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hierarchical classification

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text classification (6776) multi-label classification (1004) large language model (12755) transformer model (1988) multi-task learning (2556) transfer learning (5442) zero-shot learning (3637) persuasion detection (134) representation learning (6174) prompt engineering (1128)

Papers

Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification NIPS 2012
Bayesian models for Large-scale Hierarchical Classification NIPS 2012
Large Margin Hierarchical Classification with Mutually Exclusive Class Membership JMLR 2011
Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition NIPS 2011
Hierarchically Supervised Latent Dirichlet Allocation NIPS 2011
Label Embedding Trees for Large Multi-Class Tasks NIPS 2010
Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions NIPS 2009
Distribution-Calibrated Hierarchical Classification NIPS 2009
Large Margin Taxonomy Embedding for Document Categorization NIPS 2008
Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree NIPS 2008
A Scalable Hierarchical Distributed Language Model NIPS 2008
A Hierarchy of Support Vector Machines for Pattern Detection JMLR 2006
Kernel-Based Learning of Hierarchical Multilabel Classification Models JMLR 2006
Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NIPS 2006
Incremental Algorithms for Hierarchical Classification JMLR 2006