Next-Word Prediction (Language Modelling)

Bidirectional LSTM trained on 6,500+ medium articles using N-gram preparation for next-word prediction.

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Overview

Predictive language model trained on 6500+ Medium articles using N-gram preparation and Bi-LSTM.

Writing tools needed lightweight on-device language prediction.

NLTK preprocessing, N-gram model preparation, Bi-LSTM training.

Functional next-word prediction model deployable as a writing aid.

Encoder-Decoder LSTM model trained on a 25K-sentence Hindi translation corpus.