S. Marcondes, Francisco
[Author];
Almeida, José João
[Author];
Novais, Paulo
[Author]
;
Francisco S. Marcondes and José João Almeida and Paulo Novais
[Contributor]
Large Language Models: Compilers for the 4^{th} Generation of Programming Languages? (Short Paper)
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Description:
This paper explores the possibility of large language models as a fourth generation programming language compiler. This is based on the idea that large language models are able to translate a natural language specification into a program written in a particular programming language. In other words, just as high-level languages provided an additional language abstraction to assembly code, large language models can provide an additional language abstraction to high-level languages. This interpretation allows large language models to be thought of through the lens of compiler theory, leading to insightful conclusions.