Washington Cunha

32 papers A* 3A 1Misc 1Journal 17Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
QuantumCLEF 2026 The Third Edition of the Quantum Computing Lab at CLEF.
ECIR (4)
Andrea Pasin, Maurizio Ferrari Dacrema, Paolo Cremonesi, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
2026 J jnl
Review-Aware Recommender Systems (RARSs): Recent Advances, Experimental Comparative Analysis, Discussions, and New Directions.
ACM Comput. Surv.
Guilherme Bittencourt, Naan Vasconcelos, Yan Andrade, Nícollas Silva, Washington Cunha, Diego Roberto Colombo Dias, Marcos André Gonçalves, Leonardo Rocha
2025 J jnl
A Noise-Oriented and Redundancy-Aware Instance Selection Framework.
ACM Trans. Inf. Syst.
Washington Cunha, Alejandro Moreo Fernández, Andrea Esuli, Fabrizio Sebastiani, Leonardo Rocha, Marcos André Gonçalves
2025 J jnl
A thorough benchmark of automatic text classification: From traditional approaches to large language models.
CoRR
Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025 J jnl
CTDGSI: A comprehensive exploitation of instance selection methods for automatic text classification. VII Concurso de Teses, Dissertações e Trabalhos de Graduação em SI - XXI Simpósio Brasileiro de Sistemas de Informação.
CoRR
Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
2025 — conf
Characterizing YouTube's Role in Online Gambling Promotion: A Case Study of Fortune Tiger in Brazil.
WebSci
Jessica Costa, Geovana Oliveira, Guilherme Fonseca, Davi Reis, Giancarlo Oliveira Teixeira, Washington Cunha, Leonardo Rocha, Carlos H. G. Ferreira
2025 — conf
Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification.
ACL (1)
Guilherme Fonseca, Washington Cunha, Gabriel Prenassi, Marcos André Gonçalves, Leonardo Chaves Dutra da Rocha
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 — conf
Overview of QuantumCLEF 2025: The Second Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF.
CLEF
Andrea Pasin, Maurizio Ferrari Dacrema, Washington Cunha, Marcos André Gonçalves, Paolo Cremonesi, Nicola Ferro
2025 — conf
QuantumCLEF 2025 - The Second Edition of the Quantum Computing Lab at CLEF.
ECIR (5)
Andrea Pasin, Maurizio Ferrari Dacrema, Paolo Cremonesi, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
2025 — conf
QuantumCLEF 2025: Overview of the Second Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF.
CLEF (Working Notes)
Andrea Pasin, Maurizio Ferrari Dacrema, Washington Cunha, Marcos André Gonçalves, Paolo Cremonesi, Nicola Ferro
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
Why are you traveling? Inferring trip profiles from online reviews and domain-knowledge.
Online Soc. Networks Media
Lucas G. S. Félix, Washington Cunha, Cláudio M. V. de Andrade, Marcos André Gonçalves, Jussara M. Almeida
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 Misc conf
A Quantum Annealing Instance Selection Approach for Efficient and Effective Transformer Fine-Tuning.
ICTIR
Andrea Pasin, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
2024 — conf
A Quantum Annealing-Based Instance Selection Approach for Transformer Fine-Tuning.
IIR
Andrea Pasin, Washington Cunha, Marcos André Gonçalves, Nicola Ferro
2024 J jnl
A Strategy to Combine 1stGen Transformers and Open LLMs for Automatic Text Classification.
CoRR
Cláudio M. V. de Andrade, Washington Cunha, Davi Reis, Adriana S. Pagano, Leonardo Rocha, Marcos André Gonçalves
2024 J jnl
Is it a work or leisure travel? Applying text classification to identify work-related travel on social networks.
CoRR
Lucas Félix, Washington Cunha, Jussara M. Almeida
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
PATopics: An automatic framework to extract useful information from pharmaceutical patents documents.
CoRR
Pablo Cecilio, Antônio Perreira, Juliana Santos Rosa Viegas, Washington Cunha, Felipe Viegas, Elisa Tuler, Fabiana Testa Moura de Carvalho Vicentini, Leonardo Rocha
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
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 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
2022 — conf
Evaluating Topic Modeling Pre-processing Pipelines for Portuguese Texts.
WebMedia
Antônio Pereira De Souza Júnior, Pablo Cecilio, Felipe Viegas, Washington Cunha, Elisa Tuler de Albergaria, Leonardo Chaves Dutra da Rocha
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
2020 A conf
"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification.
CIKM
Luiz Felipe Mendes, Marcos André Gonçalves, Washington Cunha, Leonardo Rocha, Thierson Couto Rosa, Wellington Martins
2020 A* conf
CluHTM - Semantic Hierarchical Topic Modeling based on CluWords.
ACL
Felipe Viegas, Washington Cunha, Christian Gomes, Antônio Pereira De Souza Júnior, Leonardo Rocha, Marcos André Gonçalves
2020 J jnl
Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling.
Inf. Process. Manag.
Washington Cunha, Sérgio D. Canuto, Felipe Viegas, Thiago Salles, Christian Gomes, Vítor Mangaravite, Elaine Resende, Thierson Rosa, Marcos André Gonçalves, Leonardo Rocha