Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review

Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review

This paper provides a comprehensive review of the literature concerning the utilization of Natural Language Processing (NLP) techniques, with a particular focus on transformer-based large language models (LLMs) trained using Big Code, within the domain of AI-assisted programming tasks. LLMs, augment...

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Bibliographic Details
Main Authors: Man-Fai Wong, Shangxin Guo, Ching-Nam Hang, Siu-Wai Ho, Chee-Wei Tan
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Entropy
Subjects:
software naturalness
large language models
AI-assisted programming
Online Access:https://www.mdpi.com/1099-4300/25/6/888

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