This repository implements a text summarization pipeline using an encoder-decoder (Seq2Seq) architecture with LSTM layers in TensorFlow/Keras. The model is trained to generate concise summaries for ...

Neural Machine Translation using LSTMs and Attention mechanism. Two approaches were implemented, models, one without out attention using repeat vector, and the other using encoder decoder architecture ...

This project aims to make both efficient and human-like chatbot using the modern encoder-decoder architecture. ... using modern deep learning techniques like Seq2Seq aiming to develop chatbots to ...

1 Department of Electrical & Computer Engineering, University of Washington, Seattle, WA, United States; 2 Department of Applied Mathematics, University of Washington, Seattle, WA, United States; ...