Next Word Predictor Using LSTM

Next Word Predictor Using LSTM

Author Name : R. Ravi, T. Tanuja, S.S.L. Monika, S. Chandu, R.S.S.V. Uma Sri, Y.S.L. Sahithi

ABSTRACT Next Word Prediction is additionally called Language Modeling. It is the undertaking of predicting what word comes straightaway. It is one of the major assignments of NLP and has numerous applications. Attempting to make model utilizing Pride and Prejudice text record which will foresee clients sentence after the clients provide the sentence, the model will consider the last 3 words and will return the next word utilizing RNN neural organization which will be executed utilizing Tensor flow. The aim of creating this model to predict the next word as fast as possible utilizing minimum time. As RNN is Long short time memory it will understand past text and predict the words which may be helpful for the user to frame sentences and this technique uses letter to letter prediction means it predict a letter after letter to create a word. This model will be using methods of natural language processing, language modeling, and deep learning.