LLM-Assisted Empirical Software Engineering: Systematic Literature Review and Research Agenda
Fuente:
arXiv
Saved in:
| Main Authors: | Gomes, Victoria, Selb, Delaney, Palomba, Fabio, Spinola, Rodrigo, Lo, David |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Motivations, Challenges, Best Practices, and Benefits for Bots and Conversational Agents in Software Engineering: A Multivocal Literature Review
by: Lambiase, Stefano, et al.
Published: (2024)
by: Lambiase, Stefano, et al.
Published: (2024)
LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
by: He, Junda, et al.
Published: (2024)
by: He, Junda, et al.
Published: (2024)
Classification, Challenges, and Automated Approaches to Handle Non-Functional Requirements in ML-Enabled Systems: A Systematic Literature Review
by: De Martino, Vincenzo, et al.
Published: (2023)
by: De Martino, Vincenzo, et al.
Published: (2023)
Investigating the use of Snowballing on Gray Literature Reviews
by: Gomes, Felipe, et al.
Published: (2024)
by: Gomes, Felipe, et al.
Published: (2024)
A Framework for Using LLMs for Repository Mining Studies in Empirical Software Engineering
by: de Martino, Vincenzo, et al.
Published: (2024)
by: de Martino, Vincenzo, et al.
Published: (2024)
LLM-as-a-Judge for Software Engineering: Literature Review, Vision, and the Road Ahead
by: He, Junda, et al.
Published: (2025)
by: He, Junda, et al.
Published: (2025)
Efficient and Green Large Language Models for Software Engineering: Literature Review, Vision, and the Road Ahead
by: Shi, Jieke, et al.
Published: (2024)
by: Shi, Jieke, et al.
Published: (2024)
Large Language Models for Software Engineering: A Systematic Literature Review
by: Hou, Xinyi, et al.
Published: (2023)
by: Hou, Xinyi, et al.
Published: (2023)
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research
by: Cao, Sicong, et al.
Published: (2024)
by: Cao, Sicong, et al.
Published: (2024)
Teaching Literature Reviewing for Software Engineering Research
by: Baltes, Sebastian, et al.
Published: (2024)
by: Baltes, Sebastian, et al.
Published: (2024)
Advances in Artificial Intelligence forDiabetes Prediction: Insights from a Systematic Literature Review
by: Khokhar, Pir Bakhsh, et al.
Published: (2024)
by: Khokhar, Pir Bakhsh, et al.
Published: (2024)
Machine Learning Pipeline for Software Engineering: A Systematic Literature Review
by: Kansab, Samah
Published: (2025)
by: Kansab, Samah
Published: (2025)
A Quality Assessment Instrument for Systematic Literature Reviews in Software Engineering
by: Usman, Muhammad, et al.
Published: (2021)
by: Usman, Muhammad, et al.
Published: (2021)
Exploring Empathy in Software Engineering: Insights from a Grey Literature Analysis of Practitioners' Perspectives
by: Cerqueira, Lidiany, et al.
Published: (2025)
by: Cerqueira, Lidiany, et al.
Published: (2025)
Exploring Individual Factors in the Adoption of LLMs for Specific Software Engineering Purposes
by: Lambiase, Stefano, et al.
Published: (2025)
by: Lambiase, Stefano, et al.
Published: (2025)
Software Engineering for Self-Adaptive Robotics: A Research Agenda
by: Sartaj, Hassan, et al.
Published: (2025)
by: Sartaj, Hassan, et al.
Published: (2025)
Toward a Brazilian Research Agenda in Quantum Software Engineering: A Systematic Mapping Study
by: Fernandes, Filipe, et al.
Published: (2025)
by: Fernandes, Filipe, et al.
Published: (2025)
A Systematic Literature Review on Task Recommendation Systems for Crowdsourced Software Engineering
by: Nirmani, Shashiwadana, et al.
Published: (2024)
by: Nirmani, Shashiwadana, et al.
Published: (2024)
A Systematic Literature Review of Software Engineering Research on Jupyter Notebook
by: Siddik, Md Saeed, et al.
Published: (2025)
by: Siddik, Md Saeed, et al.
Published: (2025)
Artificial Intelligence for Software Architecture: Literature Review and the Road Ahead
by: Bucaioni, Alessio, et al.
Published: (2025)
by: Bucaioni, Alessio, et al.
Published: (2025)
Triage in Software Engineering: A Systematic Review of Research and Practice
by: Zhao, Yongxin, et al.
Published: (2025)
by: Zhao, Yongxin, et al.
