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Multi-Label Classification

448 papers

Papers per year

5
12
44
103
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Papers

PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts SEMEVAL 2025
A Two-Head Loss Function for Deep Average-K Classification WACV 2025
Learning under Noisy Labels Spurious Points and Diverse Structures: TS40K a 3D Point Cloud Dataset of Rural Terrain and Electrical Transmission Systems WACV 2025
Federated Class-Heterogeneous Report Labeling with Surgical Aggregation MIDL 2025
Multi-Label Open Set Recognition NIPS 2024
Cardinality-Aware Set Prediction and Top-$k$ Classification NIPS 2024
In Pursuit of Causal Label Correlations for Multi-label Image Recognition NIPS 2024
Predicting Label Distribution from Ternary Labels NIPS 2024
Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification AAAI 2024
Language-Guided Transformer for Federated Multi-Label Classification AAAI 2024
Limited-Supervised Multi-Label Learning with Dependency Noise AAAI 2024
Solving Spectrum Unmixing as a Multi-Task Bayesian Inverse Problem with Latent Factors for Endmember Variability AAAI 2024
Multi-Label Supervised Contrastive Learning AAAI 2024
Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024
CFEVER: A Chinese Fact Extraction and VERification Dataset AAAI 2024
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling AAAI 2024
Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise 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
A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts ACL 2024
Emotion Identification for French in Written Texts: Considering Modes of Emotion Expression as a Step Towards Text Complexity Analysis ACL 2024
Multi-Target User Stance Discovery on Reddit ACL 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification AISTATS 2024
CareCorpus: A Corpus of Real-World Solution-Focused Caregiver Strategies for Personalized Pediatric Rehabilitation Service Design COLING 2024
KazSAnDRA: Kazakh Sentiment Analysis Dataset of Reviews and Attitudes COLING 2024