Zobrazeno 1 - 10
of 388
pro vyhledávání: '"Gonçalves, Marcos André"'
Autor:
de Andrade, Claudio M. V., Cunha, Washington, Reis, Davi, Pagano, Adriana Silvina, Rocha, Leonardo, Gonçalves, Marcos André
Transformer models have achieved state-of-the-art results, with Large Language Models (LLMs), an evolution of first-generation transformers (1stTR), being considered the cutting edge in several NLP tasks. However, the literature has yet to conclusive
Externí odkaz:
http://arxiv.org/abs/2408.09629
Autor:
Belém, Fabiano, Cunha, Washington, França, Celso, Andrade, Claudio, Rocha, Leonardo, Gonçalves, Marcos André
This is the first work to investigate the effectiveness of BERT-based contextual embeddings in active learning (AL) tasks on cold-start scenarios, where traditional fine-tuning is infeasible due to the absence of labeled data. Our primary contributio
Externí odkaz:
http://arxiv.org/abs/2407.17284
Autor:
Borges do Nascimento, Israel Júnior, Marcolino, Milena Soriano, Abdulazeem, Hebatullah Mohamed, Weerasekara, Ishanka, Azzopardi-Muscat, Natasha, Gonçalves, Marcos André, Novillo-Ortiz, David
Publikováno v:
Journal of Medical Internet Research, Vol 23, Iss 4, p e27275 (2021)
BackgroundAlthough the potential of big data analytics for health care is well recognized, evidence is lacking on its effects on public health. ObjectiveThe aim of this study was to assess the impact of the use of big data analytics on people’s he
Externí odkaz:
https://doaj.org/article/33909996b5d64fba93d6c4cdf2eb9aa1
There is a niche of companies responsible for intermediating the purchase of large batches of varied products for other companies, for which the main challenge is to perform product description standardization, i.e., matching an item described by a c
Externí odkaz:
http://arxiv.org/abs/2310.03491
Autor:
França, Celso, Lima, Rennan C., Andrade, Claudio, Cunha, Washington, de Melo, Pedro O.S. Vaz, Ribeiro-Neto, Berthier, Rocha, Leonardo, Santos, Rodrygo L.T., Pagano, Adriana Silvina, Gonçalves, Marcos André
Publikováno v:
In Neurocomputing 1 October 2024 600
Akademický článek
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Autor:
de Andrade, Claudio M.V., Belém, Fabiano M., Cunha, Washington, França, Celso, Viegas, Felipe, Rocha, Leonardo, Gonçalves, Marcos André
Publikováno v:
In Information Processing and Management July 2023 60(4)
Publikováno v:
In Information Sciences November 2022 615:24-38
Autor:
Ribeiro, Filipe Nunes, Araújo, Matheus, Gonçalves, Pollyanna, Benevenuto, Fabrício, Gonçalves, Marcos André
In the last few years thousands of scientific papers have investigated sentiment analysis, several startups that measure opinions on real data have emerged and a number of innovative products related to this theme have been developed. There are multi
Externí odkaz:
http://arxiv.org/abs/1512.01818
Autor:
Cunha, Washington, Mangaravite, Vítor, Gomes, Christian, Canuto, Sérgio, Resende, Elaine, Nascimento, Cecilia, Viegas, Felipe, França, Celso, Martins, Wellington Santos, Almeida, Jussara M., Rosa, Thierson, Rocha, Leonardo, Gonçalves, Marcos André
Publikováno v:
In Information Processing and Management May 2021 58(3)