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hierarchical text classification

49 papers

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Also known as

MLHTC HTC

Co-occurring keywords

label hierarchy (36) multi-label classification (1004) contrastive learning (3979) hierarchical classification (240) representation learning (6174) large language model (12755) multi-task learning (2556) zero-shot learning (3637) label embedding (63) pre-trained language model (1514)

Papers

Hierarchical Text Classification as Sub-hierarchy Sequence Generation AAAI 2023
Towards Better Hierarchical Text Classification with Data Generation ACL 2023
Enhancing Hierarchical Text Classification through Knowledge Graph Integration ACL 2023
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification ACL 2023
Peer-Label Assisted Hierarchical Text Classification ACL 2023
Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification COLING 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
Exploiting Global and Local Hierarchies for Hierarchical Text Classification EMNLP 2022
Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022
Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification IJCNLP 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ACL 2021
TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names NAACL 2021
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization NAACL 2021
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021
Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification ACL 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification IJCNLP 2021
Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer’s Disease AACL 2020
Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks ACL 2020
Hierarchy-Aware Global Model for Hierarchical Text Classification ACL 2020
Weakly-Supervised Hierarchical Text Classification AAAI 2019
Hierarchical Text Classification with Reinforced Label Assignment IJCNLP 2019
Hierarchical Transfer Learning for Multi-label Text Classification ACL 2019
Hierarchical Text Classification with Reinforced Label Assignment EMNLP 2019