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MATCH: Metadata-Aware Text Classification in A Large Hierarchy

15 February 2021

Yu Zhang

Yuxiao Dong

Papers citing "MATCH: Metadata-Aware Text Classification in A Large Hierarchy"

20 / 20 papers shown

Title
Hierarchical Multi-Label Generation with Probabilistic Level-Constraint Linqing Chen Weilei Wang Wentao Wu Hanmeng Zhong 68 0 0 30 Apr 2025
Is Less Really More? Fake News Detection with Limited Information Zhaoyang Cao John Nguyen Reza Zafarani 84 0 0 02 Apr 2025
LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking Yan Yan Junyuan Liu Bo Zhang 65 0 0 11 Mar 2025
Extreme Multi-label Completion for Semantic Document Labelling with Taxonomy-Aware Parallel Learning Julien Audiffren Christophe Broillet Ljiljana Dolamic Philippe Cudré-Mauroux 112 0 0 18 Dec 2024
Revisiting Hierarchical Text Classification: Inference and Metrics Roman Plaud Matthieu Labeau Antoine Saillenfest Thomas Bonald 79 1 0 02 Oct 2024
Hierarchical Compression of Text-Rich Graphs via Large Language Models Shichang Zhang Da Zheng Jiani Zhang Qi Zhu Xiang Song Soji Adeshina Christos Faloutsos George Karypis Yizhou Sun VLM 84 1 0 13 Jun 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 136 17 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 43 0 0 24 Jan 2024
Large Language Models on Graphs: A Comprehensive Survey Bowen Jin Gang Liu Chi Han Meng Jiang Heng Ji Jiawei Han AI4CE 109 161 0 05 Dec 2023
Explainable Product Classification for Customs Eunji Lee Sihyeon Kim Sundong Kim Soyeon Jung Heeja Kim Meeyoung Cha 75 7 0 18 Nov 2023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers Yu Zhang Bowen Jin Xiusi Chen Yan-Jun Shen Yunyi Zhang Yu Meng Jiawei Han 76 13 0 24 Jun 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 86 14 0 23 May 2023
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study Yu Zhang Bowen Jin Qi Zhu Yu Meng Jiawei Han 92 20 0 07 Feb 2023
MessageNet: Message Classification using Natural Language Processing and Meta-data Adar Kahana Oren Elisha 26 0 0 04 Jan 2023
Many-Class Text Classification with Matching Yi-Fan Song Yuxian Gu Minlie Huang VLM 29 1 0 23 May 2022
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks Bowen Jin Yu Zhang Qi Zhu Jiawei Han 124 41 0 20 May 2022
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification Yu Zhang Zhihong Shen Chieh-Han Wu Boya Xie Junheng Hao Yexin Wang Kuansan Wang Jiawei Han VLM 110 27 0 11 Feb 2022
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information Yu Zhang Shweta Garg Yu Meng Xiusi Chen Jiawei Han 104 17 0 07 Nov 2021
Classification of Goods Using Text Descriptions With Sentences Retrieval Eunji Lee Sundong Kim Sihyun Kim Sungwon Park M. Cha ... Suyoung Yang Yeonsoo Choi Sungdae Ji Minsoo Song Heeja Kim 30 8 0 02 Nov 2021
OAG-BERT: Towards A Unified Backbone Language Model For Academic Knowledge Services Xiao Liu Da Yin Jingnan Zheng Xingjian Zhang Peng Zhang Hongxia Yang Yuxiao Dong Jie Tang VLM 102 32 0 03 Mar 2021