Characterizing Datasets for LLM-based Requirements Engineering: A Systematic Mapping Study
Fuente:
arXiv
Saved in:
| Main Authors: | Motger, Quim, Catot, Carlota, Franch, Xavier |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Automated Requirements Relation Extraction
by: Motger, Quim, et al.
Published: (2024)
by: Motger, Quim, et al.
Published: (2024)
Multi-Agent Debate Strategies to Enhance Requirements Engineering with Large Language Models
by: Oriol, Marc, et al.
Published: (2025)
by: Oriol, Marc, et al.
Published: (2025)
Evaluating LLM-Based Mobile App Recommendations: An Empirical Study
by: Motger, Quim, et al.
Published: (2025)
by: Motger, Quim, et al.
Published: (2025)
Towards a Software Reference Architecture for Natural Language Processing Tools in Requirements Engineering
by: Frattini, Julian, et al.
Published: (2026)
by: Frattini, Julian, et al.
Published: (2026)
Software-Based Dialogue Systems: Survey, Taxonomy and Challenges
by: Motger, Quim, et al.
Published: (2021)
by: Motger, Quim, et al.
Published: (2021)
Unveiling Competition Dynamics in Mobile App Markets through User Reviews
by: Motger, Quim, et al.
Published: (2023)
by: Motger, Quim, et al.
Published: (2023)
T-FREX: A Transformer-based Feature Extraction Method from Mobile App Reviews
by: Motger, Quim, et al.
Published: (2024)
by: Motger, Quim, et al.
Published: (2024)
What About Emotions? Guiding Fine-Grained Emotion Extraction from Mobile App Reviews
by: Motger, Quim, et al.
Published: (2025)
by: Motger, Quim, et al.
Published: (2025)
FeClustRE: Hierarchical Clustering and Semantic Tagging of App Features from User Reviews
by: Tiessler, Max, et al.
Published: (2025)
by: Tiessler, Max, et al.
Published: (2025)
Leveraging Encoder-only Large Language Models for Mobile App Review Feature Extraction
by: Motger, Quim, et al.
Published: (2024)
by: Motger, Quim, et al.
Published: (2024)
SEMODS: A Validated Dataset of Open-Source Software Engineering Models
by: González, Alexandra, et al.
Published: (2026)
by: González, Alexandra, et al.
Published: (2026)
Domain Knowledge in Requirements Engineering: A Systematic Mapping Study
by: Araújo, Marina, et al.
Published: (2025)
by: Araújo, Marina, et al.
Published: (2025)
A Tool for Automatically Cataloguing and Selecting Pre-Trained Models and Datasets for Software Engineering
by: González, Alexandra, et al.
Published: (2026)
by: González, Alexandra, et al.
Published: (2026)
Towards the Datasets Used in Requirements Engineering of Mobile Apps: Preliminary Findings from a Systematic Mapping Study
by: Wang, Chong, et al.
Published: (2025)
by: Wang, Chong, et al.
Published: (2025)
Replication in Requirements Engineering: the NLP for RE Case
by: Abualhaija, Sallam, et al.
Published: (2023)
by: Abualhaija, Sallam, et al.
Published: (2023)
Systematic Mapping Study on Requirements Engineering for Regulatory Compliance of Software Systems
by: Kosenkov, Oleksandr, et al.
Published: (2024)
by: Kosenkov, Oleksandr, et al.
Published: (2024)
Auxiliary Artifacts in Requirements Traceability: A Systematic Mapping Study
by: Abdeen, Waleed, et al.
Published: (2025)
by: Abdeen, Waleed, et al.
Published: (2025)
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)
Green Prompt Engineering: Investigating the Energy Impact of Prompt Design in Software Engineering
by: De Martino, Vincenzo, et al.
Published: (2025)
by: De Martino, Vincenzo, et al.
Published: (2025)
What's in a Benchmark? The Case of SWE-Bench in Automated Program Repair
by: Martinez, Matias, et al.
Published: (2026)
by: Martinez, Matias, et al.
Published: (2026)
How Mature is Requirements Engineering for AI-based Systems? A Systematic Mapping Study on Practices, Challenges, and Future Research Directions
by: Habiba, Umm-e-, et al.
