Celso França

25 papers A* 2C 2Misc 1Journal 13Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Multi-Dimensional Comparative Study of Generative Adversarial Networks, Diffusion Models, and Statistical Methods for Synthetic Health Data Generation.
BRACIS (3)
Oluwatoyin Joy Omole, Celso França, Samuel N. Alves, Regina Bernal, Deborah Malta, Marcos André Gonçalves, Jussara M. Almeida
2025 A* conf
Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline.
SIGIR
Celso França, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025 J jnl
Ranking-based Fusion Algorithms for Extreme Multi-label Text Classification (XMTC).
CoRR
Celso França, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025 J jnl
Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems.
Inf. Process. Manag.
Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Celso França, Gestefane Rabbi, Thierson Couto Rosa, Marcos André Gonçalves
2024 J jnl
A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks.
CoRR
Fabiano Belém, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Leonardo Rocha, Marcos André Gonçalves
2024 J jnl
CreativeStone: A Creativity Booster for Hearthstone Card Decks.
IEEE Trans. Games
Celso França, Zisen Zhou, Carolina Fernanda da Silva, Cibele Simões de Oliveira Santos, Lucas Braga Ferreira, Lucas Henrique Pereira, Marcos Pablo Souza de Almeida, Marina Iolanda Oliveira, Thaís Damásio, Vinícius Pacheco, Fabrício Góes
2024 J jnl
On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval.
Neurocomputing
Celso França, Rennan C. Lima, Cláudio M. V. de Andrade, Washington Cunha, Pedro O. S. Vaz de Melo, Berthier A. Ribeiro-Neto, Leonardo Rocha, Rodrygo L. T. Santos, Adriana S. Pagano, Marcos André Gonçalves
2024 J jnl
Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents - CluSent Method.
J. Interact. Syst.
Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Guilherme Fonseca, Ana Machado, Leonardo Rocha, Marcos André Gonçalves
2023 J jnl
A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification.
ACM Comput. Surv.
Washington Cunha, Felipe Viegas, Celso França, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves
2023 A* conf
An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification.
SIGIR
Washington Cunha, Celso França, Guilherme Fonseca, Leonardo Rocha, Marcos André Gonçalves
2023 — conf
CluSent - Combining Semantic Expansion and De-Noising for Dataset-Oriented Sentiment Analysis of Short Texts.
WebMedia
Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio Moisés Valiense de Andrade, Leonardo Rocha, Marcos André Gonçalves
2023 J jnl
Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents.
J. Inf. Data Manag.
Fabiano Muniz Belém, Cláudio M. V. de Andrade, Celso França, Marcos Carvalho, Marcelo A. S. Ganem, Gabriel Teixeira, Gabriel Jallais, Alberto H. F. Laender, Marcos André Gonçalves
2023 J jnl
On the class separability of contextual embeddings representations - or "The classifier does not matter when the (text) representation is so good!".
Inf. Process. Manag.
Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha, Celso França, Felipe Viegas, Leonardo Rocha, Marcos André Gonçalves
2023 — conf
PromptNER: Uma Abordagem para Reconhecimento de Entidades Nomeadas em Dados Sensíveis a Partir de Instâncias Rotuladas Automaticamente.
SBBD
Cláudio M. V. de Andrade, Celso França, Fabiano Belém, Gabriel Jallais, Marcelo A. S. Ganem, Gabriel Teixeira, Alberto H. F. Laender, Marcos André Gonçalves
2023 J jnl
TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method.
CoRR
Washington Cunha, Celso França, Leonardo Rocha, Marcos André Gonçalves
2023 — conf
Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis.
SBBD
Welton Santos, Washington Cunha, Celso França, Guilherme Fonseca, Sérgio D. Canuto, Leonardo Rocha, Marcos André Gonçalves
2023 J jnl
Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries.
J. Inf. Data Manag.
Kattiana Constantino, Thiago H. P. Silva, João Vítor B. Silva, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Marcos Carvalho, Welton Santos, Celso França, Cláudio M. V. de Andrade, Alberto H. F. Laender, Marcos André Gonçalves
2022 — conf
Reforço e Delimitação Contextual para Reconhecimento de Entidades e Relações em Documentos Oficiais.
SBBD
Fabiano Muniz Belém, Marcelo A. S. Ganem, Celso França, Marcos Carvalho, Alberto H. F. Laender, Marcos André Gonçalves
2022 — conf
Segmentação e Classificação Semântica de Trechos de Diários Oficiais Usando Aprendizado Ativo.
SBBD
Kattiana Constantino, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Celso França, Marcos Carvalho, Thiago H. P. Silva, Alberto H. F. Laender, Marcos André Gonçalves
2021 Misc conf
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus.
RANLP
Thiago Castro Ferreira, João Victor de Pinho Costa, Isabela Rigotto, Vitoria Portella, Gabriel Frota, Ana Luisa A. R. Guimarães, Adalberto Penna, Isabela Lee, Tayane Arantes Soares, Sophia Rolim, Rossana Cunha, Celso França, Ariel Santos, Rivaney F. Oliveira, Abisague Langbehn, Daniel Hasan Dalip, Marcos André Gonçalves, Rodrigo Bastos Fóscolo, Adriana S. Pagano
2021 J jnl
On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study.
Inf. Process. Manag.
Washington Cunha, Vítor Mangaravite, Christian Gomes, Sérgio D. Canuto, Elaine Resende, Cecilia Nascimento, Felipe Viegas, Celso França, Wellington Santos Martins, Jussara M. Almeida, Thierson Rosa, Leonardo Rocha, Marcos André Gonçalves
2017 C conf
Creative Flavor Pairing: Using RDC Metric to Generate and Assess Ingredients Combination.
ICCC
Alvaro Amorim, Luís F. W. Góes, Alysson Ribeiro Da Silva, Celso França
2017 — conf
Evolutionary Music Composition for Digital Games Using Regent-Dependent Creativity Metric.
SBGames
Herbert Alves Batista, Luís Fabrício Wanderley Góes, Celso França, Wendel Cassio Alves Batista
2017 J jnl
HoningStone: Building Creative Combos With Honing Theory for a Digital Card Game.
IEEE Trans. Comput. Intell. AI Games
Luís Fabrício Wanderley Góes, Alysson Ribeiro Da Silva, João Saffran, Alvaro Amorim, Celso França, Tiago Zaidan, Bernardo M. P. Olimpio, Lucas R. O. Alves, Hugo Morais, Shirley Luana, Carlos Martins
2016 C conf
Regent-Dependent Creativity: A Domain Independent Metric for the Assessment of Creative Artifacts.
ICCC
Celso França, Luís Fabrício Wanderley Góes, Alvaro Amorim, Rodrigo C. O. Rocha, Alysson Ribeiro Da Silva