Argumentation Structure Prediction in CJEU Decisions on Fiscal State Aid

Argumentation Structure Prediction in CJEU Decisions on Fiscal State Aid

We study how propositions are combined inhigher-level structures and how the relations between propositionscan be predicted by NLP models.

September 2023 · Piera Santin, Giulia Grundler, Andrea Galassi, Federico Galli, Francesca Lagioia, Elena Palmieri, Federico Ruggeri, Giovanni Sartor, Paolo Torroni
Detecting and explaining unfairness in consumer contracts through memory networks

Detecting and explaining unfairness in consumer contracts through memory networks

We posit that in this domain useful explanations of classifier outcomes can be provided by resorting to legal rationales.

October 2022 · Federico Ruggeri, Francesca Lagioia, Marco Lippi, Paolo Torroni
Detecting Arguments in CJEU Decisions on Fiscal State Aid

Detecting Arguments in CJEU Decisions on Fiscal State Aid

We present Demosthenes, a novel corpus for argument mining in legal documents, composed of 40 decisions of the Court of Justice of the European Union on matters of fiscal state aid.

October 2022 · Giulia Grundler, Piera Santin, Andrea Galassi, Federico Galli, Francesco Godano, Francesca Lagioia, Elena Palmieri, Federico Ruggeri, Giovanni Sartor, Paolo Torroni