- Laura Dietz, Hannah Bast, Shubham Chatterjee, Jeffrey Dalton, Jian-Yun Nie, Rodrigo Frassetto Nogueira:
Neuro-Symbolic Representations for Information Retrieval. SIGIR 2023: 3436-3439 - Fernando Ferraretto, Thiago Laitz, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
ExaRanker: Synthetic Explanations Improve Neural Rankers. SIGIR 2023: 2409-2414 - Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Frassetto Nogueira, Hamed Zamani:
A Personalized Dense Retrieval Framework for Unified Information Access. SIGIR 2023: 121-130 - Vitor Jeronymo, Luiz Henrique Bonifacio, Hugo Queiroz Abonizio, Marzieh Fadaee, Roberto de Alencar Lotufo, Jakub Zavrel, Rodrigo Frassetto Nogueira:
InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval. CoRR abs/2301.01820 (2023) - Fernando Ferraretto, Thiago Laitz, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
ExaRanker: Explanation-Augmented Neural Ranker. CoRR abs/2301.10521 (2023) - Vitor Jeronymo, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual Retrieval. CoRR abs/2303.16145 (2023) - Desnes Nunes, Ricardo Primi, Ramon Pires, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Evaluating GPT-3.5 and GPT-4 Models on Brazilian University Admission Exams. CoRR abs/2303.17003 (2023) - Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Frassetto Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang:
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval. CoRR abs/2304.01019 (2023) - Ramon Pires, Hugo Queiroz Abonizio, Thales Sales Almeida, Rodrigo Frassetto Nogueira:
Sabiá: Portuguese Large Language Models. CoRR abs/2304.07880 (2023) - Hansi Zeng, Surya Kallumadi, Zaid Alibadi, Rodrigo Frassetto Nogueira, Hamed Zamani:
A Personalized Dense Retrieval Framework for Unified Information Access. CoRR abs/2304.13654 (2023) - Matteus Vargas Simão da Silva, Rodrigo Reis Arrais, Jhessica Victoria Santos da Silva, Felipe Souza Tânios, Mateus Antonio Chinelatto, Natalia Backhaus Pereira, Renata De Paris, Lucas Cesar Ferreira Domingos, Rodrigo Dória Villaça, Vitor Lopes Fabris, Nayara Rossi Brito da Silva, Ana Claudia Akemi Matsuki de Faria, Jose Victor Nogueira Alves da Silva, Fabiana Cristina Queiroz de Oliveira Marucci, Francisco Alves de Souza Neto, Danilo Xavier Silva, Vitor Yukio Kondo, Claudio Filipi Gonçalves dos Santos:
eXplainable Artificial Intelligence on Medical Images: A Survey. CoRR abs/2305.07511 (2023) - Hugo Queiroz Abonizio, Luiz Henrique Bonifacio, Vitor Jeronymo, Roberto de Alencar Lotufo, Jakub Zavrel, Rodrigo Frassetto Nogueira:
InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval. CoRR abs/2307.04601 (2023) - Thales Sales Almeida, Thiago Laitz, Giovana K. Bonás, Rodrigo Frassetto Nogueira:
BLUEX: A benchmark based on Brazilian Leading Universities Entrance eXams. CoRR abs/2307.05410 (2023) - Joberto S. B. Martins, Tereza Cristina M. B. Carvalho, Rodrigo Moreira, Cristiano Both, Adnei W. Donatti, João Henrique G. M. Corrêa, José Augusto Suruagy Monteiro, Sand Luz Corrêa, Antônio J. G. Abelém, Moisés R. N. Ribeiro, José Marcos S. Nogueira, Luiz Claudio Schara Magalhães, Juliano Araujo Wickboldt, Tiago Ferreto, Ricardo C. de Mello, Rafael Pasquini, Marcos F. Schwarz, Leobino N. Sampaio, Daniel F. Macedo, José Ferreira de Rezende, Kleber Vieira Cardoso, Flávio Oliveira Silva:
Enhancing Network Slicing Architectures with Machine Learning, Security, Sustainability and Experimental Networks Integration. CoRR abs/2307.09151 (2023) - Jayr Alencar Pereira, Rodrigo Frassetto Nogueira, Cleber Zanchettin, Robson do Nascimento Fidalgo:
