Self-bootstrapping automated program repair: using LLMs to generate and evaluate synthetic training data for bug repair.

David de-Fitero-Dominguez

David de-Fitero-Dominguez Antonio García-Cabot Eva García-López Self-bootstrapping automated program repair: using LLMs to generate and evaluate synthetic training data for bug repair. 2026 132154 319 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2026.132154 db/journals/eswa/eswa319.html#deFiteroDominguezGG26 streams/journals/eswa

Antonio Moreno-Cediel Eva García-Lopez Antonio García-Cabot David de-Fitero-Dominguez Optimising retrieval performance in RAG systems: A new growing window semantic chunking strategy to address weak semantic boundaries. 114896 2025 331 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.114896 db/journals/kbs/kbs331.html#MorenoCedielGGd25 streams/journals/kbs

David de-Fitero-Dominguez Antonio García-Cabot Eva García-Lopez Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data. 2025 May abs/2505.07372 CoRR https://doi.org/10.48550/arXiv.2505.07372 db/journals/corr/corr2505.html#abs-2505-07372 streams/journals/corr

Marcos Fuster-Pena David de-Fitero-Dominguez Antonio García-Cabot Eva García-Lopez RePaCA: Leveraging Reasoning Large Language Models for Static Automated Patch Correctness Assessment. 2025 July abs/2507.22580 CoRR https://doi.org/10.48550/arXiv.2507.22580 db/journals/corr/corr2507.html#abs-2507-22580 streams/journals/corr

Valeria Ramirez-Garcia David de-Fitero-Dominguez Antonio García-Cabot Eva García-Lopez Analysis of instruction-based LLMs' capabilities to score and judge text-input problems in an academic setting. 2025 September abs/2509.20982 CoRR https://doi.org/10.48550/arXiv.2509.20982 db/journals/corr/corr2509.html#abs-2509-20982 streams/journals/corr

David de-Fitero-Dominguez Eva García-Lopez Antonio García-Cabot Jesus-Angel Del-Hoyo-Gabaldon Antonio Moreno-Cediel Distractor Generation Through Text-to-Text Transformer Models. 25580-25589 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3361673 db/journals/access/access12.html#deFiteroDominguezGGDM24

David de-Fitero-Dominguez Eva García-López Antonio García-Cabot José Javier Martínez-Herráiz Enhanced automated code vulnerability repair using large language models. 109291 2024 138 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.109291 db/journals/eaai/eaai138.html#deFiteroDominguezGGM24 streams/journals/eaai

David de-Fitero-Dominguez Antonio García-Cabot Eva García-López Automated multiple-choice question generation in Spanish using neural language models. 18223-18235 2024 October 36 Neural Comput. Appl. 29 https://doi.org/10.1007/s00521-024-10076-7 db/journals/nca/nca36.html#deFiteroDominguezGG24 streams/journals/nca

Jesus-Angel Del-Hoyo-Gabaldon Antonio Moreno-Cediel Eva García-Lopez Antonio García-Cabot David de-Fitero-Dominguez Automatic dataset generation for automated program repair of bugs and vulnerabilities through SonarQube. 101664 2024 26 SoftwareX https://doi.org/10.1016/j.softx.2024.101664 db/journals/softx/softx26.html#DelHoyoGabaldonMGGd24

Jesus-Angel Del-Hoyo-Gabaldon Eva García-López Antonio García-Cabot David de-Fitero-Dominguez Mary Ellen Wiltrout Jessica Sandland Ana Bell Large Language Models for Learner Assistance in Massive Open Online Courses: Challenges, Tools, and Approaches. 2024 EcalLAC@AIED https://ceur-ws.org/Vol-3772/paper5.pdf conf/evallac/2024 db/conf/evallac/evallac2024.html#Del-Hoyo-Gabaldon24

David de-Fitero-Dominguez Eva García-López Antonio García-Cabot José Javier Martínez-Herráiz Enhanced Automated Code Vulnerability Repair using Large Language Models. 2024 abs/2401.03741 CoRR https://doi.org/10.48550/arXiv.2401.03741 db/journals/corr/corr2401.html#abs-2401-03741

David de-Fitero-Dominguez Mariano Albaladejo-González Antonio García-Cabot Eva García-Lopez Antonio Moreno-Cediel Erin Barno Justin Reich Evaluating Large Language Models for automatic analysis of teacher simulations. 2024 abs/2407.20360 CoRR https://doi.org/10.48550/arXiv.2407.20360 db/journals/corr/corr2407.html#abs-2407-20360 streams/journals/corr

Mariano Albaladejo-González Erin Barno Ana Bell Jesus-Angel Del-Hoyo-Gabaldon Marcos Fuster-Pena Eva GarcíaEva García-LopezEva García-López Antonio García-Cabot José Javier Martínez-Herráiz Antonio Moreno-Cediel Valeria Ramirez-Garcia Justin Reich Jessica Sandland Mary Ellen Wiltrout