Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification

Hierarchical text classification has many real-world applications. However, labeling a large number of documents is costly. In practice, we can use semi-supervised learning or weakly supervised learning (e.g., dataless classification) to reduce the labeling cost. In this paper, we propose a path cos...

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Veröffentlicht in:	arXiv.org 2019-02
Hauptverfasser:	Xiao, Huiru, Liu, Xin, Song, Yangqiu
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Computer Science - Information Retrieval Computer Science - Learning Labeling Machine learning Path predictors Statistics - Machine Learning Text editing
Online-Zugang:	Volltext
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