ACTA 2.0: A Modular Architecture for Multi-Layer Argumentative Analysis of Clinical Trials. - Benjamin Molinet; Santiago Marro; Elena Cabrio; Serena Villata; Tobias Mayer 002 (IJCAI, 2022)

Natural Language Explanatory Arguments for Correct and Incorrect Diagnoses of Clinical Cases. - Santiago Marro; Benjamin Molinet; Elena Cabrio; Serena Villata (ICAART (1), 2023)

MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain. - Iker García-Ferrero; Rodrigo Agerri; Aitziber Atutxa Salazar; Elena Cabrio; Iker de la Iglesia; Alberto Lavelli; Bernardo Magnini; Benjamin Molinet; Johanna Ramirez-Romero; German Rigau; Jose Maria Villa-Gonzalez; Serena Villata; et al. (LREC/COLING, 2024)

ANTIDOTE: ArgumeNtaTIon-Driven explainable artificial intelligence fOr digiTal mEdicine. - Cristian Cardellino; Theo Alkibiades Collias; Benjamin Molinet; Erwan Hain; Wei Sun; Rodrigo Agerri; Serena Villata; Elena Cabrio (ECAI, 2024)

Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain. - Iker García-Ferrero; Rodrigo Agerri; Aitziber Atutxa Salazar; Elena Cabrio; Iker de la Iglesia; Alberto Lavelli; Bernardo Magnini; Benjamin Molinet; Johanna Ramirez-Romero; German Rigau; Jose Maria Villa-Gonzalez; Serena Villata; et al. (CoRR, 2024)

Argument-based natural language explanation generation and assessment in healthcare. (Génération et évaluation d'explications argumentatives en langage naturel appliquées au domaine médical). - Benjamin Molinet (2024)

Explanatory argumentation in natural language for correct and incorrect medical diagnoses. - Benjamin Molinet; Santiago Marro; Elena Cabrio; Serena Villata (J. Biomed. Semant., 2024)

Assessing Argument-based Natural Language Explanations in Medical Text. - Benjamin Molinet; Elena Cabrio; Serena Villata (SAC, 2025)