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miso-belica /sumy

Sponsor

Star3.6k

Module for automatic summarization of text documents and HTML pages.

python nlp pagerank-algorithm text-extraction reduction summarization html-page summary lsa sumy textteaser summarizer html-extraction html-extractor

UpdatedMay 16, 2024
Python

YouTube Transcript Summarization over Flask: This back-end uses Flask framework to receive API calls from the client and then respond with the summarized text response. This API can work only on those YouTube videos which has well-formatted closed captions in it. The same backend also hosts a web version of the Summarizer.

nlp flask python3 flask-application gensim sumy flask-api nlp-machine-learning spacy-nlp nltk-python flask-webapp

UpdatedJun 20, 2023
Python

pemagrg1 /text_summarization

Star15

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

python nlp natural-language-processing library text-summarization summarization gensim sumy textsumarizer textsummarization pyteaser pytldr gpt-2 xlnet multilanguage-summarizer summarize-library bert-text-summary

UpdatedMar 7, 2022
Python

metalaman /Scripts-for-extractive-summarization

Star13

Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.

text-summarization gensim lsa sumy extractive-summarization bleu-score rouge-evaluation extractive-text-summarization pyteaser

UpdatedApr 7, 2017
Jupyter Notebook

ShubhamMandowara /Text_summarization

Star13

Text summation using python, deep learning, machine learning, transformer, huggingface, openai and langchain

transformers openai text-summarization sumy text-summarizer machine-learning-projects text-summarisation streamlit vector-database deep-learning-projects streamlit-app llm text-summary generative-ai langchain langchain-python

UpdatedNov 26, 2024
Jupyter Notebook

DataSenseiAryan /NLPJenny

Star12

This is a Natural Language Processing applications WebApp useful for basic NLP task implemented using State of the Art API's on Streamlit Framework

tokenizer machine-translation spacy web-scraping named-entity-recognition text-summarization topic-modeling gensim sumy nlp-machine-learning pos-tagging textblob streamlit-webapp

UpdatedAug 1, 2020
Python

Tuhin-SnapD /Text-Summarization-Models

Star12

This repository contains various models for text summarization tasks. Each model has a separate directory containing the implementation code, pretrained weights, and a Jupyter notebook for testing the model on sample input texts. Feel free to use these models for your own text summarization tasks or to experiment with them further.

cluster textrank transformer nltk deep-learning-algorithms bart summarization gensim sumy pegasus tfidf bert luhn-algorithm latent-semantic-analysis lexrank sumbasic gpt-2 t5 graph-summarization sentence-ranking

UpdatedDec 27, 2023
Jupyter Notebook

Sarah-2510 /Text-Summarizer-and-Essay-Grader

Star7

An automated Text summarizer & Essay grading model was built using Natural Language Processing (NLP) which was then deployed using Flask in Python.

python natural-language-processing scikit-learn flask-application gensim sumy lexrank text-summarizer spacy-nlp nltk-python essay-grader

UpdatedAug 24, 2021
Jupyter Notebook

azinit /rezak-summarizator

Star6

Rezak - сокращатель текста

natural-language-processing textrank python3 text-summarization gensim sumy redux-persist extractive-summarization flask-restful summa abstractive-summarization chrome-extension-react pytldr

UpdatedJan 5, 2023
TypeScript

ayush-raj13 /WebScrapideo

Star4

Text Summarizer, Flipkart Web Scraper and Online Video Downloader

react youtube-dl web-scraper video-downloader web-scraping text-summarization beautifulsoup sumy hacktoberfest text-summarizer sumy-api flipkart-scraper-python flipkart-scraper hacktoberfest-accepted online-video-downloader yt-dlp web-scraping-python yt-dlp-wrapper yt-dlp-gui text-summary

UpdatedNov 17, 2023
JavaScript

AmirTahaMim /SumSimple

Star3

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

nlp summarization sumy textsummarization abstractive-text-summarization text-summarisation low-resource-text-summarizarion

UpdatedAug 4, 2024
Python

parthrangarajan /Horizon

Star3

An end-to-end Machine learning Flask web-app for text summarization.

nlp flask spacy nltk gensim materializecss sumy materialize html-css-javascript heroku-cli heroku-deployment

UpdatedApr 9, 2021
Python

seanpm2001 /UHS_Datasets_Oblasts_Sumy_Ukraine

Star3

🇺🇦️🟩️ Data set for the Ukraine History Simulator project that contains data for Sumy Oblast in Ukraine

gplv3 dataset ukraine sumy gpl3 uhs gdscript-lang gdscript-language ukraine-history-simulator uhs-datasets ukraine-history-simulator-dataset ukraine-oblasts uhs-dataset ukraine-history-simulator-module ukraine-dataset sumy-oblast

UpdatedMay 25, 2024
GDScript

bkataru /search-m8

Star2

A service that scrapes google and youtube search to transcribe and obtain summaries of articles and videos. Made for Inventure Hackathon 2020 by team Etwas

machine-learning natural-language-processing data-mining machine-learning-algorithms scraping web-scraping summarization gensim sumy transcription youtube-search beautifulsoup4