Published: (2025)
On the Role and Impact of GenAI Tools in Software Engineering Education
by: Qin, Qiaolin, et al.
Published: (2025)
by: Qin, Qiaolin, et al.
Published: (2025)
A Methodological Framework for LLM-Based Mining of Software Repositories
by: De Martino, Vincenzo, et al.
Published: (2025)
by: De Martino, Vincenzo, et al.
Published: (2025)
Show Your Title! A Scoping Review on Verbalization in Software Engineering with LLM-Assisted Screening
by: Balogh, Gergő, et al.
Published: (2025)
by: Balogh, Gergő, et al.
Published: (2025)
On the Impact of 3D Visualization of Repository Metrics in Software Engineering Education
by: Di Dario, Dario, et al.
Published: (2024)
by: Di Dario, Dario, et al.
Published: (2024)
Software Fairness Debt
by: Santos, Ronnie de Souza, et al.
Published: (2024)
by: Santos, Ronnie de Souza, et al.
Published: (2024)
Modelling GDPR-based Privacy Requirements with Software Engineering Diagrams: A Systematic Literature Review
by: Vanezi, Evangelia, et al.
Published: (2026)
by: Vanezi, Evangelia, et al.
Published: (2026)
The Impact of Human Aspects on the Interactions Between Software Developers and End-Users in Software Engineering: A Systematic Literature Review
by: Gunatilake, Hashini, et al.
Published: (2024)
by: Gunatilake, Hashini, et al.
Published: (2024)
Prompts as Software Engineering Artifacts: A Research Agenda and Preliminary Findings
by: Villamizar, Hugo, et al.
Published: (2025)
by: Villamizar, Hugo, et al.
Published: (2025)
A Systematic Literature Review on the Use of Machine Learning in Software Engineering
by: Fred, Nyaga, et al.
Published: (2024)
by: Fred, Nyaga, et al.
Published: (2024)
Integrating Positionality Statements in Empirical Software Engineering Research
by: de Sousa, Breno Felix, et al.
Published: (2024)
by: de Sousa, Breno Felix, et al.
Published: (2024)
Empirical Studies on Quantum Optimization for Software Engineering: A Systematic Analysis
by: Zhang, Man, et al.
Published: (2025)
by: Zhang, Man, et al.
Published: (2025)
Software Solutions for Newcomers' Onboarding in Software Projects: A Systematic Literature Review
by: Santos, Italo, et al.
Published: (2024)
by: Santos, Italo, et al.
Published: (2024)
Investigating the Role of Cultural Values in Adopting Large Language Models for Software Engineering
by: Lambiase, Stefano, et al.
Published: (2024)
by: Lambiase, Stefano, et al.
Published: (2024)
Future of Software Engineering Research: The SIGSOFT Perspective
by: Di Penta, Massimiliano, et al.
Published: (2026)
by: Di Penta, Massimiliano, et al.
Published: (2026)
Software Development Analytics in Practice: A Systematic Literature Review
by: Caldeira, Joao, et al.
Published: (2020)
by: Caldeira, Joao, et al.
Published: (2020)
Systematic Literature Review of Commercial Participation in Open Source Software
by: Li, Xuetao, et al.
Published: (2024)
by: Li, Xuetao, et al.
Published: (2024)
Software Architecture Meets LLMs: A Systematic Literature Review
by: Schmid, Larissa, et al.
Published: (2025)
by: Schmid, Larissa, et al.
Published: (2025)
Automated Test Production -- Systematic Literature Review
by: Gomes, José Marcos, et al.
Published: (2024)
by: Gomes, José Marcos, et al.
Published: (2024)
Teaching Empirical Research Methods in Software Engineering: An Editorial Introduction
by: Mendez, Daniel, et al.
Published: (2025)
by: Mendez, Daniel, et al.
Published: (2025)
Similar Items
-
Motivations, Challenges, Best Practices, and Benefits for Bots and Conversational Agents in Software Engineering: A Multivocal Literature Review
by: Lambiase, Stefano, et al.
Published: (2024) -
LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead
by: He, Junda, et al.
Published: (2024) -
Classification, Challenges, and Automated Approaches to Handle Non-Functional Requirements in ML-Enabled Systems: A Systematic Literature Review
by: De Martino, Vincenzo, et al.
Published: (2023) -
Investigating the use of Snowballing on Gray Literature Reviews
by: Gomes, Felipe, et al.
Published: (2024) -
A Framework for Using LLMs for Repository Mining Studies in Empirical Software Engineering
by: de Martino, Vincenzo, et al.
Published: (2024)