sentence-correction-using-deep-learning-techniques

I have tried 4 techniques to solve this problem statement

a. Basic encoder-decoder model characterwise with nlp augmentation

b. Encoder decoder model along with attention layer using general scoring function and done nlp augmentation also

c. Encoder decoder model along with attention layer using concat scoring function and done nlp augmentation also

d. Encoder decoder model along with attention layer using dot scoring function and done nlp augmentation also

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
Final.ipynb		Final.ipynb
Getting_data_ready_for_model_with_augmentation.ipynb		Getting_data_ready_for_model_with_augmentation.ipynb
Post_training_analysis.ipynb		Post_training_analysis.ipynb
README.md		README.md
app.ipynb		app.ipynb
basic_with_both_aug(corrupted+normal).ipynb		basic_with_both_aug(corrupted+normal).ipynb
en2cn-2k.en2nen2cn		en2cn-2k.en2nen2cn
encoder_decoder_with_attention_concat.ipynb		encoder_decoder_with_attention_concat.ipynb
encoder_decoder_with_attention_dot.ipynb		encoder_decoder_with_attention_dot.ipynb
encoder_decoder_with_attention_general.ipynb		encoder_decoder_with_attention_general.ipynb
general_tensorboard_plot.PNG		general_tensorboard_plot.PNG
with_augmentation_2.csv		with_augmentation_2.csv

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