Adaptive Hierarchical Text Classification Using ERNIE and Dynamic Threshold Pruning

Hierarchical Text Classification (HTC) is a challenging task where labels are structured in a tree or Directed Acyclic Graph (DAG) format. Current approaches often struggle with data imbalance and fail to fully capture rich semantic information. This paper proposes an Adaptive Hierarchical Text Clas...

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Bibliographic Details
Main Authors: Han Chen, Yangsen Zhang, Yuru Jiang, Ruixue Duan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10807255/
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