13 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.CL2022★ 13 cited
Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers
Frederico Dias Souza, João Baptista de Oliveira e Souza Filho
Text classification is a natural language processing (NLP) task relevant to many commercial applications, like e-commerce and customer service. Naturally, classifying such excerpts…
cs.CL2022★ 4 cited
BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives
Frederico Souza, João Filho
BERT has revolutionized the NLP field by enabling transfer learning with large language models that can capture complex textual patterns, reaching the state-of-the-art for an expre…