A Novel Model for Prediction of Next Word using Machine Learning

Prediction of next word is also known as language modeling and is an application of Natural Language Processing which helps in next word prediction. In the past, several studies employed various models to predict the outcomes, including federated text models and recurrent neural networks. In the sug...

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Bibliographic Details
Published in2023 7th International Conference on Intelligent Computing and Control Systems (ICICCS) pp. 393 - 400
Main Authors Chilukuri, Prathima, Reddy, K Naveen Kumar, Divyanjali, K N V S, Royal, L Javali, Chandana, M Hari, Krishna, D Murali
Format Conference Proceeding
LanguageEnglish
Published IEEE 17.05.2023
Subjects
Control systems
Encyclopedias
Machine learning
Machine learning algorithms
Prediction algorithms
Predictive models
Recurrent neural networks
TensorFlow
Text file
Transformers
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Summary:Prediction of next word is also known as language modeling and is an application of Natural Language Processing which helps in next word prediction. In the past, several studies employed various models to predict the outcomes, including federated text models and recurrent neural networks. In the suggested model, machine learning and TensorFlow techniques will be used to predict the five words. The text is understood by the machine learning algorithms, which then anticipate the next word to be used to finish the phrase. The proposed model helps the user to predict the next word. The model will be implemented using natural processing language algorithms and comparing the algorithms by using Wikipedia text files to train the model.
ISSN:2768-5330
DOI:10.1109/ICICCS56967.2023.10142737