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Large Language Models for Software Engineering: A Systematic Literature Review [PDF]
ACM Transactions on Software Engineering and Methodology, 2023 Large Language Models (LLMs) have significantly impacted numerous domains, including Software Engineering (SE). Many recent publications have explored LLMs applied to various SE tasks.
Xinying Hou +9 more
semanticscholar +1 more source
Perceived diversity in software engineering: a systematic literature review. [PDF]
Empir Softw Eng, 2021 We define perceived diversity as the diversity factors that individuals are born with. Perceived diversity in Software Engineering has been recognized as a high-value team property and companies are willing to increase their efforts to create more ...
Rodríguez-Pérez G +2 more
europepmc +2 more sources
Large Language Models for Software Engineering: Survey and Open Problems [PDF]
2023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE), 2023 This paper provides a survey of the emerging area of Large Language Models (LLMs) for Software Engineering (SE). It also sets out open research challenges for the application of LLMs to technical problems faced by software engineers.
Angela Fan +6 more
semanticscholar +1 more source
Navigating the Complexity of Generative AI Adoption in Software Engineering [PDF]
ACM Transactions on Software Engineering and Methodology, 2023 This article explores the adoption of Generative Artificial Intelligence (AI) tools within the domain of software engineering, focusing on the influencing factors at the individual, technological, and social levels.
Daniel Russo
semanticscholar +1 more source
Trustworthy and Synergistic Artificial Intelligence for Software Engineering: Vision and Roadmaps [PDF]
2023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE), 2023 For decades, much software engineering research has been dedicated to devising automated solutions aimed at enhancing developer productivity and elevating software quality.
David Lo
semanticscholar +1 more source
Software Engineering for AI-Based Systems: A Survey [PDF]
ACM Transactions on Software Engineering and Methodology, 2021 AI-based systems are software systems with functionalities enabled by at least one AI component (e.g., for image-, speech-recognition, and autonomous driving). AI-based systems are becoming pervasive in society due to advances in AI.
Silverio Mart'inez-Fern'andez +7 more
semanticscholar +1 more source
Socio-Technical Grounded Theory for Software Engineering [PDF]
IEEE Transactions on Software Engineering, 2021 Grounded Theory (GT), a sociological research method designed to study social phenomena, is increasingly being used to investigate the human and social aspects of software engineering (SE).
Rashina Hoda
semanticscholar +1 more source
Multilingual training for Software Engineering [PDF]
International Conference on Software Engineering, 2021 Well-trained machine-learning models, which leverage large amounts of open-source software data, have now become an interesting approach to automating many software engineering tasks.
Toufique Ahmed, Prem Devanbu
semanticscholar +1 more source
On the Validity of Pre-Trained Transformers for Natural Language Processing in the Software Engineering Domain [PDF]
IEEE Transactions on Software Engineering, 2021 Transformers are the current state-of-the-art of natural language processing in many domains and are using traction within software engineering research as well.
Julian von der Mosel +2 more
semanticscholar +1 more source
SEGRESS: Software Engineering Guidelines for REporting Secondary Studies
IEEE Transactions on Software Engineering, 2023 Context: Several tertiary studies have criticized the reporting of software engineering secondary studies. Objective: Our objective is to identify guidelines for reporting software engineering (SE) secondary studies which would address problems observed ...
B. Kitchenham, L. Madeyski, D. Budgen
semanticscholar +1 more source