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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

Prototype Based Classification from Hierarchy to Fairness ICML 2022
A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging COLING 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing COLING 2022
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract) AAAI 2022
Multi-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions AACL 2022
Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification NIPS 2022
Set-valued prediction in hierarchical classification with constrained representation complexity UAI 2022
A multi-level approach for hierarchical Ticket Classification COLING 2022
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022
Geotagging Social Media Posts to Landmarks Using Hierarchical BERT (Student Abstract) AAAI 2022
Clustering Approach to Solve Hierarchical Classification Problem Complexity AAAI 2022
A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition AAAI 2022
Evaluating Extreme Hierarchical Multi-label Classification ACL 2022
Deep Hierarchical Semantic Segmentation CVPR 2022
Hyperbolic Image Segmentation CVPR 2022
Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification NIPS 2022
MDAN: Multi-Level Dependent Attention Network for Visual Emotion Analysis CVPR 2022
Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification CVPR 2022
Hierarchical Multi-Label Classification of Scientific Documents EMNLP 2022
Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022
Hierarchical classification at multiple operating points NIPS 2022
Detecting Arguments in CJEU Decisions on Fiscal State Aid COLING 2022
PALI-NLP at SemEval-2022 Task 6: iSarcasmEval- Fine-tuning the Pre-trained Model for Detecting Intended Sarcasm NAACL 2022