HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

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HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

28 April 2022

Peiyi Wang

Zhifang Sui

Houfeng Wang

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Papers citing "HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification"

18 / 18 papers shown

Title
LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning Fanshuang Kong Richong Zhang Ziqiao Wang 188 0 0 22 Dec 2024
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 67 105 0 08 Mar 2022
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 163 416 0 15 Apr 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts Guanghui Qin J. Eisner 65 549 0 14 Apr 2021
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization Zhongfen Deng Hao Peng Dongxiao He Jianxin Li Philip S. Yu 55 55 0 12 Apr 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 337 353 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 404 1,981 0 31 Dec 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin Yasaman Razeghi Robert L Logan IV Eric Wallace Sameer Singh KELM 89 405 0 29 Oct 2020
LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network Xinyi Zhang Jiahao Xu C. Soh Lihui Chen 66 45 0 23 Sep 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization Yifan Sun Changmao Cheng Yuhan Zhang Chi Zhang Liang Zheng Zhongdao Wang Yichen Wei 108 860 0 25 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 354 1,622 0 21 Jan 2020
Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification Jiawei Wu Wenhan Xiong William Yang Wang 66 71 0 09 Sep 2019
Hierarchical Text Classification with Reinforced Label Assignment Yuning Mao Jingjing Tian Jiawei Han Xiang Ren 64 91 0 27 Aug 2019
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification Boli Chen Xin Huang Lin Xiao Zixin Cai L. Jing 89 67 0 26 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
HDLTex: Hierarchical Deep Learning for Text Classification Kamran Kowsari Donald E. Brown Mojtaba Heidarysafa K. Meimandi M. Gerber Laura E. Barnes VLM 55 412 0 24 Sep 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 682 29,183 0 09 Sep 2016
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks Rie Johnson Tong Zhang 108 882 0 01 Dec 2014