Exploiting Global and Local Hierarchies for Hierarchical Text
Classification

Exploiting Global and Local Hierarchies for Hierarchical Text Classification

5 May 2022

Papers citing "Exploiting Global and Local Hierarchies for Hierarchical Text Classification"

11 / 11 papers shown

Title
A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Younes Yousef Lukas Galke A. Scherp 49 0 0 23 Jan 2025
LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Fanshuang Kong Richong Zhang Ziqiao Wang 80 0 0 22 Dec 2024
Introducing Three New Benchmark Datasets for Hierarchical Text Classification Jaco du Toit Herman Redelinghuys Marcel Dunaiski 75 0 0 28 Nov 2024
Revisiting Hierarchical Text Classification: Inference and Metrics Roman Plaud Matthieu Labeau Antoine Saillenfest Thomas Bonald 32 1 0 02 Oct 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification Zihan Wang Peiyi Wang Houfeng Wang 27 1 0 29 Feb 2024
HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification Vidit Jain Mukund Rungta Yuchen Zhuang Yue Yu Zeyu Wang Mu Gao Jeffrey Skolnick Chao Zhang 24 0 0 24 Jan 2024
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification Jiahuan Yan Haojun Gao Zhang Kai Weize Liu Danny Chen Jian Wu Jintai Chen 26 3 0 28 Nov 2023
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification Simon Chi Lok Yu Jie He Víctor Gutiérrez-Basulto Jeff Z. Pan 29 3 0 08 Oct 2023
A Simple and Effective Framework for Strict Zero-Shot Hierarchical Classification R. Bhambhoria Lei Chen Xiao-Dan Zhu 24 3 0 24 May 2023
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification He Zhu Chong Zhang Junjie Huang Junran Wu Ke Xu 39 22 0 24 May 2023
Are We Really Making Much Progress in Text Classification? A Comparative Review Lukas Galke Andor Diera Bao Xin Lin Bhakti Khera Tim Meuser Tushar Singhal Fabian Karl A. Scherp VLM 32 4 0 08 Apr 2022