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This notebook implements an encoder-decoder model with attention as described here. Here is a diagram showing an attention-based NMT system as described in Luong's paper. The attention computation ...
The goal of the project is to build sequence-to-sequence model, which translates english sentences into german. For this task I will use dataset from deu.txt file, where one record is english sentence ...
Aiming at improving the prediction accuracy, this article proposes a normalizing flow embedded sequence-to-sequence (seq2seq) learning method to predict the RUL of an asset or a system. This method ...
Text summarization plays a vital role in distilling essential information from large volumes of text. While significant progress has been made in English text summarization using deep learning ...