Retrieval-Augmented Generation for Clinical Question Answering in Portuguese Drug Leaflets: Benefits and Limitations GL Garcia, PH Paiola, JVM Correia, D Rodrigues, JP Papa Proceedings of the 17th International Conference on Computational Processing … , 2026 2026
Class of LLMs: Benchmarking Large Language Models on the Brazilian National Medical Examination JVM Correia, PHA de Castro, GL Garcia, PH Paiola, JP Papa Proceedings of the 17th International Conference on Computational Processing … , 2026 2026
Think Portuguese with Bode Reasoning GL Garcia, AF Schuck, JRR Manesco, PH Paiola, LA Passos, JP Papa Proceedings of the 17th International Conference on Computational Processing … , 2026 2026
Explorando abordagens sem normalização para inferência eficiente em grandes modelos de linguagem DG Candido Universidade Estadual Paulista (Unesp) , 2025 2025
Construção de agente inteligente para a resolução de questões de vestibular com LLM SA Rosa Universidade Estadual Paulista (Unesp) , 2025 2025
Question-answering com modelos de linguagem baseada na abordagem de estudo com flashcards VC Silveira Universidade Estadual Paulista (Unesp) , 2025 2025
Abstractive Summarization with LLMs for Texts in Brazilian Portuguese HAPG de Camargo, PH Paiola, GL Garcia, JP Papa Journal of the Brazilian Computer Society 31 (1), 1031-1049 , 2025 2025 Citations: 2
Evaluating Large Language Models for Brazilian Portuguese Sentiment Analysis: A Comparative Study of Multilingual State-of-the-Art vs. Brazilian Portuguese Fine-Tuned LLMs A da Fonseca Schuck, GL Garcia, JRR Manesco, PH Paiola, JP Papa Journal of the Brazilian Computer Society 31 (1), 885-917 , 2025 2025
The Bode Family of Large Language Models: Investigating the Frontiers of LLMs in Brazilian Portuguese PH Paiola, GL Garcia, JVM Correia, JRR Manesco, ALA Garcia, JP Papa Journal of the Brazilian Computer Society 31 (1), 918-939 , 2025 2025 Citations: 2
Enhancing Governance and Explainability in Large Language Models: A Framework for Interpretability-Driven Decision-Making PH Paiola, GL Garcia, JRR Manesco, L Miranda, MP de Salvo, JP Papa 2025 IEEE 9th Forum on Research and Technologies for Society and Industry … , 2025 2025
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences GL Garcia, JRR Manesco, PH Paiola, L Miranda, MP de Salvo, JP Papa arXiv preprint arXiv:2412.03531 , 2024 2024 Citations: 17
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences G Lino Garcia, JR Ribeiro Manesco, PH Paiola, L Miranda, MP de Salvo, ... arXiv e-prints, arXiv: 2412.03531 , 2024 2024
Comparison of Relation Extraction Models for Generating Knowledge Graphs in the Oil Drilling Domain GHG Ticianeli, AC Junior, IR Guilherme, BE Penteado, SR Perrout, ... Encontro Nacional de Inteligência Artificial e Computacional (ENIAC), 707-718 , 2024 2024
Hate Speech Detection in Portuguese Using BERTimbau JORF Frediani, GL Garcia, PH Paiola, LA Passos, JP Papa, AN Marana Iberoamerican Congress on Pattern Recognition, 244-255 , 2024 2024
GemBode and PhiBode: Adapting Small Language Models to Brazilian Portuguese GL Garcia, PH Paiola, E Garcia, JR Ribeiro Manesco, JP Papa Iberoamerican Congress on Pattern Recognition, 228-243 , 2024 2024 Citations: 4
Impact of Quantization on Large Language Models for Portuguese Classification Tasks DS Jodas, GL Garcia, PH Paiola, JR Ribeiro Manesco, JP Papa Iberoamerican Congress on Pattern Recognition, 213-227 , 2024 2024 Citations: 2
Adapting LLMs for the Medical Domain in Portuguese: A Study on Fine-Tuning and Model Evaluation PH Paiola, GL Garcia, JRR Manesco, M Roder, D Rodrigues, JP Papa arXiv preprint arXiv:2410.00163 , 2024 2024 Citations: 9
Text Summarization and Temporal Learning Models Applied to Portuguese Fake News Detection in a Novel Brazilian Corpus Dataset GL Garcia, PH Paiola, DS Jodas, LA Sugi, JP Papa Proceedings of the 16th International Conference on Computational Processing … , 2024 2024 Citations: 16
RecognaSumm: A Novel Brazilian Summarization Dataset PH Paiola, GL Garcia, DS Jodas, JVM Correia, LA Sugi, JP Papa Proceedings of the 16th International Conference on Computational Processing … , 2024 2024 Citations: 9
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task GL Garcia, PH Paiola, LH Morelli, G Candido, AC Júnior, DS Jodas, ... arXiv preprint arXiv:2401.02909 , 2024 2024 Citations: 33
