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Celso França
Celso França
Ph.D. student at UFMG - Brazil
Zweryfikowany adres z dcc.ufmg.br
Tytuł
Cytowane przez
Cytowane przez
Rok
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
602021
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
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
102023
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
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
62022
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
42023
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
42023
Reforço e delimitação contextual para reconhecimento de entidades e relações 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
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
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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