This efficiency is invaluable in today’s information-driven world. This paper proposes an advanced “abstractive” text summarization system that delves deeper than simply extracting key sentences. By ...

This project implements an abstractive text summarization system using machine learning techniques ... model with an encoder-decoder architecture. Deep Learning Libraries (optional): Libraries like ...

Text summarization approaches can be categorized as either extractive or abstractive, with the latter largely unexplored in the Arabic script languages. Previous research on abstractive summarization ...

The entire implementation was developed using Google Colab for ease of access and GPU support. Each model (LSTM, BiLSTM, Hybrid GRU+BiLSTM) is organized in a separate notebook, with a shared ...