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hierarchical classification

240 papers

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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

HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization EMNLP 2018
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking ACL 2018
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL 2018
Cost-Effective Active Learning for Hierarchical Multi-Label Classification IJCAI 2018
Hierarchical Novelty Detection for Visual Object Recognition CVPR 2018
Bayesian Trees for Automated Cytometry Data Analysis MLHC 2018
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss NAACL 2018
A Hierarchical Neural Attention-based Text Classifier EMNLP 2018
Hierarchical Accent Determination and Application in a Large Scale ASR System INTERSPEECH 2018
Hierarchical Feature Selection with Recursive Regularization IJCAI 2017
End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification EACL 2017
A Domain Based Approach to Social Relation Recognition CVPR 2017
Deep Decision Network for Multi-Class Image Classification CVPR 2016
Highway Vehicle Counting in Compressed Domain CVPR 2016
Learning Taxonomy Adaptation in Large-scale Classification JMLR 2016
Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification COLING 2016
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016
HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition ICCV 2015
Convex Calibrated Surrogates for Hierarchical Classification ICML 2015
Sign Spotting using Hierarchical Sequential Patterns with Temporal Intervals CVPR 2014
Probabilistic Label Trees for Efficient Large Scale Image Classification CVPR 2013
Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization CVPR 2013
Discriminative Transfer Learning with Tree-based Priors NIPS 2013
On Flat versus Hierarchical Classification in Large-Scale Taxonomies NIPS 2013
Find the Best Path: An Efficient and Accurate Classifier for Image Hierarchies ICCV 2013