Joan Giner-Miguelez

According to our database, Joan Giner-Miguelez authored at least 10 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DescribeML: A dataset description tool for machine learning.

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

Sci. Comput. Program., January, 2024

A Standardized Machine-readable Dataset Documentation Format for Responsible AI.

Nitisha Jain, Mubashara Akhtar, Joan Giner-Miguelez, Rajat Shinde, Joaquin Vanschoren, Steffen Vogler, Subhra S. Goswami, Yuhan Rao, Tim Santos, Luis Oala, Michalis Karamousadakis, Manil Maskey, Pierre Marcenac, Costanza Conforti, Michael Kuchnik, Lora Aroyo, Omar Benjelloun, Elena Simperl

CoRR, 2024

Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning.

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

CoRR, 2024

Croissant: A Metadata Format for ML-Ready Datasets.

Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Steffen Vogler, Carole-Jean Wu

CoRR, 2024

On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning.

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

CoRR, 2024

Croissant: A Metadata Format for ML-Ready Datasets.

Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Pieter Gijsbers, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Jos van der Velde, Steffen Vogler, Carole-Jean Wu

Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning, 2024

2023

A domain-specific language for describing machine learning datasets.

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

J. Comput. Lang., August, 2023

DataDoc Analyzer: A Tool for Analyzing the Documentation of Scientific Datasets.

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Enabling Content Management Systems as an Information Source in Model-Driven Projects.

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

Proceedings of the Research Challenges in Information Science, 2022

DescribeML: a tool for describing machine learning datasets.

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 2022