Persian Text Summarization Agent

Persian Text Summarization , Both Abstractive and extractive methods

A Java-based repository providing preprocessing, keyword extraction, and summarization functionalities tailored for Persian language text data.

python implementation of ROUGE for evaluating summarization of Persian (Farsi) texts

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Persian text summarization using a pretrained mT5-XLSum model with a clean inference pipeline.

This repository contains a Jupyter notebook for fine-tuning a large language model (LLM) to perform long-text summarization in Persian. The project uses the Unsloth library for efficient fine-tuning of the Qwen-1.5-4B-Chat model on a Persian summarization dataset.

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A lightweight REST API for Persian text summarization built with FastAPI and pure Python NLP

An Open Source Corpus For Persian Text Summarization

An AI-based Persian text summarization tool built using the mT5 model fine-tuned on the XL-Sum dataset. It automatically generates concise, coherent summaries of Persian articles, enabling faster information extraction for researchers, journalists, and developers.

Abstractive summarization of Persian texts using a fine-tuned mT5 model and a Streamlit web interface

A modular AI-based service for Persian document understanding, combining OCR, text normalization, and abstractive summarization

Abstractive summarization of Persian texts using a fine-tuned mT5 model and a Streamlit web interface

📊 Access a structured Persian forum dataset to enhance NLP models for text classification, summarization, and semantic search in Farsi.

This notebook implements a pipeline for creating a Persian text summarization dataset, encompassing data acquisition, cleaning, clustering, summary generation using a Persian MT5 model, and evaluation with ROUGE metrics.