A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation. - Rose Hirigoyen; Amal Zouaq; Samuel Reyd (AACL/IJCNLP (Findings), 2022)

Assessing the Generalization Capabilities of Neural Machine Translation Models for SPARQL Query Generation. - Samuel Reyd; Amal Zouaq (ISWC, 2023)

A Comprehensive Evaluation of the Copy Mechanism for Natural Language to SPARQL Query Generation. - Samuel Reyd; Amal Zouaq; Papa Abdou Karim Karou Diallo (CoRR, 2023)

CIRCE: a Scalable Methodology for Causal Explanations in Cyber-Physical Systems. - Samuel Reyd; Ada Diaconescu; Jean-Louis Dessalles (ACSOS, 2024)

A Roadmap for Causality Research in Complex Adaptive Systems. - Samuel Reyd; Ada Diaconescu; Jean-Louis Dessalles; Lukas Esterle (ACSOS-C, 2024)

A Comprehensive Evaluation of Neural SPARQL Query Generation From Natural Language Questions. - Papa Abdou Karim Karou Diallo; Samuel Reyd; Amal Zouaq (IEEE Access, 2024)

Searching for actual causes: Approximate algorithms with adjustable precision. - Samuel Reyd; Ada Diaconescu; Jean-Louis Dessalles (CoRR, 2025)