Predictive Authoring for Brazilian Portuguese Augmentative and Alternative Communication. CoRR abs/2308.09497 (2023) - Arthur Nicholas dos Santos, Jayr Alencar Pereira, Rodrigo Nogueira, Bruno S. Masiero, Shiva Sander-Tavallaey, Elias Zea:
An experiment on an automated literature survey of data-driven speech enhancement methods. CoRR abs/2310.06260 (2023) - Ramon Pires, Thales Sales Almeida, Hugo Queiroz Abonizio, Rodrigo Frassetto Nogueira:
Evaluating GPT-4's Vision Capabilities on Brazilian University Admission Exams. CoRR abs/2311.14169 (2023) - 2022
- Amália S. V. Vasconcelos, Josenildo S. Lima, Rodrigo T. N. Cardoso, José L. Acebal, Aníbal M. Loaiza:
Optimal control of Aedes aegypti using rainfall and temperature data. Comput. Appl. Math. 41(3) (2022) - Maísa Kely de Melo, Rodrigo Tomás Nogueira Cardoso, Tales Argolo Jesus:
Multiobjective Model Predictive Control for portfolio optimization with cardinality constraint. Expert Syst. Appl. 205: 117639 (2022) - Rodrigo Feteira-Santos, Catarina Camarinha, Miguel de Araújo Nobre, Cecília Elias, Leonor Bacelar-Nicolau, Andreia Silva Costa, Cristina Furtado, Paulo Jorge Nogueira:
Improving morbidity information in Portugal: Evidence from data linkage of COVID-19 cases surveillance and mortality systems. Int. J. Medical Informatics 163: 104763 (2022) - Ariane Priscilla Magalhães Tenório, José Raniery Ferreira Jr., Vitor Faeda Dalto, Matheus Calil Faleiros, Rodrigo Luppino Assad, Paulo Louzada-Junior, Marcello Henrique Nogueira-Barbosa, Rangaraj Mandayam Rangayyan, Paulo Mazzoncini de Azevedo Marques:
Radiomic Quantification for MRI Assessment of Sacroiliac Joints of Patients with Spondyloarthritis. J. Digit. Imaging 35(1): 29-38 (2022) - Ricardo Araújo Rios, Tatiane Nogueira Rios, Gabriel R. Palma, Rodrigo Fernandes de Mello:
Brazilian Forest Dataset: A new dataset to model local biodiversity. J. Exp. Theor. Artif. Intell. 34(2): 327-354 (2022) - Maísa Kely de Melo, Rodrigo T. N. Cardoso, Tales Argolo Jesus:
MultiObjective Dynamic Optimization of Investment Portfolio Based on Model Predictive Control. SIAM J. Control. Optim. 60(1): 104-123 (2022) - Hugo Queiroz Abonizio, Leandro Rodrigues de Souza, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
MonoByte: A Pool of Monolingual Byte-level Language Models. COLING 2022: 3506-3513 - Ramon Pires, Fábio C. de Souza, Guilherme Moraes Rosa, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
Sequence-to-Sequence Models for Extracting Information from Registration and Legal Documents. DAS 2022: 83-95 - Thales Sales Almeida, Thiago Laitz, João Seródio, Luiz Henrique Bonifacio, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
NeuralSearchX: Serving a Multi-billion-parameter Reranker for Multilingual Metasearch at a Low Cost. DESIRES 2022: 40-52 - Luiz Henrique Bonifacio, Hugo Queiroz Abonizio, Marzieh Fadaee, Rodrigo Frassetto Nogueira:
InPars: Unsupervised Dataset Generation for Information Retrieval. SIGIR 2022: 2387-2392 - Xueguang Ma, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin:
Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2. SIGIR 2022: 3187-3197 - Vitor Jeronymo, Roberto de Alencar Lotufo, Rodrigo Frassetto Nogueira:
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual Retrieval. TREC 2022 - Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Frassetto Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang:
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval. TREC 2022