Add dropout module - #13
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QuangCodecode
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Dec 11, 2023
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For the training of NN, it is known that dropout improves the performance.
I added the dropout module to the embedding, the LSTM output, and LSTM layers.
Also, I revised argparse to take the dropout rate, so now you can specify the dropout rate as follows:
All dropout modules share the same dropout rate in this commit.
On the local NER dataset, this dropout contributes to +5% F1 improvement :)