Real Life Application of a Question Answering System Using BERT Language Model
Francesca Alloatti | Luigi Di Caro | Gianpiero Sportelli
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue
It is often hard to apply the newest advances in research to real life scenarios. They usually require the resolution of some specific task applied to a restricted domain, all the while providing small amounts of data to begin with. In this study we apply one of the newest innovations in Deep Learning to a task of text classification. We created a question answering system in Italian that provides information about a specific subject, e-invoicing and digital billing. Italy recently introduced a new legislation about e-invoicing and people have some legit doubts, therefore a large share of professionals could benefit from this tool.