MOST CITED SCHOLAR PUBLICATIONS
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task GL Garcia, PH Paiola, LH Morelli, G Candido, AC Júnior, DS Jodas, ... arXiv preprint arXiv:2401.02909 , 2024 2024.0 Citations: 33
A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences GL Garcia, JRR Manesco, PH Paiola, L Miranda, MP de Salvo, JP Papa arXiv preprint arXiv:2412.03531 , 2024 2024.0 Citations: 17
Text Summarization and Temporal Learning Models Applied to Portuguese Fake News Detection in a Novel Brazilian Corpus Dataset GL Garcia, PH Paiola, DS Jodas, LA Sugi, JP Papa Proceedings of the 16th International Conference on Computational Processing … , 2024 2024.0 Citations: 16
Adapting LLMs for the Medical Domain in Portuguese: A Study on Fine-Tuning and Model Evaluation PH Paiola, GL Garcia, JRR Manesco, M Roder, D Rodrigues, JP Papa arXiv preprint arXiv:2410.00163 , 2024 2024.0 Citations: 9
RecognaSumm: A Novel Brazilian Summarization Dataset PH Paiola, GL Garcia, DS Jodas, JVM Correia, LA Sugi, JP Papa Proceedings of the 16th International Conference on Computational Processing … , 2024 2024.0 Citations: 9
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task. ar-Xiv preprint GL Garcia, PH Paiola, LH Morelli, G Candido, AC Júnior, DS Jodas, ... arXiv preprint arXiv:2401.02909 , 2024 2024.0 Citations: 5
GemBode and PhiBode: Adapting Small Language Models to Brazilian Portuguese GL Garcia, PH Paiola, E Garcia, JR Ribeiro Manesco, JP Papa Iberoamerican Congress on Pattern Recognition, 228-243 , 2024 2024.0 Citations: 4
Deep Learning-Based Abstractive Summarization for Brazilian Portuguese Texts PH Paiola, GH de Rosa, JP Papa Brazilian Conference on Intelligent Systems, 479-493 , 2022 2022.0 Citations: 4
A Step Forward for Medical LLMs in Brazilian Portuguese: Establishing a Benchmark and a Strong Baseline GL Garcia, JRR Manesco, PH Paiola, PHC Ribeiro, ALA Garcia, JP Papa Citations: 4
Abstractive Summarization with LLMs for Texts in Brazilian Portuguese HAPG de Camargo, PH Paiola, GL Garcia, JP Papa Journal of the Brazilian Computer Society 31 (1), 1031-1049 , 2025 2025.0 Citations: 2
The Bode Family of Large Language Models: Investigating the Frontiers of LLMs in Brazilian Portuguese PH Paiola, GL Garcia, JVM Correia, JRR Manesco, ALA Garcia, JP Papa Journal of the Brazilian Computer Society 31 (1), 918-939 , 2025 2025.0 Citations: 2
Impact of Quantization on Large Language Models for Portuguese Classification Tasks DS Jodas, GL Garcia, PH Paiola, JR Ribeiro Manesco, JP Papa Iberoamerican Congress on Pattern Recognition, 213-227 , 2024 2024.0 Citations: 2
Sumarização abstrativa de textos em português utilizando aprendizado de máquina PH Paiola Universidade Estadual Paulista (Unesp) , 2022 2022.0 Citations: 2
Métodos de Aprendizado de Máquina Adversariais na Detecção de Anomalias em Redes de Computadores LF de Camargo, C Reis, PH Paiola, JP Papa, JRF Brega, KAP da Costa Anais do XXI Simpósio Brasileiro em Segurança da Informação e de Sistemas … , 2021 2021.0 Citations: 1
Lógica intuicionista I1: correção e completude PH Paiola, H de Araujo Feitosa CQD-Revista Eletrônica Paulista de Matemática , 2020 2020.0 Citations: 1
Retrieval-Augmented Generation for Clinical Question Answering in Portuguese Drug Leaflets: Benefits and Limitations GL Garcia, PH Paiola, JVM Correia, D Rodrigues, JP Papa Proceedings of the 17th International Conference on Computational Processing … , 2026 2026.0
Class of LLMs: Benchmarking Large Language Models on the Brazilian National Medical Examination JVM Correia, PHA de Castro, GL Garcia, PH Paiola, JP Papa Proceedings of the 17th International Conference on Computational Processing … , 2026 2026.0
Think Portuguese with Bode Reasoning GL Garcia, AF Schuck, JRR Manesco, PH Paiola, LA Passos, JP Papa Proceedings of the 17th International Conference on Computational Processing … , 2026 2026.0
Explorando abordagens sem normalização para inferência eficiente em grandes modelos de linguagem DG Candido Universidade Estadual Paulista (Unesp) , 2025 2025.0
Construção de agente inteligente para a resolução de questões de vestibular com LLM SA Rosa Universidade Estadual Paulista (Unesp) , 2025 2025.0
