Multi-Label Classification

Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SemEval 2025 Untangling the Influence of Typology, Data, and Model Architecture on Ranking Transfer Languages for Cross-Lingual POS Tagging NAACL 2025 Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ACL 2025 ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos EMNLP 2025 Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA EMNLP 2025 YNU-HPCC at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Using Multiple Prediction Headers SemEval 2025 YNU-HPCC at SemEval-2025 Task 6: Using BERT Model with R-drop for Promise Verification SemEval 2025 A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts ACL 2024 A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024 Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification AAAI 2024 Cardinality-Aware Set Prediction and Top-k Classification NeurIPS 2024 CareCorpus: A Corpus of Real-World Solution-Focused Caregiver Strategies for Personalized Pediatric Rehabilitation Service Design COLING 2024 CFEVER: A Chinese Fact Extraction and VERification Dataset AAAI 2024 ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024 Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024 Consistent Multiclass Algorithms for Complex Metrics and Constraints JMLR 2024 Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification AISTATS 2024 Deep Multi-Dimensional Classification with Pairwise Dimension-Specific Features IJCAI 2024 Detecting a Proxy for Potential Comorbid ADHD in People Reporting Anxiety Symptoms from Social Media Data EACL 2024 DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024 Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification IJCAI 2024 Do *they* mean ‘us’? Interpreting Referring Expression variation under Intergroup Bias EMNLP 2024 Emotion Identification for French in Written Texts: Considering Modes of Emotion Expression as a Step Towards Text Complexity Analysis ACL 2024 Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024 Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework EMNLP 2024