Multi-Label Classification

Solving Spectrum Unmixing as a Multi-Task Bayesian Inverse Problem with Latent Factors for Endmember Variability AAAI 2024 Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise AAAI 2024 YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection CVPR 2024 AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification AAAI 2023 Adaptive Hinge Balance Loss for Document-Level Relation Extraction EMNLP 2023 An Effective Deployment of Contrastive Learning in Multi-label Text Classification ACL 2023 Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification EMNLP 2023 Cluster-Guided Label Generation in Extreme Multi-Label Classification EACL 2023 Cross Encoding as Augmentation: Towards Effective Educational Text Classification ACL 2023 Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023 Dialect and Variant Identification as a Multi-Label Classification Task: A Proposal Based on Near-Duplicate Analysis EACL 2023 Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition ACL 2023 Generalized test utilities for long-tail performance in extreme multi-label classification NeurIPS 2023 Hierarchical Text Classification as Sub-hierarchy Sequence Generation AAAI 2023 HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification ACL 2023 Holistic Label Correction for Noisy Multi-Label Classification ICCV 2023 Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection EMNLP 2023 Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification EMNLP 2023 Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer AAAI 2023 Label Distribution Changing Learning with Sample Space Expanding JMLR 2023 Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification AAAI 2023 LRL_NC at SemEval-2023 Task 4: The Touche23-George-boole Approach for Multi-Label Classification of Human-Values behind Arguments SemEval 2023 MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning SemEval 2023 MultiFin: A Dataset for Multilingual Financial NLP EACL 2023 NL4IA at SemEval-2023 Task 3: A Comparison of Sequence Classification and Token Classification to Detect Persuasive Techniques SemEval 2023