2 papers
cs.IR2025
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…
cs.CL2025
CTDGSI: A comprehensive exploitation of instance selection methods for automatic text classification. VII Concurso de Teses, Dissertações e Trabalhos de Graduação em SI -- XXI Simpósio Brasileiro de Sistemas de Informação
Washington Cunha, Leonardo Rocha, Marcos André Gonçalves
Progress in Natural Language Processing (NLP) has been dictated by the rule of more: more data, more computing power and more complexity, best exemplified by the Large Language Mod…