2021

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On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study
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
2021 Volume 58 Issue 3

2020

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Extended pre-processing pipeline for text classification: On the role of meta-feature representations, sparsification and selective sampling
Washington Cunha | Sérgio D. Canuto | Felipe Viegas | Thiago Salles | Christian Gomes | Vítor Mangaravite | Elaine Resende | Thierson Rosa | Marcos André Gonçalves | Leonardo Rocha
2020 Volume 57 Issue 4

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"Keep it Simple, Lazy" - MetaLazy: A New MetaStrategy for Lazy Text Classification
Luiz Felipe Mendes | Marcos André Gonçalves | Washington Cunha | Leonardo Rocha | Thierson Couto Rosa | Wellington Martins
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020