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1908.10419
Cited By
Hierarchical Text Classification with Reinforced Label Assignment
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
27 August 2019
Yuning Mao
Jingjing Tian
Jiawei Han
Xiang Ren
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Papers citing
"Hierarchical Text Classification with Reinforced Label Assignment"
43 / 43 papers shown
Combining Language and Topic Models for Hierarchical Text Classification
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Marcel Dunaiski
148
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0
22 Jul 2025
Hierarchical Text Classification Using Contrastive Learning Informed Path Guided Hierarchy
European Conference on Artificial Intelligence (ECAI), 2025
Neeraj Agrawal
Saurabh Kumar
Priyanka Bhatt
Tanishka Agarwal
VLM
206
1
0
04 Jun 2025
LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning
Knowledge Discovery and Data Mining (KDD), 2024
Fanshuang Kong
Richong Zhang
Ziqiao Wang
457
1
0
22 Dec 2024
Introducing Three New Benchmark Datasets for Hierarchical Text Classification
Jaco du Toit
Herman Redelinghuys
Marcel Dunaiski
266
1
0
28 Nov 2024
A Comprehensive Study on GDPR-Oriented Analysis of Privacy Policies: Taxonomy, Corpus and GDPR Concept Classifiers
Peng Tang
Xin Li
Yuxin Chen
Weidong Qiu
Haochen Mei
Allison Holmes
Fenghua Li
Shujun Li
AILaw
236
3
0
07 Oct 2024
Revisiting Hierarchical Text Classification: Inference and Metrics
Conference on Computational Natural Language Learning (CoNLL), 2024
Roman Plaud
Matthieu Labeau
Antoine Saillenfest
Thomas Bonald
320
5
0
02 Oct 2024
Modeling Text-Label Alignment for Hierarchical Text Classification
Ashish Kumar
Durga Toshniwal
3DV
164
4
0
01 Sep 2024
HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning
Zhijian Chen
Zhonghua Li
Jianxin Yang
Ye Qi
VLM
199
1
0
11 Aug 2024
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
Ke Ji
Peng Wang
Wenjun Ke
Guozheng Li
Jiajun Liu
Jingsheng Gao
Ziyu Shang
BDL
236
6
0
12 Jul 2024
Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification
Huiyao Chen
Yu Zhao
Zulong Chen
Mengjia Wang
Liangyue Li
Meishan Zhang
Hao Fei
BDL
306
26
0
25 Jun 2024
AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts
Meng Jiang
Y. Yu
Qing Zhao
Jianqiang Li
Changwei Song
...
Wei-dong Zhai
Dan Luo
Xiaoqin Wang
Guanghui Fu
Bing Xiang Yang
203
3
0
17 Apr 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification
Zihan Wang
Peiyi Wang
Houfeng Wang
391
4
0
29 Feb 2024
HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
Vidit Jain
Mukund Rungta
Yuchen Zhuang
Yue Yu
Zeyu Wang
Mu Gao
Jeffrey Skolnick
Chao Zhang
300
6
0
24 Jan 2024
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction
Zhongfen Deng
Hao Peng
Tao Zhang
Shuaiqi Liu
Wenting Zhao
Yibo Wang
Philip S. Yu
222
3
0
07 Nov 2023
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
199
9
0
11 Oct 2023
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Simon Chi Lok Yu
Jie He
Víctor Gutiérrez-Basulto
Jeff Z. Pan
432
10
0
08 Oct 2023
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation
ACM Transactions on Knowledge Discovery from Data (TKDD), 2023
Meng Xiao
Min-Ying Wu
Ziyue Qiao
Yanjie Fu
Zhiyuan Ning
Yi Du
Yuanchun Zhou
416
11
0
04 Sep 2023
Recent Advances in Hierarchical Multi-label Text Classification: A Survey
Rundong Liu
Wen-Jun Liang
Wei Luo
Yuxiang Song
Heng Zhang
Ruohua Xu
Yunfeng Li
Ming Liu
VLM
293
11
0
30 Jul 2023
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Kexi Ji
Yixin Lian
Jingsheng Gao
Baoyuan Wang
VLM
253
34
0
26 May 2023
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
He Zhu
Chong Zhang
Junjie Huang
Junran Wu
Ke Xu
418
42
0
24 May 2023
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Meng Xiao
Ziyue Qiao
Yanjie Fu
Hao Dong
Yi Du
Pengyang Wang
Hui Xiong
