Comparing Large Language Models and Human Programmers for Generating Programming Code

The performance of seven large language models (LLMs) in generating programming code using various prompt strategies, programming languages, and task difficulties is systematically evaluated. GPT‐4 substantially outperforms other LLMs, including Gemini Ultra and Claude 2. The coding performance of G...

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Bibliographic Details
Published in:	Advanced science Vol. 12; no. 8; pp. e2412279 - n/a
Main Authors:	Hou, Wenpin, Ji, Zhicheng
Format:	Journal Article
Language:	English
Published:	Germany John Wiley & Sons, Inc 01.02.2025 John Wiley and Sons Inc Wiley
Subjects:	artificial intelligence Computer programming Datasets Design Feedback Humans human‐computer interaction Large Language Models Performance evaluation Programming Languages Python Software Software development large language models human‐computer interaction computer programming artificial intelligence
ISSN:	2198-3844, 2198-3844
Online Access:	Get full text
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