语言学镜头下的意大利变形金刚

Proceedings of the Seventh Italian Conference on Computational Linguistics CLiC-it 2020 Pub Date : 1900-01-01 DOI:10.4000/books.aaccademia.8745

Alessio Miaschi, Gabriele Sarti, D. Brunato, F. Dell’Orletta, Giulia Venturi

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引用次数: 8

摘要

在本文中，我们提出了一个深入调查的语言知识编码的变压器模型目前可用于意大利语。特别是，我们研究了使用不同的探测模型架构是否以及如何影响意大利变压器在编码广泛的语言特征方面的性能。此外，我们探讨了这种隐性知识如何根据不同的文本体裁而变化。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Italian Transformers Under the Linguistic Lens

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.

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Proceedings of the Seventh Italian Conference on Computational Linguistics CLiC-it 2020

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