Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control. - Fabio Massimo Zanzotto; Dario Onorati; Pierfrancesco Tommasino; Andrea Santilli; Leonardo Ranaldi; Francesca Fallucchi (XAI.it@AI*IA, 2020)

KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations. - Fabio Massimo Zanzotto; Andrea Santilli; Leonardo Ranaldi; Dario Onorati; Pierfrancesco Tommasino; Francesca Fallucchi (EMNLP (1), 2020)

Pat-in-the-Loop: Declarative Knowledge for Controlling Neural Networks. - Dario Onorati; Pierfrancesco Tommasino; Leonardo Ranaldi; Francesca Fallucchi; Fabio Massimo Zanzotto (Future Internet, 2020)