| 2026 |
Trabalho em evento |
SARA: Leveraging LLM Agents and Jurisprudential Ontologies for Automated Legal Reasoning
Francisco Jucá BOMFIM; Sara PESSOA; Alicia NEVES; Henrique SANTOS; João A Monteiro NETO et al
AAAI 2026 Innovative Applications of AI
DOI 10.1609/aaai.v40i47.41425
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
Portuguese Sentiment Analysis with Open-Source LLMs: Models; Prompts; and Efficient Deployment
Joao Vitor R J LIMA; Vládia Célia Monteiro PINHEIRO; Caminha CARLOS
17th International Conference on Computational Processing of Portuguese (PROPOR 2026)
ISBN 9798891763876
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
Causal_QA.PT: A Human?LLM Co-Curated Benchmark for Causal Question Answering in Portuguese Language
Lia FURTADO; Cintia ARARIPE; Jocelani CASTILHOS; Lucas HOLANDA; Vládia Célia Monteiro PINHEIRO
17th International Conference on Computational Processing of Portuguese (PROPOR 2026)
ISBN 9798891763876
|
PS
Artificial Intelligence
|
| 2026 |
Trabalho em evento |
INTEGRATING MACHINE LEARNING AND GAUSSIAN AHP TO INFORM EDUCATIONAL POLICY: AN EXPLAINABLE ALLOCATION FRAMEWORK
Cintia ARARIPE; Placido Rogerio PINHEIRO; Vládia Célia Monteiro PINHEIRO
20th International Technology; Education and Development Conference
ISBN 9788409823857
|
SH
Management Science and Operations Research
|
| 2026 |
Artigo em periódico |
Harnessing machine learning for property valuation: An examination of access to education and health opportunities in Fortaleza; Brazil
Furtado Lara SUCUPIRA; Silvestre Carvalho CECILIA; Francisco Rocha Damasceno FILIPE; Ferreira De Oliveira Antônio AUGUSTO; Vládia Célia Monteiro PINHEIRO
LAND USE POLICY
DOI 10.1016/j.landusepol.2025.107855
ISSN 0264-8377
|
SH
Management Science and Operations Research
|
| 2025 |
Trabalho em evento |
Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents
Uriel LASHERAS; Vládia Célia Monteiro PINHEIRO
First Workshop on Language Models for Low-Resource Languages (LoResLM 2025)
|
PS
Artificial Intelligence
|
| 2025 |
Trabalho em evento |
Automating Legal Reasoning with Generative AI: A Framework for Judicial Decision Support
Francisco Jucá BOMFIM; João A Monteiro NETO; Alicia NEVES; Vasco FURTADO; Sara PESSOA et al
ICAIL 2025: 20th International Conference on Artificial Intelligence and Law
ISBN 979-8-4007-19
|
PS
Artificial Intelligence
|
| 2025 |
Trabalho em evento |
AI Agents Powered by Open-Source Language Models for Causal Understanding in Portuguese
Uriel LASHERAS; Elioenai L G ALVES; Diego SILVA; Ponte CAIO; Caminha CARLOS et al
35th Brazilian Conference on Intelligent Systems (BRACIS)
|
PS
Artificial Intelligence
|
| 2025 |
Artigo em periódico |
Interventional and Counterfactual Causal Reasoning for LLM-based AI Agents: A Dataset and Evaluation in Portuguese
Uriel LASHERAS; Elioenai L G ALVES; Vládia Célia Monteiro PINHEIRO
Procesamiento del Lenguaje Natural
ISSN 1135-5948
|
PS
Artificial Intelligence
|
| 2025 |
Artigo em periódico |
Open LLMs Meet Causality in Portuguese: A Corpus-Based Fine-Tuning Approach
Uriel LASHERAS; Elioenai L G ALVES; Ponte CAIO; Caminha CARLOS; Vládia Célia Monteiro PINHEIRO
JOURNAL OF THE BRAZILIAN COMPUTER SOCIETY (ONLINE)
ISSN 1678-4804
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
CLSJUR.BR - A Model for Abstractive Summarization of Legal Documents in Portuguese Language based on Contrastive Learning
Alex Aguiar LINS; Carvalho CECILIA; Francisco Jucá BOMFIM; Daniel BENTES; Vládia Célia Monteiro PINHEIRO
16th International Conference on Computational Processing of Portuguese - PROPOR 2024
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
SARA - A Generative AI for Legal Process Summarization Based on Chain of Density Prompt Engineering
Francisco Jucá BOMFIM; João A Monteiro NETO; Gilson Bezerra FILHO; Vasco FURTADO; Vládia Célia Monteiro PINHEIRO
34th Brazilian Conference on Intelligent Systems - BRACIS 2024
ISBN 978-3-031-790
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
An Artificial Intelligence Tool for Identifying Tax Evasion Rates in Smart Government
Sousa FÁBIO; Alves ELIOENAI; Franco WELLINGTON; Bastos ZAIRO; Furtado Lara SUCUPIRA et al