Published: (2024)
by: Habiba, Umm-e-, et al.
Published: (2024)
Towards a Classification of Open-Source ML Models and Datasets for Software Engineering
by: González, Alexandra, et al.
Published: (2024)
by: González, Alexandra, et al.
Published: (2024)
6G Software Engineering: A Systematic Mapping Study
by: Su, Ruoyu, et al.
Published: (2024)
by: Su, Ruoyu, et al.
Published: (2024)
Dissecting the SWE-Bench Leaderboards: Profiling Submitters and Architectures of LLM- and Agent-Based Repair Systems
by: Martinez, Matias, et al.
Published: (2025)
by: Martinez, Matias, et al.
Published: (2025)
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)
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)
Sentiment Analysis Tools in Software Engineering: A Systematic Mapping Study
by: Obaidi, Martin, et al.
Published: (2025)
by: Obaidi, Martin, et al.
Published: (2025)
Research Artifacts in Secondary Studies: A Systematic Mapping in Software Engineering
by: Huotala, Aleksi, et al.
Published: (2025)
by: Huotala, Aleksi, et al.
Published: (2025)
Two Integration Pathways in Human-Centered Requirements Engineering: A Systematic Mapping Study of Structural Gaps
by: Benzarti, Imen, et al.
Published: (2026)
by: Benzarti, Imen, et al.
Published: (2026)
Example-Based Learning in Software Engineering Education: A Systematic Mapping Study
by: Bonetti, Tiago P., et al.
Published: (2025)
by: Bonetti, Tiago P., et al.
Published: (2025)
Cataloguing Hugging Face Models to Software Engineering Activities: Automation and Findings
by: González, Alexandra, et al.
Published: (2025)
by: González, Alexandra, et al.
Published: (2025)
Students' Perception of LLM Use in Requirements Engineering Education: An Empirical Study Across Two Universities
by: Guardado, Sharon, et al.
Published: (2025)
by: Guardado, Sharon, et al.
Published: (2025)
Energy Consumption of Automated Program Repair
by: Martinez, Matias, et al.
Published: (2022)
by: Martinez, Matias, et al.
Published: (2022)
Architectural Support for Software Performance in Continuous Software Engineering: A Systematic Mapping Study
by: Eramo, Romina, et al.
Published: (2023)
by: Eramo, Romina, et al.
Published: (2023)
Characterizing Requirements Smells
by: Gentili, Emanuele, et al.
Published: (2024)
by: Gentili, Emanuele, et al.
Published: (2024)
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)
4D-ARE: Bridging the Attribution Gap in LLM Agent Requirements Engineering
by: Yu, Bo, et al.
Published: (2026)
by: Yu, Bo, et al.
Published: (2026)
On Developing an Artifact-based Approach to Regulatory Requirements Engineering
by: Kosenkov, Oleksandr, et al.
Published: (2024)
by: Kosenkov, Oleksandr, et al.
Published: (2024)
Generative AI for Requirements Engineering: A Systematic Literature Review
by: Cheng, Haowei, et al.
Published: (2024)
by: Cheng, Haowei, et al.
Published: (2024)
An Empirical Study on LLM-based Classification of Requirements-related Provisions in Food-safety Regulations
by: Hassani, Shabnam, et al.
Published: (2025)
by: Hassani, Shabnam, et al.
Published: (2025)
Similar Items
-
Automated Requirements Relation Extraction
by: Motger, Quim, et al.
Published: (2024) -
Multi-Agent Debate Strategies to Enhance Requirements Engineering with Large Language Models
by: Oriol, Marc, et al.
Published: (2025) -
Evaluating LLM-Based Mobile App Recommendations: An Empirical Study
by: Motger, Quim, et al.
Published: (2025) -
Towards a Software Reference Architecture for Natural Language Processing Tools in Requirements Engineering
by: Frattini, Julian, et al.
Published: (2026) -
Software-Based Dialogue Systems: Survey, Taxonomy and Challenges
by: Motger, Quim, et al.
Published: (2021)