Multi-Label Classification

AlphaLyrae at SemEval-2026 Task 9: Metric Learning and Asymmetric Loss for Chinese Polarization Analysis SemEval 2026 ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction ACL 2026 Clutch or Cry at SemEval-2026 Task 12: Offline Retrieval-Augmented Generation with Frozen DeBERTa for Abductive Event Reasoning SemEval 2026 CoPol at SemEval-2026 Task 9: Modeling Polarization Type Co-occurrence with Label Correlation Networks SemEval 2026 Cross-View Distillation and Adaptive Masking for Incomplete Multi-View Multi-Label Classification CVPR 2026 CUE: Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed Learning CVPR 2026 CuriosAI at SemEval-2026 Task 10:Hybrid approaches to conspiracy span extraction and conspiracy detection SemEval 2026 DF^2-VB: Dual-level Fuzzy Fusion with View-specific Boosting for Multi-view Multi-label Classification CVPR 2026 Gradient Descenders at SemEval-2026 Task 9: Data-Centric Counterfactual Augmentation for Multi-Label Hate Speech Detection SemEval 2026 Label-Wise uncertainty decomposition for Multi-label Classification by Maximizing Type II Likelihood UAI 2026 MADE: A Living Benchmark for Multi-Label Text Classification with Uncertainty Quantification of Medical Device Adverse Events ACL 2026 NIT-Agartala-NLP-Team at SemEval-2026 Task 9: A Weighted Soft-Voting Ensemble Framework of Fine-Tuned LLMs for Binary and Multi-Label Polarization Detection SemEval 2026 PolarizedTeam at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 Prototype-based Causal Intervention for Multi-Label Image Classification CVPR 2026 Rethinking BCE Loss for Multi-Label Image Recognition with Fine-Tuning CVPR 2026 SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 SFR-Net: Steering-Fusion-Refining Network in Multi-label Zero-Shot Sewer Defect Detection CVPR 2026 Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event Reasoning SemEval 2026 UPR at SemEval-2026 Task 9: Multi-Label Classification of Polarization Across Social Dimensions and Manifestation Identification in Urdu SemEval 2026 YNU-HPCC at SemEval-2026 Task 9: Hybrid Augmentation and Regularization Strategies for Multilingual Polarization Type Classification SemEval 2026 bbStar at SemEval-2025 Task 10: Improving Narrative Classification and Explanation via Fine Tuned Language Models SemEval 2025 Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition AAAI 2025 Biologically-Constrained Multi-Label Classification with Learnable Domain Knowledge MIDL 2025 CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification SemEval 2025 Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025