Almawave-SLU: A new dataset for SLU in Italian

no code implementations • 17 Jul 2019 • Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli

The widespread use of conversational and question answering systems made it necessary to improve the performances of speaker intent detection and understanding of related semantic slots, i. e., Spoken Language Understanding (SLU).

Intent Detection Question Answering +1

Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model

no code implementations • 5 Jul 2019 • Giuseppe Castellucci, Valentina Bellomaria, Andrea Favalli, Raniero Romagnoli

Moreover, we annotated a new dataset for the Italian language, and we observed similar performances without the need for changing the model.

Intent Detection Natural Language Understanding +4