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About Review of DL Methods in NLP
The document provides an overview of deep learning techniques for natural language processing, including convolutional neural networks (CNNs), recurrent neural networks (RNNs) like LSTMs and GRUs, and attention mechanisms. It summarizes popular NLP datasets like IMDB movie reviews and describes implementing CNN and RNN models on the IMDB data in Keras for sentiment classification. Code examples are provided on GitHub. The document is intended as a learning aid and curates information from seminal papers on CNNs, RNNs, encoder-decoder models, and attention for NLP tasks.
Detailed Information
| Author: | ['সুনীত ভট্টাচার্য'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 21 |
| Language: | English |
| Format: | |
| Price: | FREE |
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