BERTweet. BR: a pre-trained language model for tweets in Portuguese

F Carneiro, D Vianna, J Carvalho, A Plastino… - Neural Computing and …, 2024 - Springer
Recent advancements in neural language models have been primarily centered around
English, with limited focus on the more than seven thousand other languages. This includes …

Sentiment analysis in Portuguese tweets: an evaluation of diverse word representation models

D Vianna, F Carneiro, J Carvalho, A Plastino… - Language Resources …, 2024 - Springer
During the past years, we have seen a steady increase in the number of social networks
worldwide. Among them, Twitter has consolidated its position as one of the most influential …

An automated corpus annotation experiment in Brazilian Portuguese for sentiment analysis in public security

VDH de Carvalho, TCC Nepomuceno… - … Support Systems X …, 2020 - Springer
This paper aims to present an experiment developed in order to produce a corpus with
automated annotation, using pre-existing annotated corpus and machine learning …

Using social media and personality traits to assess software developers' emotional polarity

L Silva, MG de Castro, MB Silva, M Santos… - PeerJ Computer …, 2023 - peerj.com
Although human factors (eg., cognitive functions, behaviors and skills, human error models,
etc.) are key elements to improve software development productivity and quality, the role of …

Emotional Dashboard: a Non-Intrusive Approach to Monitor Software Developers' Emotions and Personality Traits

L Silva, M Castro, M Silva, M Santos… - 2022 IEEE 22nd …, 2022 - ieeexplore.ieee.org
Developers' emotions are crucial elements that influence the overall job satisfaction of
software engineers, including motivation, productivity, and quality of the work, affecting the …

A basic approach for extracting and analyzing data from Twitter

CC Xavier, M Souza - Special topics in multimedia, IoT and web …, 2020 - Springer
Twitter is a social network and microblogging service where registered users read and post
messages called tweets. Tweets have a maximum of 280 characters and cover every …

CourseObservatory: Sentiment analysis of comments in course surveys

HG Jiménez, MA Casanova, BP Nunes… - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
This article describes experiments with a tool, called CourseObservatory, that applies
sentiment analysis to comments made by students during course surveys. The main …

[PDF][PDF] A Review of Ontology-Based Approaches for Sentiment Analysis: Possible Improvements on the Brazilian Affective Computing Scenario.

E Carneiro, GP Guedes, KT Belloze - ONTOBRAS, 2022 - inf.ufrgs.br
With machine learning (ML) advances, many statistical solutions were developed to solve
Sentiment Analysis (SA) and Natural Language Processing (NLP) issues. However, no …

[PDF][PDF] On the Processing of Course Survey Comments in Higher Education Institutions

HG Jiménez - 2021 - maxwell.vrac.puc-rio.br
Haydée Guillot Jiménez On the Processing of Course Survey Comments in Higher Education
Institutions Page 1 Haydée Guillot Jiménez On the Processing of Course Survey Comments in …

Identificação de Polaridade de Sentimento no Twitter Aplicada à Indústria Calçadista

PR da Silva, AG Adami - Scientia cum Industria, 2019 - sou.ucs.br
Diversos são os trabalhos relatados na literatura científica sobre classificação de
sentimentos, com a extração de mensagens da plataforma de Twitter. Todavia verificou-se a …