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

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

10 / 10 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
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification Zihan Wang Peiyi Wang Houfeng Wang 27 1 0 29 Feb 2024
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 32 3 0 18 Oct 2023
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction Zhongfen Deng Wei-Te Chen L. Chen Philip S. Yu 11 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 45 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 11 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 11 48 0 28 Apr 2022
Constrained Sequence-to-Tree Generation for Hierarchical Text Classification Chao Yu Yi Shen Yue Mao Longjun Cai 29 22 0 02 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 21 99 0 08 Mar 2022