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hierarchical text classification

44 papers

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HTC

Co-occurring keywords · papers mentioning both

multi-label classification (14) label hierarchy (14) contrastive learning (8) representation learning (5) pre-trained language model (4) graph neural network (4) zero-shot learning (4) prompt tuning (3) taxonomic hierarchy (3) large language model (3)

Papers

Hierarchical Text Classification with LLM-Refined Taxonomies EACL 2026 LGSA: Label Geometry Structuring and Aligning for Hierarchical Text Classification ACL 2026 A Novel Negative Sample Generation Method for Contrastive Learning in Hierarchical Text Classification COLING 2025 Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025 HierPrompt: Zero-Shot Hierarchical Text Classification with LLM-Enhanced Prototypes EMNLP 2025 HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification EMNLP 2025 HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification ACL 2025 Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT SemEval 2025 Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification IJCAI 2024 Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification ACL 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 SemEval 2024 Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification ACL 2024 HierarchyEverywhere at SemEval-2024 Task 4: Detection of Persuasion Techniques in Memes Using Hierarchical Text Classifier SemEval 2024 HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification EACL 2024 HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification NAACL 2024 Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024 NER-guided Comprehensive Hierarchy-aware Prompt Tuning for Hierarchical Text Classification COLING 2024 Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) EMNLP 2024 Revisiting Hierarchical Text Classification: Inference and Metrics CoNLL 2024 Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification COLING 2024 Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification COLING 2024 Enhancing Hierarchical Text Classification through Knowledge Graph Integration ACL 2023 Hierarchical Text Classification as Sub-hierarchy Sequence Generation AAAI 2023 Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification ACL 2023 HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification ACL 2023