UINAUIL: A Unified Benchmark for Italian Natural Language Understanding
Valerio Basile, Livio Bioglio, Alessio Bosca, Cristina Bosco, Viviana Patti
Abstract
This paper introduces the Unified Interactive Natural Understanding of the Italian Language (UINAUIL), a benchmark of six tasks for Italian Natural Language Understanding. We present a description of the tasks and software library that collects the data from the European Language Grid, harmonizes the data format, and exposes functionalities to facilitates data manipulation and the evaluation of custom models. We also present the results of tests conducted with available Italian and multilingual language models on UINAUIL, providing an updated picture of the current state of the art in Italian NLU.- Anthology ID:
- 2023.acl-demo.33
- Volume:
- Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)
- Month:
- July
- Year:
- 2023
- Address:
- Toronto, Canada
- Editors:
- Danushka Bollegala, Ruihong Huang, Alan Ritter
- Venue:
- ACL
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 348–356
- Language:
- URL:
- https://aclanthology.org/2023.acl-demo.33
- DOI:
- 10.18653/v1/2023.acl-demo.33
- Cite (ACL):
- Valerio Basile, Livio Bioglio, Alessio Bosca, Cristina Bosco, and Viviana Patti. 2023. UINAUIL: A Unified Benchmark for Italian Natural Language Understanding. In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), pages 348–356, Toronto, Canada. Association for Computational Linguistics.
- Cite (Informal):
- UINAUIL: A Unified Benchmark for Italian Natural Language Understanding (Basile et al., ACL 2023)
- PDF:
- https://preview.aclanthology.org/ingest-acl-2023-videos/2023.acl-demo.33.pdf