{"total":37,"rows":[{"id":"2203.03825","title":"Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification","created":"2022-03-08","cited_by_count":52,"area":null},{"id":"2102.08820","title":"Crop mapping from image time series: deep learning with multi-scale label hierarchies","created":"2021-02-17","cited_by_count":42,"area":null},{"id":"2204.13413","title":"HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification","created":"2022-04-28","cited_by_count":31,"area":null},{"id":"2201.03194","title":"Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification","created":"2022-01-10","cited_by_count":29,"area":null},{"id":"2207.12646","title":"Learning Hierarchy Aware Features for Reducing Mistake Severity","created":"2022-07-26","cited_by_count":26,"area":null},{"id":"2104.05220","title":"HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization","created":"2021-04-12","cited_by_count":25,"area":null},{"id":"2101.01896","title":"Taxonomy Completion via Triplet Matching Network","created":"2021-01-06","cited_by_count":21,"area":null},{"id":"2102.07349","title":"MATCH: Metadata-Aware Text Classification in A Large Hierarchy","created":"2021-02-15","cited_by_count":20,"area":null},{"id":"2305.15182","title":"HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification","created":"2023-05-24","cited_by_count":17,"area":null},{"id":"2406.17534","title":"Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification","created":"2024-06-25","cited_by_count":16,"area":null},{"id":"2205.02613","title":"Exploiting Global and Local Hierarchies for Hierarchical Text Classification","created":"2022-05-05","cited_by_count":15,"area":null},{"id":"2204.00811","title":"Constrained Sequence-to-Tree Generation for Hierarchical Text Classification","created":"2022-04-02","cited_by_count":13,"area":null},{"id":"2305.16885","title":"Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification","created":"2023-05-26","cited_by_count":11,"area":null},{"id":"2104.01666","title":"Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning","created":"2021-04-04","cited_by_count":9,"area":null},{"id":"2101.04997","title":"Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification","created":"2021-01-13","cited_by_count":8,"area":null},{"id":"2209.13519","title":"Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification","created":"2022-09-16","cited_by_count":8,"area":null},{"id":"2309.01717","title":"Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation","created":"2023-09-04","cited_by_count":8,"area":null},{"id":"2410.01305","title":"Revisiting Hierarchical Text Classification: Inference and Metrics","created":"2024-10-02","cited_by_count":7,"area":null},{"id":"2111.11104","title":"Hierarchical Text Classification As Sub-Hierarchy Sequence Generation","created":"2021-11-22","cited_by_count":6,"area":null},{"id":"2307.16265","title":"Recent Advances in Hierarchical Multi-label Text Classification: A Survey","created":"2023-07-30","cited_by_count":6,"area":null},{"id":"2402.01696","title":"HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification","created":"2024-01-24","cited_by_count":6,"area":null},{"id":"2107.03141","title":"Hierarchical Text Classification of Urdu News using Deep Neural Network","created":"2021-07-07","cited_by_count":4,"area":null},{"id":"2310.05128","title":"Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification","created":"2023-10-08","cited_by_count":4,"area":null},{"id":"2206.08653","title":"All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)","created":"2022-06-17","cited_by_count":3,"area":null},{"id":"2402.18825","title":"Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification","created":"2024-02-29","cited_by_count":3,"area":null},{"id":"2310.07137","title":"AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction","created":"2023-10-11","cited_by_count":2,"area":null},{"id":"2109.08585","title":"Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification","created":"2021-09-17","cited_by_count":1,"area":null},{"id":"2311.04196","title":"JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction","created":"2023-11-07","cited_by_count":1,"area":null},{"id":"2404.11449","title":"AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts","created":"2024-04-17","cited_by_count":1,"area":null},{"id":"2411.19119","title":"Introducing Three New Benchmark Datasets for Hierarchical Text Classification","created":"2024-11-28","cited_by_count":1,"area":null},{"id":"2412.16963","title":"LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning","created":"2024-12-22","cited_by_count":1,"area":null},{"id":"2408.05786","title":"HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning","created":"2024-08-11","cited_by_count":0,"area":null},{"id":"2409.00788","title":"Modeling Text-Label Alignment for Hierarchical Text Classification","created":"2024-09-01","cited_by_count":0,"area":null},{"id":"2506.04381","title":"Hierarchical Text Classification Using Contrastive Learning Informed Path Guided Hierarchy","created":"2025-06-04","cited_by_count":0,"area":null},{"id":"2507.04413","title":"Enhancing Text-Based Hierarchical Multilabel Classification for Mobile Applications via Contrastive Learning","created":"2025-07-06","cited_by_count":0,"area":null},{"id":"2507.16490","title":"Combining Language and Topic Models for Hierarchical Text Classification","created":"2025-07-22","cited_by_count":0,"area":null},{"id":"2604.15998","title":"SCHK-HTC: Sibling Contrastive Learning with Hierarchical Knowledge-Aware Prompt Tuning for Hierarchical Text Classification","created":"2026-04-17","cited_by_count":0,"area":null}],"next_cursor":null}