Celso França

PhD student, DCC, Universidade Federal de Minas Gerais, Universidade Federal de Minas Gerais

Joined

February 2023

Names

Celso França (Preferred)

Emails

****@dcc.ufmg.br (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

DCC, Universidade Federal de Minas Gerais, Universidade Federal de Minas Gerais (ufmg.br)

2018 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Leonardo Chaves Dutra da Rocha

2020 – 2026

PhD Advisor

Marcos André Gonçalves

2018 – 2026

PhD Advisor

Berthier A. Ribeiro-Neto

2018 – 2020

Expertise

No areas of expertise listed

Publications

Ranking-based Fusion Algorithms for Extreme Multi-label Text Classification (XMTC)
Celso França, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
- CoRR 2025
- Readers: Everyone
Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems
Pedro Henrique Silva Rodrigues, Daniel Xavier de Sousa, Celso França, Gestefane Rabbi, Thierson Couto Rosa, Marcos André Gonçalves
- Inf. Process. Manag. 2025
- Readers: Everyone
Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline
Celso França, Gestefane Rabbi, Thiago Salles, Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
- SIGIR 2025
- Readers: Everyone
CreativeStone: A Creativity Booster for Hearthstone Card Decks
Celso França, Zisen Zhou, Carolina Fernanda da Silva, Cibele Simões de Oliveira Santos, Lucas Braga Ferreira, Lucas Henrique Pereira, Marcos Pablo Souza de Almeida, Marina Iolanda Oliveira, Thaís Damásio, Vinícius Pacheco, Fabrício Góes
- IEEE Trans. Games 2024
- Readers: Everyone
On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval
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
- Neurocomputing 2024
- Readers: Everyone
Pipelining Semantic Expansion and Noise Filtering for Sentiment Analysis of Short Documents - CluSent Method
Felipe Viegas, Sérgio D. Canuto, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Guilherme Fonseca, Ana Machado, Leonardo Rocha, Marcos André Gonçalves
- J. Interact. Syst. 2024
- Readers: Everyone
A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks
Fabiano Belém, Washington Cunha, Celso França, Cláudio M. V. de Andrade, Leonardo Rocha, Marcos André Gonçalves
- CoRR 2024
- Readers: Everyone
Contextual Reinforcement, Entity Delimitation and Generative Data Augmentation for Entity Recognition and Relation Extraction in Official Documents
Fabiano Muniz Belém, Cláudio M. V. de Andrade, Celso França, Marcos Carvalho, Marcelo A. S. Ganem, Gabriel Teixeira, Gabriel Jallais, Alberto H. F. Laender, Marcos André Gonçalves
- J. Inf. Data Manag. 2023
- Readers: Everyone
Using Active Learning for Segmentation and Semantic Classification of Legal Acts Extracted from Official Diaries
Kattiana Constantino, Thiago H. P. Silva, João Vítor B. Silva, Victor Augusto L. Cruz, Otávio M. M. Zucheratto, Marcos Carvalho, Welton Santos, Celso França, Cláudio M. V. de Andrade, Alberto H. F. Laender, Marcos André Gonçalves
- J. Inf. Data Manag. 2023
- Readers: Everyone
An Effective, Efficient, and Scalable Confidence-Based Instance Selection Framework for Transformer-Based Text Classification
Washington Cunha, Celso França, Guilherme Fonseca, Leonardo Chaves Dutra da Rocha, Marcos André Gonçalves
- 09 Jun 2023
- ACM SIGIR Badging Submission
- Readers: Everyone

View all 25 publications

Co-Authors

View all 80 co-authors