1 citations · 1 across the 2 of their papers we have counts for
3 papers
Ranking-based Fusion Algorithms for Extreme Multi-label Text Classification (XMTC)
Celso França, Gestefane Rabbi, Thiago Salles +3
In the context of Extreme Multi-label Text Classification (XMTC), where labels are assigned to text instances from a large label space, the long-tail distribution of labels present…
A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks
Fabiano Belém, Washington Cunha, Celso França +3
This is the first work to investigate the effectiveness of BERT-based contextual embeddings in active learning (AL) tasks on cold-start scenarios, where traditional fine-tuning is…
TPDR: A Novel Two-Step Transformer-based Product and Class Description Match and Retrieval Method
Washington Cunha, Celso França, Leonardo Rocha +1
There is a niche of companies responsible for intermediating the purchase of large batches of varied products for other companies, for which the main challenge is to perform produc…