HTCInfoMax: A Global Model for Hierarchical Text Classification via
Information Maximization

HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization

12 April 2021

Hao Peng

Philip S. Yu

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Papers citing "HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization"

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Title
Hierarchical Text Classification Using Contrastive Learning Informed Path Guided Hierarchy Neeraj Agrawal Saurabh Kumar Priyanka Bhatt Tanishka Agarwal VLM 60 0 0 04 Jun 2025
A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Younes Yousef Lukas Galke A. Scherp 116 0 0 23 Jan 2025
LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Fanshuang Kong Richong Zhang Ziqiao Wang 202 0 0 22 Dec 2024
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction Zhongfen Deng Wei-Te Chen Lei Chen Philip S. Yu 53 8 0 11 Oct 2023
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? Byung-Hak Kim Zhongfen Deng Philip S. Yu Varun Ganapathi ELM 98 6 0 28 Oct 2022
Exploiting Global and Local Hierarchies for Hierarchical Text Classification Ting Jiang Deqing Wang Leilei Sun Zhongzhi Chen Fuzhen Zhuang Qinghong Yang 77 28 0 05 May 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification Zihan Wang Peiyi Wang Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui Houfeng Wang VLM 71 49 0 28 Apr 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Zihan Wang Peiyi Wang Lianzhe Huang Xin Sun Houfeng Wang AILaw VLM 74 106 0 08 Mar 2022
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation Sanghun Im Gibaeg Kim Heung-Seon Oh Seong-Mok Jo Donghwan Kim BDL 130 4 0 22 Nov 2021
A Survey on Text Classification: From Shallow to Deep Learning Qian Li Hao Peng Jianxin Li Congyin Xia Renyu Yang Lichao Sun Philip S. Yu Lifang He VLM 155 358 0 02 Aug 2020