Search Results for author: Juan Cruz-Benito

Found 2 papers, 1 papers with code

Systematic Literature Review: Quantum Machine Learning and its applications

no code implementations11 Jan 2022 David Peral García, Juan Cruz-Benito, Francisco José García-Peñalvo

An improvement in the quantum hardware is required since the existing quantum computers lack enough quality, speed, and scale to allow quantum computing to achieve its full potential.

BIG-bench Machine Learning Quantum Machine Learning

Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches

1 code implementation16 Sep 2020 Juan Cruz-Benito, Sanjay Vishwakarma, Francisco Martin-Fernandez, Ismael Faro

Considering the increasing popularity of the Deep-Learning-enabled language models approach, we detected a lack of empirical papers that compare different deep learning architectures to create and use language models based on programming code.

Code Generation Language Modelling +2

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