Concepedia

Celso França

CF

Statistics

Publications

3

Citations

140

H-Index

3

Active since

2021

Affiliations

Universidade Federal de Minas Gerais(Current)

Federal University of São João del-Rei

Celso França is an author at Universidade Federal de Minas Gerais specializing in natural language processing, machine learning, and engineering.

Top concepts

EngineeringText MiningMachine LearningNatural Language ProcessingLinguisticsData ScienceLanguageStatisticsData MiningDeep Learning

Publications per year

2021–2023

3

Publications

3

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

Washington Cunha, Vítor Mangaravite, Christian Gomes et al. · Information Processing & Management · 2021 · 86 citations

Natural Language Processing, Classification Method, Cognitive Science +14

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

Cláudio Moisés Valiense de Andrade, Fabiano Belém, Washington Cunha et al. · Information Processing & Management · 2023 · 28 citations

Natural Language Processing, Engineering, Machine Learning +12

An Effective, Efficient, and Scalable Confidence-based Instance Selection Framework for Transformer-Based Text Classification

Washington Cunha, Celso França, Guilherme Fonseca et al. · 2023 · 26 citations

Artificial Intelligence, Structured Prediction, Transformer-based Deep Learning +25

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