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Celso França
Celso França
Ph.D. student at UFMG - Brazil
Verified email at dcc.ufmg.br
Title
Cited by
Cited by
Year
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
522021
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
222016
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
222016
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
82017
A Comparative Survey of Instance Selection Methods applied to NonNeural and Transformer-Based Text Classification
W Cunha, F Viegas, C França, T Rosa, L Rocha, MA Gonçalves
ACM Computing Surveys, 2023
72023
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
52022
Reforço e Delimitaçao Contextual para Reconhecimento de Entidades e Relaçoes em Documentos Oficiais
FM Belém, M Ganem, C França, M Carvalho, AHF Laender, ...
Anais do XXXVII Simpósio Brasileiro de Bancos de Dados, 292-303, 2022
42022
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 Belém, W Cunha, C França, F Viegas, L Rocha, ...
Information Processing & Management 60 (4), 103336, 2023
22023
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
22021
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
12023
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, 2023
12023
Evolutionary music composition for digital games using regent-dependent creativity metric
HA Batista, LFW Goes, C França, WCA Batista
2017 16th Brazilian Symposium on Computer Games and Digital Entertainment …, 2017
12017
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
12016
Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries
K Constantino, THP Silva, JVB Silva, VAL Cruz, OMM Zucheratto, ...
Journal of Information and Data Management 14 (1), 2023
2023
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
2023
Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents
FM Belém, C Valiense, C França, M Carvalho, M Ganem, G Teixeira, ...
Journal of Information and Data Management 14 (1), 2023
2023
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
2023
Re-Think, Retrieve and Re-Ranking: A New Complementary Two-stage Retrieving and Re-ranking Pipeline for Extreme Multi-Label Text Classification
C França, B Ribeiro-Neto, MA Gonçalves
Anais Estendidos do XXXVIII Simpósio Brasileiro de Bancos de Dados, 152-159, 2023
2023
Aprendizado Federado Sensível ao Risco em Modelos de Ranqueamento
GR Magalhães, MA Gonçalves, DX de Sousa, C França
Anais Estendidos do XXXVIII Simpósio Brasileiro de Bancos de Dados, 145-151, 2023
2023
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
2023
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