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

Online probabilistic label trees AISTATS 2021

An Integer Linear Programming Framework for Mining Constraints from Data ICML 2021

Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021

Multi-Level Gazetteer-Free Geocoding ACL 2021

Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification ACL 2021

Few-NERD: A Few-shot Named Entity Recognition Dataset IJCNLP 2021

Computationally Efficient Wasserstein Loss for Structured Labels EACL 2021

Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach ACL 2021

Multi-Level Gazetteer-Free Geocoding IJCNLP 2021

Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification IJCNLP 2021

CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021

Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations EMNLP 2021

Connecting Sphere Manifolds Hierarchically for Regularization ICML 2021

Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021

Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses WACV 2021

Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification EACL 2021

Hierarchical Class-Based Curriculum Loss IJCAI 2021

Your "Flamingo" is My "Bird": Fine-Grained, or Not CVPR 2021

Hyperbolic Busemann Learning with Ideal Prototypes NIPS 2021

BennettNLP at SemEval-2020 Task 8: Multimodal sentiment classification Using Hybrid Hierarchical Classifier COLING 2020

Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies COLING 2020

Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network COLING 2020

Hierarchical Granularity Transfer Learning NIPS 2020

Two-level classification for dialogue act recognition in task-oriented dialogues COLING 2020

Hierarchical Scene Coordinate Classification and Regression for Visual Localization CVPR 2020