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IEEE

Text Classification using Machine Learning Algorithms on Encrypted Data

Abstract: Text classification is a fundamental activity in natural language processing (NLP), that includes classifying text resources into predetermined groups. With the growing concerns over data ...
IEEE

Label Hierarchy Alignment for Improved Hierarchical Text Classification

Abstract: Effective text and label representations are crucial for accurate predictions in Hierarchical Text Classification (HTC). However, existing methods face challenges in capturing relevant label ...