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Assessing the Cross-Market Generalization Capability of the CLAUDETTE System
Agnieszka Jablonowska, Francesca Lagioia, Marco Lippi, Hans-Wolfgang Micklitz, Giovanni Sartor, Giacomo Tagiuri
62 - 67
10.3233/FAIA210318
Research Article
Frontiers in Artificial Intelligence and Applications
Volume 346: Legal Knowledge and Information Systems
Abstract

We present a study aimed at testing the CLAUDETTE system’s ability to generalise the concept of unfairness in consumer contracts across diverse market sectors. The data set includes 142 terms of services grouped in five sub-sets: travel and accommodation, games and entertainment, finance and payments, health and well-being, and the more general others. Preliminary results show that the classifier has satisfying performance on all the sectors.

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