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label hierarchy

36 papers

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Co-occurring keywords

hierarchical text classification (50) hierarchical classification (240) multi-label classification (1009) text classification (6793) multilabel classification (75) hyperbolic embedding (100) contrastive learning (4032) hierarchical multi-label classification (18) graph neural network (3962) prompt tuning (391)

Papers

Hierarchical Text Classification with LLM-Refined Taxonomies EACL 2026
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025
Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025
HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification ACL 2025
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification COLING 2024
Fralak at SemEval-2024 Task 4: combining RNN-generated hierarchy paths with simple neural nets for hierarchical multilabel text classification in a multilingual zero-shot setting NAACL 2024
Learning Structured Representations with Hyperbolic Embeddings NIPS 2024
Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification ACL 2024
Revisiting Hierarchical Text Classification: Inference and Metrics CONLL 2024
Learning Label Hierarchy with Supervised Contrastive Learning EACL 2024
Revisiting Hierarchical Text Classification: Inference and Metrics EMNLP 2024
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification ACL 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023
Peer-Label Assisted Hierarchical Text Classification ACL 2023
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification EMNLP 2023
Event Process Typing via Hierarchical Optimal Transport AAAI 2023
Hierarchical Text Classification as Sub-hierarchy Sequence Generation AAAI 2023
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022
Invariance Learning based on Label Hierarchy NIPS 2022
Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification COLING 2022
HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised Learning WACV 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
Exploiting Global and Local Hierarchies for Hierarchical Text Classification EMNLP 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022
Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification CVPR 2022