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Italian Transformers Under the Linguistic Lens

Conference Paper
Publication Date:
2020
abstract:
In this paper we present an in-depth investigation of the linguistic knowledge encoded by the transformer models currently available for the Italian language. In particular, we investigate whether and how using different architectures of probing models affects the performance of Italian transformers in encoding a wide spectrum of linguistic features. Moreover, we explore how this implicit knowledge varies according to different textual genres.
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
nlp; neural language models; interpretability
List of contributors:
Brunato, DOMINIQUE PIERINA; Miaschi, Alessio; Dell'Orletta, Felice; Venturi, Giulia
Authors of the University:
BRUNATO DOMINIQUE PIERINA
DELL'ORLETTA FELICE
MIASCHI ALESSIO
VENTURI GIULIA
Handle:
https://iris.cnr.it/handle/20.500.14243/421765
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URL

http://ceur-ws.org/Vol-2769/paper_56.pdf
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