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Multi-Label Learning

122 papers

Papers per year

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Papers

Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning AAAI 2024
Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024
GerDISDETECT: A German Multilabel Dataset for Disinformation Detection COLING 2024
MixRED: A Mix-lingual Relation Extraction Dataset COLING 2024
No Regularization Is Needed: Efficient and Effective Incomplete Label Distribution Learning IJCAI 2024
WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives IJCAI 2024
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls JMLR 2024
Improving Multi-Label Classification of Similar Languages by Semantics-Aware Word Embeddings NAACL 2024
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NIPS 2023
Fast Online Hashing with Multi-Label Projection AAAI 2023
HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification ACL 2023
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023
Hierarchical Multi-Instance Multi-Label Learning for Detecting Propaganda Techniques ACL 2023
SIGMORPHON–UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2023
Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels CVPR 2023
Label Information Bottleneck for Label Enhancement CVPR 2023
Ordinal Label Distribution Learning ICCV 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023
Revisiting Pseudo-Label for Single-Positive Multi-Label Learning ICML 2023
Towards Understanding Generalization of Macro-AUC in Multi-label Learning ICML 2023
A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem INTERSPEECH 2023
Multi-Type Urban Crime Prediction AAAI 2022
Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning AAAI 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022
Product Titles-to-Attributes As a Text-to-Text Task ACL 2022