Yuanchun Zhou
432
17
0
16 Sep 2022
Learning Hierarchy Aware Features for Reducing Mistake Severity
European Conference on Computer Vision (ECCV), 2022
Ashima Garg
Depanshu Sani
Saket Anand
260
29
0
26 Jul 2022
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)
A. Vaswani
Gaurav Aggarwal
Praneeth Netrapalli
N. Hegde
314
4
0
17 Jun 2022
Exploiting Global and Local Hierarchies for Hierarchical Text Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ting Jiang
Deqing Wang
Leilei Sun
Zhongzhi Chen
Fuzhen Zhuang
Qinghong Yang
300
40
0
05 May 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zihan Wang
Peiyi Wang
Tianyu Liu
Binghuai Lin
Yunbo Cao
Zhifang Sui
Houfeng Wang
VLM
243
68
0
28 Apr 2022
Constrained Sequence-to-Tree Generation for Hierarchical Text Classification
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Chao Yu
Yi Shen
Yue Mao
Longjun Cai
269
28
0
02 Apr 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Zihan Wang
Peiyi Wang
Lianzhe Huang
Xin Sun
Houfeng Wang
AILaw
VLM
209
149
0
08 Mar 2022
Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification
Computer Vision and Pattern Recognition (CVPR), 2022
Jingzhou Chen
Peng Wang
Jian Liu
Y. Qian
254
62
0
10 Jan 2022
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation
AAAI Conference on Artificial Intelligence (AAAI), 2021
Sanghun Im
Gibaeg Kim
Heung-Seon Oh
Seong-Mok Jo
Donghwan Kim
BDL
470
9
0
22 Nov 2021
Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification
Wei Huang
Chen Liu
Yihua Zhao
Xinyun Yang
Zhaoming Pan
Zhimin Zhang
Guiquan Liu
184
2
0
17 Sep 2021
Hierarchical Text Classification of Urdu News using Deep Neural Network
Taimoor Ahmed Javed
W. Shahzad
Muhammad Umair Arshad
212
11
0
07 Jul 2021
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Zhongfen Deng
Hao Peng
Dongxiao He
Jianxin Li
Philip S. Yu
205
69
0
12 Apr 2021
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Hui Liu
Danqing Zhang
Bing Yin
Xiao-Dan Zhu
VLM
147
27
0
04 Apr 2021
Crop mapping from image time series: deep learning with multi-scale label hierarchies
Mehmet Özgür Türkoglu
Stefano Dáronco
Gregor Perich
F. Liebisch
Constantin Streit
Konrad Schindler
Jan Dirk Wegner
337
164
0
17 Feb 2021
MATCH: Metadata-Aware Text Classification in A Large Hierarchy
The Web Conference (WWW), 2021
Yu Zhang
Zhihong Shen
Yuxiao Dong
Kuansan Wang
Jiawei Han
208
39
0
15 Feb 2021
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Soumya Chatterjee
Ayush Maheshwari
Ganesh Ramakrishnan
Saketha Nath Jagaralpudi
179
16
0
13 Jan 2021
Taxonomy Completion via Triplet Matching Network
AAAI Conference on Artificial Intelligence (AAAI), 2021
Jieyu Zhang
Xiangchen Song
Ying Zeng
Jiaze Chen
Jiaming Shen
Yuning Mao
Lei Li
300
45
0
06 Jan 2021
Hierarchical Metadata-Aware Document Categorization under Weak Supervision
Web Search and Data Mining (WSDM), 2020
Yu Zhang
Xiusi Chen
Yu Meng
Jiawei Han
325
28
0
26 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yuning Mao
Yanru Qu
Yiqing Xie
Xiang Ren
Jiawei Han
AI4TS
352
55
0
30 Sep 2020
LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network
Expert systems with applications (ESWA), 2020
Xinyi Zhang
Jiahao Xu
C. Soh
Lihui Chen
251
50
0
23 Sep 2020
Octet: Online Catalog Taxonomy Enrichment with Self-Supervision
Yuning Mao
Tong Zhao
Andrey Kan
Chenwei Zhang
Xin Luna Dong
Christos Faloutsos
Jiawei Han
305
38
0
18 Jun 2020
Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Kervy Rivas Rojas
Gina Bustamante
Arturo Oncevay
Marco Antonio Sobrevilla Cabezudo
148
23
0
05 May 2020
Multi-Label Text Classification using Attention-based Graph Neural Network
International Conference on Agents and Artificial Intelligence (ICAART), 2020
Ankit Pal
M. Selvakumar
Malaikannan Sankarasubbu
324
88
0
22 Mar 2020
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