Celso França

Universidade Federal de Minas Gerais

5H指数

40论文数

245被引数

收录论文 5

发表时间

Risk-sensitive optimization of neural deep learning ranking models with applications in ad-hoc retrieval and recommender systems 风险敏感优化下的深度学习排序模型及其在即席检索和推荐系统中的应用

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2025-07-01

PREAI

Rodrigues, Pedro Henrique Silva; de Sousa, Daniel Xavier; Franca, Celso; Rabbi, Gestefane; Rosa, Thierson Couto; Goncalves, Marcos Andre

On Representation Learning-based Methods for Effective, Efficient, and Scalable Code Retrieval

NEUROCOMPUTING

IF6.5

2024-10-01

PREAI

Franca, Celso; Lima, Rennan C.; Andrade, Claudio; Cunha, Washington; Melo, Pedro O. S. Vaz de; Ribeiro-Neto, Berthier; Rocha, Leonardo; Santos, Rodrygo L. T.; Pagano, Adriana Silvina; Goncalves, Marcos Andre

A Comparative Survey of Instance Selection Methods applied to Non-Neural and Transformer-Based Text Classification

ACM COMPUTING SURVEYS

IF28

2023-07-13

PREAI

Cunha, Washington; Viegas, Felipe; Franca, Celso; Rosa, Thierson; Rocha, Leonardo; Goncalves, Marcos Andre

On the class separability of contextual embeddings representations-or The classifier does not matter when the (text) representation is so good!

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2023-07-01

PREAI

de Andrade, Claudio M. V.; Belem, Fabiano M.; Cunha, Washington; Franca, Celso; Viegas, Felipe; Rocha, Leonardo; Goncalves, Marcos Andre

On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2021-05-01

PREAI

Cunha, Washington; Mangaravite, Vitor; Gomes, Christian; Canuto, Sergio; Resende, Elaine; Nascimento, Cecilia; Viegas, Felipe; Franca, Celso; Martins, Wellington Santos; Almeida, Jussara M.; Rosa, Thierson; Rocha, Leonardo; Goncalves, Marcos Andre

研究方向