Popular GitHub Repositories for Textsummarization

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

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

一个完全离线的自然语言处理流程，利用本地大型语言模型 (LLMs) 来提取、分块、嵌入、查询、摘要和翻译研究文档。受虚构的X博士神秘事件的启发，该系统支持多种格式的文件、基于本地检索增强生成 (RAG) 的问答、阿拉伯语翻译和基于ROUGE的摘要生成——所有这些都无需依赖云服务。

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

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.

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

The project adopts a modular approach to achieve multilingual text summarization. It starts with user-provided input, supporting multiple languages such as English, Hindi, and Bengali. Language detection helps identify the input language for further processing. We utilize pre-trained transformer models, such as BART and T5, for text summarization.

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

A Gradio-powered web app integrating multiple Hugging Face models for tasks like chat, image generation, captioning, object detection, text summarization, and named entity recognition. Built with Python, Transformers, and Stable Diffusion.