A Preliminary Analysis of Prompt Engineering in Large Language Models for Code Generation

Yaroslav Olegovich YUDINSKIKH; Vladimir Vladimirovich IVANOV

Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS)
Trudy Instituta sistemnogo programmirovaniâ

ISSN 2079-8156 (Print)
ISSN 2220-6426 (Online)

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Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS)

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YUDINSKIKH Ya.O., IVANOV V.V. A Preliminary Analysis of Prompt Engineering in Large Language Models for Code Generation. Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS). 2025;37(6):175-186. https://doi.org/10.15514/ISPRAS-2025-37(6)-57

This work is licensed under a Creative Commons Attribution 4.0 License.

ISSN 2079-8156 (Print)
ISSN 2220-6426 (Online)

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About the Authors

Yaroslav Olegovich YUDINSKIKH
Innopolis University
Russian Federation

Postgraduate student of Innopolis University. Research interests: Large Language Models (LLM), code generation, multi-agent systems.

Vladimir Vladimirovich IVANOV
Innopolis University
Russian Federation

Cand. Sci. (Phys.-Math.), Associate Professor at the Center for Top-Level Educational Programs in Artificial Intelligence, Autonomous Non-Profit Organization of Higher Education “Innopolis University.”. Research interests: natural language processing (NLP), large language models (LLM), code generation.

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Proceedings of the Institute for System Programming of the RAS (Proceedings of ISP RAS)

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