José Antonio Hernández López

According to our database, José Antonio Hernández López authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

ModelSet: A labelled dataset of software models for machine learning.

José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado

Sci. Comput. Program., January, 2024

On Inter-dataset Code Duplication and Data Leakage in Large Language Models.

José Antonio Hernández López, Boqi Chen, Tushar Sharma, Dániel Varró

CoRR, 2024

2023

Generating Structurally Realistic Models With Deep Autoregressive Networks.

José Antonio Hernández López, Jesús Sánchez Cuadrado

IEEE Trans. Software Eng., April, 2023

Word Embeddings for Model-Driven Engineering.

José Antonio Hernández López, Carlos Durá, Jesús Sánchez Cuadrado

Proceedings of the 26th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2023

Automated Domain Modeling with Large Language Models: A Comparative Study.

Kua Chen, Yujing Yang, Boqi Chen, José Antonio Hernández López, Gunter Mussbacher, Dániel Varró

Proceedings of the 26th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2023

2022

ModelSet: a dataset for machine learning in model-driven engineering.

José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado

Softw. Syst. Model., 2022

An efficient and scalable search engine for models.

José Antonio Hernández López, Jesús Sánchez Cuadrado

Softw. Syst. Model., 2022

Machine learning methods for model classification: a comparative study.

José Antonio Hernández López, Riccardo Rubei, Jesús Sánchez Cuadrado, Davide Di Ruscio

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

Using the ModelSet dataset to support machine learning in model-driven engineering.

José Antonio Hernández López, Javier Luis Cánovas Izquierdo, Jesús Sánchez Cuadrado

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

AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models.

José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

2021

Towards the Characterization of Realistic Model Generators using Graph Neural Networks.

José Antonio Hernández López, Jesús Sánchez Cuadrado

Proceedings of the 24th International Conference on Model Driven Engineering Languages and Systems, 2021

2020

MAR: a structure-based search engine for models.

José Antonio Hernández López, Jesús Sánchez Cuadrado

Proceedings of the MoDELS '20: ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems, 2020