Zobrazeno 1 - 10
of 149
pro vyhledávání: '"Mastromattei A"'
Publikováno v:
Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP (NLPerspectives) @ LREC-COLING 2024
This paper explores the correlation between linguistic diversity, sentiment analysis and transformer model architectures. We aim to investigate how different English variations impact transformer-based models for irony detection. To conduct our study
Externí odkaz:
http://arxiv.org/abs/2406.02338
Neural network pruning has become increasingly crucial due to the complexity of these models and their widespread use in various fields. Existing pruning algorithms often suffer from limitations such as architecture specificity, excessive complexity
Externí odkaz:
http://arxiv.org/abs/2402.03142
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages
Autor:
Ruzzetti, Elena Sofia, Ranaldi, Federico, Logozzo, Felicia, Mastromattei, Michele, Ranaldi, Leonardo, Zanzotto, Fabio Massimo
Publikováno v:
Findings of the Association for Computational Linguistics: EMNLP 2023, Association for Computational Linguistics, 2023, pages 14447 - 14461
The impressive achievements of transformers force NLP researchers to delve into how these models represent the underlying structure of natural language. In this paper, we propose a novel standpoint to investigate the above issue: using typological si
Externí odkaz:
http://arxiv.org/abs/2305.02215
Autor:
Xompero, Giancarlo A., Mastromattei, Michele, Salman, Samir, Giannone, Cristina, Favalli, Andrea, Romagnoli, Raniero, Zanzotto, Fabio Massimo
Publikováno v:
Proceedings of the Language Resources and Evaluation Conference, 2022
Incorporating explicit domain knowledge into neural-based task-oriented dialogue systems is an effective way to reduce the need of large sets of annotated dialogues. In this paper, we investigate how the use of explicit domain knowledge of conversati
Externí odkaz:
http://arxiv.org/abs/2109.13029
Autor:
Ruzzetti, Elena Sofia, Ranaldi, Leonardo, Mastromattei, Michele, Fallucchi, Francesca, Zanzotto, Fabio Massimo
Publikováno v:
Findings of the Association for Computational Linguistics: ACL 2022
Word embeddings are powerful dictionaries, which may easily capture language variations. However, these dictionaries fail to give sense to rare words, which are surprisingly often covered by traditional dictionaries. In this paper, we propose to use
Externí odkaz:
http://arxiv.org/abs/2109.11763
Publikováno v:
BMC Family Practice, Vol 9, Iss 1, p 29 (2008)
Abstract Background The Mini-Mental State Examination (MMSE) has contributed to detecting cognitive impairment, yet few studies have evaluated its accuracy when used by general practitioners (GP) in an actual public-health setting. Objectives We eval
Externí odkaz:
https://doaj.org/article/7dbffca7baff4f168df53c257e27d724
Akademický článek
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Autor:
Andrea Barbara, Leonardo Villani, Paolo Lombardo, Paolo Parente, Antonella Gemma, Debora Angeletti, Tiziana Chiriaco, Antonio Mastromattei, Svetlana Akselrod, Mauro Goletti, Enrico Di Rosa, Corrado De Vito
Publikováno v:
Digital Health, Vol 9 (2023)
Background Telemedical approaches represent a valuable tool for the management of coronavirus disease 2019 patients, allowing daily clinical assessment, monitoring of vital parameters, remote visits, and prescription of treatment or hospitalization i
Externí odkaz:
https://doaj.org/article/c12d9f8eb007445f938117f7ee390cfe
Autor:
Roberto Antonucci, Maria Grazia Clemente, Luca Antonucci, Alessandro Canetto, Stefania Mastromattei, Noemi Chiapello, Nadia Vacca, Laura Saderi, Giovanni Sotgiu, Cristian Locci
Publikováno v:
Italian Journal of Pediatrics, Vol 48, Iss 1, Pp 1-10 (2022)
Abstract Background The COVID-19 pandemic and associated public health measures have had a profound impact on health systems worldwide. The aim of this study was to assess quantitative and qualitative changes in Pediatric Emergency Department (PED) v
Externí odkaz:
https://doaj.org/article/a4403b685c524a9e8f25234e8f594912
Publikováno v:
ArcHistoR Architettura Storia Restauro: Architecture History Restoration, Vol 0, Iss 0, Pp 1872-1885 (2020)
L’abbandono dei borghi antichi e la riduzione del senso di comunità che li caratterizzava, rendono urgente ripensare forme e pratiche che possano riaccendere l’interesse verso i luoghi stessi, il loro patrimonio edificato e la loro possibile ria
Externí odkaz:
https://doaj.org/article/b3201e208be84f9ca265180b54d0a147