2024 IEEE International Smart Cities Conference (ISC2)
DOI 10.1109/isc260477.2024.11004210
ISBN 9798350364316
|
PS
Artificial Intelligence
|
| 2024 |
Trabalho em evento |
A Machine Learning Application for Smart Government: Dashboards for Effective Taxation of Property Taxes
Furtado Lara S; Queiroz VIRGINIA; Carvalho CECÍLIA; Damasceno Filipe F; Oliveira Antonio A F et al
2024 IEEE International Smart Cities Conference (ISC2)
DOI 10.1109/isc260477.2024.11004218
ISBN 9798350364316
|
SH
Management Science and Operations Research
|
| 2024 |
Artigo em periódico |
LLM experimentation through knowledge graphs: Towards improved management; repeatability; and verification
John S ERICKSON; Henrique SANTOS; Vládia Célia Monteiro PINHEIRO; Jamie P MCCUSKER; Deborah MCGUINNESS
Journal of Web Semantics
ISSN 1570-8268
|
PS
Artificial Intelligence
|
| 2023 |
Trabalho em evento |
LegalBert-pt: A Pretrained Language Model for the Brazilian Portuguese Legal Domain
Raquel SILVEIRA; Ponte CAIO; Vitor ALMEIDA; Vládia Célia Monteiro PINHEIRO; Furtado VASCO
12th Brazilian Conference on Intelligent Systems
|
PS
Artificial Intelligence
|
| 2023 |
Trabalho em evento |
Information Extraction from Financial Statements based on Visually Rich Document Models
Alves Elioenai L G; Carvalho CECÍLIA; De Lima Patrick MARTINS; Vládia Célia Monteiro PINHEIRO; Furtado VASCO
Encontro Nacional de Inteligência Artificial e Computacional
|
PS
Computer Vision and Pattern Recognition
|
| 2023 |
Trabalho em evento |
Leveraging Property Tax Collection Through an Unsupervised Model for Taxpayer Qualification
Alves Elioenai L G; Viana Luiz Zairo BASTOS; Santos FABIO; Franco WELLINGTON; Vládia Célia Monteiro PINHEIRO
Encontro Nacional de Inteligência Artificial e Computacional
DOI 10.5753/eniac.2023.234637
ISBN 2763-9061
|
SH
Management Science and Operations Research
|
| 2023 |
Trabalho em evento |
An Intelligent Model for Generating Indications of Tax Gap in Service Companies
Franco WELLINGTON; Elioenai L G ALVES; Santos FABIO; Viana Luiz Zairo BASTOS; Vládia Célia Monteiro PINHEIRO
II Brazilian Workshop on Artificial Intelligence in Finance
|
SH
Management Science and Operations Research
|
| 2023 |
Trabalho em evento |
Uma Coleção Dourada do Judiciário Brasileiro com Entidades Nomeadas Refinadas.
Maurício BRITO; Vládia Célia Monteiro PINHEIRO; Furtado VASCO; João A Monteiro NETO; Francisco Jucá BONFIM et al
14th Symposium in Information and Human Language Technology (STIL)
|
PS
Computer Vision and Pattern Recognition
|
| 2022 |
Capítulo de livro |
Conversational Assistants and their Applications in Health and Nephrology
Elizabeth FURTADO; Francisco OLIVEIRA; Vládia Célia Monteiro PINHEIRO
Innovations in Nephrology Breakthrough Technologies in Kidney Disease Care
DOI 10.1007/978-3-031-11570-7
ISBN 9783031115
|
HS
Nephrology
|
| 2022 |
Livro |
Computational Processing of the Portuguese Language
Vládia Célia Monteiro PINHEIRO; Pablo GAMALLO; Raquel AMARO; Carolina SCARTON; Fernando BATISTA et al
—
DOI 10.1007/978-3-030-98305-5
ISBN 9783030983048
|
SH
Language and Linguistics
|
| 2022 |
Trabalho em evento |
ExQuestions: An Expanded Factual Corpus for Question Answering over Knowledge Graphs
Franco WELLINGTON; Franco Artur O R; Avila Caio VIKTOR; Cabral LUCAS; Maia GILVAN et al
2022 IEEE 16th International Conference on Semantic Computing (ICSC)
DOI 10.1109/ICSC52841.2022.00046
ISBN 9781665434188
|
PS
General Computer Science
|
| 2022 |
Trabalho em evento |
Using Topic Modeling in Classification of Brazilian Lawsuits
André AGUIAR; Raquel SILVEIRA; Vasco FURTADO; Vládia Célia Monteiro PINHEIRO; João A Monteiro NETO
15th International Conference; PROPOR 2022; Fortaleza; Brazil; March 21?23; 2022; Proceedings
ISBN 978-3-030-983
|
PS
Computer Science Applications
|
| 2021 |
Trabalho em evento |
Text Classification in Legal Documents Extracted from Lawsuits in Brazilian Courts
André AGUIAR; Raquel SILVEIRA; Vládia Célia Monteiro PINHEIRO; Vasco FURTADO; João Araújo NETO
10th Brazilian Conference on Intelligent Systems
|
PS
Computer Science Applications
|
