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πŸ’‘πŸ§ πŸ’¬ Development of Deep Learning models and a Question Answering Engine for Sentiment Classification / NLP tasks.

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Deep-Learning-for-Natural-Language-Processing

πŸ’‘πŸ§ πŸ’¬ Development of Deep Learning models using Feedforward Neural Networks, Recurrent Neural Networks and a pre-trained BERT model for sentiment classification tasks. A Question Answering Engine used for Entity Span and Relation prediction is also developed.

FNN

  • Sentiment classification of imdb reviews using Feedforward Neural Networks.

RNN-LSTM-GRU

  • Sentiment classification of imdb reviews using bidirectional stacked RNNs with LSTM/GRU cells.

BERT

  • Sentiment classification of imdb reviews by fine-tuning a pretrained BERT-base model from Hugging Face.

Question-Answering

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