| On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study W Cunha, V Mangaravite, C Gomes, S Canuto, E Resende, C Nascimento, ... Information Processing & Management 58 (3), 102481, 2021 | 85 | 2021 |
| A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification W Cunha, F Viegas, C França, T Rosa, L Rocha, MA Gonçalves ACM Computing Surveys 55 (13s), 1-52, 2023 | 34 | 2023 |
| Regent-dependent creativity: A domain independent metric for the assessment of creative artifacts C França, LFW Góes, A Amorim, R Rocha, AR Da Silva Proceedings of the Seventh International Conference on Computational …, 2016 | 25 | 2016 |
| Honingstone: Building creative combos with honing theory for a digital card game LFW Goes, AR Da Silva, J Saffran, A Amorim, C Franca, T Zaidan, ... IEEE Transactions on Computational Intelligence and AI in Games 9 (2), 204-209, 2016 | 23 | 2016 |
| An effective, efficient, and scalable confidence-based instance selection framework for transformer-based text classification W Cunha, C França, G Fonseca, L Rocha, MA Gonçalves Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 21 | 2023 |
| On the class separability of contextual embeddings representations–or “the classifier does not matter when the (text) representation is so good!” CMV de Andrade, FM Belem, W Cunha, C França, F Viegas, L Rocha, ... Information Processing & Management 60 (4), 103336, 2023 | 10 | 2023 |
| Creative Flavor Pairing: Using RDC Metric to Generate and Assess Ingredients Combination. A Amorim, LFW Góes, AR Da Silva, C França ICCC, 33-40, 2017 | 9 | 2017 |
| Segmentação e classificação semântica de trechos de diários oficiais usando aprendizado ativo K Constantino, VAL Cruz, OMM Zucheratto, C França, M Carvalho, ... Anais do XXXVII Simpósio Brasileiro de Bancos de Dados, 304-316, 2022 | 8 | 2022 |
| Tpdr: A novel two-step transformer-based product and class description match and retrieval method W Cunha, C França, L Rocha, MA Gonçalves arXiv preprint arXiv:2310.03491, 2023 | 5 | 2023 |
| Reforço e delimitação contextual para reconhecimento de entidades e relações em documentos oficiais FM Belém, M Ganem, C França, M Carvalho, AHF Laender, ... Simpósio Brasileiro de Banco de Dados (SBBD), 292-303, 2022 | 4 | 2022 |
| On representation learning-based methods for effective, efficient, and scalable code retrieval C França, RC Lima, C Andrade, W Cunha, POSV de Melo, B Ribeiro-Neto, ... Neurocomputing 600, 128172, 2024 | 3 | 2024 |
| A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks F Belém, W Cunha, C França, C Andrade, L Rocha, MA Gonçalves arXiv preprint arXiv:2407.17284, 2024 | 3 | 2024 |
| Clusent–combining semantic expansion and de-noising for dataset-oriented sentiment analysis of short texts F Viegas, S Canuto, W Cunha, C França, C Valiense, L Rocha, ... Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 110-118, 2023 | 3 | 2023 |
| CreativeStone: A Creativity Booster for Hearthstone Card Decks C França, Z Zhou, CF da Silva, CS de Oliveira Santos, LB Ferreira, ... IEEE Transactions on Games 16 (1), 214-224, 2023 | 2 | 2023 |
| Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus TC Ferreira, JV de Pinho Costa, I Rigotto, V Portella, G Frota, ... Proceedings of the International Conference on Recent Advances in Natural …, 2021 | 2 | 2021 |
| Avaliacao da Percepcao de Jogadores sobre a Criatividade de Combos do Jogo Digital de Cartas Hearthstone SL Ramos, LFW Góes, L Ponciano, C França, H Morais Brazilian Computing Society conference on Games (SBGames), 190-193, 2016 | 2 | 2016 |
| Juventude e aprendizagem com as tecnologias: uma reflexão a partir da abordagem históricocultural LG FREITAS, CC FRANÇA, LAS ALVES Juventudes e tecnologias: sociabilidades e aprendizagens. Brasília, DF …, 2015 | 2 | 2015 |
| Exploiting Contextual Embeddings in Hierarchical Topic Modeling and Investigating the Limits of the Current Evaluation Metrics F Viegas, A Pereira, W Cunha, C França, C Andrade, E Tuler, L Rocha, ... Computational Linguistics, 1-59, 2024 | 1 | 2024 |
| Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents–CluSent Method F Viegas, S Canuto, W Cunha, C França, C Valiense, G Fonseca, ... Journal on Interactive Systems 15 (1), 561-575, 2024 | 1 | 2024 |
| Uma Metodologia para Tratamento do Viés da Maioria em Modelos de Stacking via Identificação de Documentos Difíceis W Santos, W Cunha, C França, G Fonseca, S Canuto, L Rocha, ... Anais do XXXVIII Simpósio Brasileiro de Bancos de Dados, 408-413, 2023 | 1 | 2023 |
Marcos Andre GoncalvesComputer Science Professor, Universidade Federal de Minas Gerais, BrazilVerified email at dcc.ufmg.br
