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Using LSTMs to Model the Java Programming Language

Published in arXiv (Cornell University) • Aug 26, 2019
Authors:
Boldt, Brendon

Abstract

Recurrent neural networks (RNNs), specifically long-short term memory networks (LSTMs), can model natural language effectively. This research investigates the ability for these same LSTMs to perform next "word" prediction on the Java programming language. Java source code from four different reposit...

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