Comprehensive review and comparative analysis of transformer models in sentiment analysis

H Bashiri, H Naderi - Knowledge and Information Systems, 2024 - Springer
Sentiment analysis has become an important task in natural language processing because it
is used in many different areas. This paper gives a detailed review of sentiment analysis …

On the evaluation and combination of state-of-the-art features in Twitter sentiment analysis

J Carvalho, A Plastino - Artificial Intelligence Review, 2021 - Springer
Sentiment analysis of short informal texts, such as tweets, remains a challenging task due to
their particular characteristics. Much effort has been made in the literature of Twitter …

Sentiment analysis in tweets: an assessment study from classical to modern word representation models

S Barreto, R Moura, J Carvalho, A Paes… - Data Mining and …, 2023 - Springer
With the exponential growth of social media networks, such as Twitter, plenty of user-
generated data emerge daily. The short texts published on Twitter–the tweets–have earned …

Less is more: Pruning BERTweet architecture in Twitter sentiment analysis

R Moura, J Carvalho, A Plastino, A Paes - Information Processing & …, 2024 - Elsevier
Transformer-based models have been scaled up to account for absorbing more information
and improve their performances. However, several studies have called attention to their …

An assessment study of features and meta-level features in twitter sentiment analysis

J Carvalho, A Plastino - ECAI 2016, 2016 - ebooks.iospress.nl
Sentiment analysis is the task of determining the opinion expressed on subjective data,
which may include microblog messages, such as tweets. This type of message has been …

Automatic identification of irony: a case study on Twitter

YDT Alves, AL Sanches, DH Dalip, IS Silva - Proceedings of the 25th …, 2019 - dl.acm.org
Sentiment analysis has been applied to large masses of data produced by social media,
allowing to investigate users' opinion about products, brands and news. However, the …

A judicialização da política e os sentidos especulativos do acontecimento" CPI da Covid" na Folha de S. Paulo e no Twitter

CS David - 2022 - repositorio.ufsm.br
The main objective of this thesis is to analyze the meanings given by the newspaper Folha
de S. Paulo and by Twitter users to the event Parliamentary Commission of Inquiry on the …

A argumentação no discurso digital

CS de David… - Revista Eletrônica de …, 2022 - periodicos.uesc.br
Este artigo analisa os sentidos que os usuários do Twitter concederam à Comissão
Parlamentar de Inquérito (CPI) da Pandemia, mais conhecida como “CPI da Covid”. A partir …

[PDF][PDF] Análise das Mensagens sobre Contabilidade Orçamentária do Setor Publico Federal Publicadas na Plataforma X

AL Cirino, T Zimerer, NA Pereira, JCS Reis, ACB Júnior - researchgate.net
This study emphasizes the importance of communicating accounting information in the
public sector for strengthening democracy, allowing citizens to control their rulers. Therefore …

[PDF][PDF] Análise multimodal em blogs brasileiros

GP Dal Molin - 2019 - repositorio.pucrs.br
O uso de mídias sociais está cada vez mais presente em nossas vidas. É através de
imagens, textos e vídeos que os seres humanos tentam se comunicar nas redes sociais e …