{"total":30,"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":"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":"2305.15182","title":"HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification","created":"2023-05-24","cited_by_count":17,"area":null},{"id":"2109.10500","title":"HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning","created":"2021-09-22","cited_by_count":14,"area":null},{"id":"2306.14822","title":"Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification","created":"2023-06-26","cited_by_count":10,"area":null},{"id":"2109.06661","title":"Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification","created":"2021-09-14","cited_by_count":9,"area":null},{"id":"2304.11949","title":"Geometric Relational Embeddings: A Survey","created":"2023-04-24","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":"2211.13873","title":"Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition","created":"2022-11-25","cited_by_count":7,"area":null},{"id":"2410.01305","title":"Revisiting Hierarchical Text Classification: Inference and Metrics","created":"2024-10-02","cited_by_count":7,"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":"2107.05366","title":"HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation","created":"2021-07-06","cited_by_count":4,"area":null},{"id":"2111.01663","title":"Classification of Goods Using Text Descriptions With Sentences Retrieval","created":"2021-11-02","cited_by_count":3,"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":"2402.00232","title":"Learning Label Hierarchy with Supervised Contrastive Learning","created":"2024-01-31","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":"2205.01907","title":"Cross-lingual Word Embeddings in Hyperbolic Space","created":"2022-05-04","cited_by_count":2,"area":null},{"id":"2209.05635","title":"Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces","created":"2022-09-12","cited_by_count":2,"area":null},{"id":"2311.10922","title":"Explainable Product Classification for Customs","created":"2023-11-18","cited_by_count":2,"area":null},{"id":"2508.13452","title":"Hierarchy-Consistent Learning and Adaptive Loss Balancing for Hierarchical Multi-Label Classification","created":"2025-08-19","cited_by_count":2,"area":null},{"id":"2208.05152","title":"TagRec++: Hierarchical Label Aware Attention Network for Question Categorization","created":"2022-08-10","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":"2204.08476","title":"Research on Domain Information Mining and Theme Evolution of Scientific Papers","created":"2022-04-18","cited_by_count":0,"area":null},{"id":"2211.10685","title":"Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification","created":"2022-11-19","cited_by_count":0,"area":null},{"id":"2302.14695","title":"Pushing One Pair of Labels Apart Each Time in Multi-Label Learning: From Single Positive to Full Labels","created":"2023-02-28","cited_by_count":0,"area":null},{"id":"2308.06895","title":"Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls","created":"2023-08-14","cited_by_count":0,"area":null},{"id":"2510.01118","title":"Breaking the Euclidean Barrier: Hyperboloid-Based Biological Sequence Analysis","created":"2025-10-01","cited_by_count":0,"area":null},{"id":"2510.15296","title":"Hyperbolic Structured Classification for Robust Single Positive Multi-label Learning","created":"2025-10-17","cited_by_count":0,"area":null},{"id":"2609.26342","title":"Geometry-Aware Hyperbolic Residual-Quantized Variational Autoencoders","created":"2026-09-22","cited_by_count":0,"area":null}],"next_cursor":null}