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Joan Giner-Miguelez
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A domain-specific language for describing machine learning datasets
J Giner-Miguelez, A Gómez, J Cabot
Journal of Computer Languages, 2023
252023
DescribeML: A Tool for Describing Machine Learning Datasets
J Giner-Miguelez, A Gómez, J Cabot
ACM / IEEE 25th International Conference on Model Driven Engineering …, 2022
192022
Croissant: A Metadata Format for ML-Ready Datasets
M Akhtar, O Benjelloun, C Conforti, J Giner-Miguelez, N Jain, M Kuchnik, ...
Proceedings of the Eighth Workshop on Data Management for End-to-End Machine …, 2024
72024
DescribeML: A dataset description tool for machine learning
J Giner-Miguelez, A Gómez, J Cabot
Science of Computer Programming 231, 103030, 2024
22024
Enabling Content Management Systems as an Information Source in Model-Driven Projects
J Giner-Miguelez, A Gómez, J Cabot
International Conference on Research Challenges in Information Science, 513-528, 2022
22022
Datadoc analyzer: A tool for analyzing the documentation of scientific datasets
J Giner-Miguelez, A Gómez, J Cabot
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
A Standardized Machine-readable Dataset Documentation Format for Responsible AI
N Jain, M Akhtar, J Giner-Miguelez, R Shinde, J Vanschoren, S Vogler, ...
arXiv preprint arXiv:2407.16883, 2024
2024
Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning
J Giner-Miguelez, A Gómez, J Cabot
arXiv preprint arXiv:2404.15320, 2024
2024
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning
J Giner-Miguelez, A Gómez, J Cabot
arXiv preprint arXiv:2401.10304, 2024
2024
Un lenguaje para definir datasets para machine learning
J Giner-Miguelez, A Gómez, J Cabot
JISBD - Jornadas de Ingeniería del Software y Bases de Datos, 2022
2022
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