceapi javascript opensource textsummarization texttoimage webdevelopment webtech

Last synced: 01 Apr 2025

https://github.com/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.

artificial-intelligence beautifulsoup lsa machine-learning nltk python requests text-classification text-mining-analysis textsummarization tf-idf

Last synced: 01 May 2026

https://github.com/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.

chromadb document-analysis llm local-llm modular-ai multilingual-ai-model nlp offlineai ollama opensource-ai rag textsummarization

Last synced: 09 May 2026

https://github.com/visheshc14/acm-vit-submission

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

decryption encryption machine-learning predictive-analysis predictive-analytics predictive-maintenance predictive-modeling textsummarization

Last synced: 05 May 2026

https://github.com/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.

bert natural-language-processing pegasus python textsummarization

Last synced: 15 May 2026

https://github.com/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.

beautifulsoup bert dataset-creation dialogflow flask llama2 ngrok textclassification textsummarization transformers webscraping

Last synced: 18 Feb 2026

https://github.com/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

chatgpt datascience deeplearning machinelearning naturallanguageprocessing textsummarization transformermodel

Last synced: 16 Apr 2026

https://github.com/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.

abstrative-text-summarization documentation-tool end-to-end-machine-learning end-to-end-project extractive-question-answering extractive-summarization natural-language-processing natural-language-understanding naturallanguageprocessing nlp nlp-machine-learning question-answering summarization textsummarization tfidf

Last synced: 03 Jan 2026

https://github.com/mtalhaofc/ai_text_summarizer

Super Summarizer 3000 is an AI-powered web app that takes long-form text and condenses it into easy-to-understand summaries — perfect for students, writers, researchers, and knowledge seekers. Built using modern web technologies and a backend powered by Node.js and Express.

ai api css express expressjs html html-css-javascript node nodejs postman text-classification textsumarizer textsummarization

Last synced: 11 Apr 2026

https://github.com/prarthana-singh/youtube-ai-notes

YouTube AI Notes Converter is an intelligent tool that automatically extracts transcripts from YouTube videos and converts them into clean, structured notes using Generative AI. It simplifies learning by summarizing long videos into digestible written content – perfect for students, researchers, and lifelong learners.

aiprojects generativeai googlegemini langchain python streamlit textsummarization youtube

Last synced: 06 May 2026

https://github.com/jarif87/article-summarizer

Efficient Text Summarization: Generating Concise Highlights

blurr deep-learning fastai hugginface python textsummarization transformer

Last synced: 13 Apr 2026

https://github.com/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

chatgooglegenerativeai data-extraction dataextractor gemini-api gemini-pro google-generative-ai information-extraction information-retrieval langchain large-language-model large-language-models llms natural-language-processing nlp prompt prompt-engineering question-answering question-generation textsummarization webpage-extractor