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multi-label classification

1004 papers

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Also known as

XMTC MLIC MLR MLEE MTC MLTC XMC MLC

Co-occurring keywords

text classification (6776) emotion detection (313) transformer model (1988) large language model (12755) transfer learning (5442) attention mechanism (3975) label correlation (77) ensemble learning (1271) zero-shot learning (3637) contrastive learning (3979)

Papers

Sren Kierkegaard at SemEval-2023 Task 4: Label-aware text classification using Natural Language Inference SEMEVAL 2023
John-Arthur at SemEval-2023 Task 4: Fine-Tuning Large Language Models for Arguments Classification SEMEVAL 2023
Harnessing the Power of BERT in the Turkish Clinical Domain: Pretraining Approaches for Limited Data Scenarios ACL 2023
T.M. Scanlon at SemEval-2023 Task 4: Leveraging Pretrained Language Models for Human Value Argument Mining with Contrastive Learning SEMEVAL 2023
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer 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
An Effective Deployment of Contrastive Learning in Multi-label Text Classification ACL 2023
Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer AAAI 2023
Two-Way Multi-Label Loss CVPR 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ACL 2023
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification CVPR 2023
Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label Learning NIPS 2023
Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification AAAI 2023
Probability Guided Loss for Long-Tailed Multi-Label Image Classification AAAI 2023
A Two-Stage Decoder for Efficient ICD Coding ACL 2023
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights EMNLP 2023
Cross Encoding as Augmentation: Towards Effective Educational Text Classification ACL 2023
Dimensions of Online Conflict: Towards Modeling Agonism EMNLP 2023
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification AAAI 2023
Concurrent Multi-Label Prediction in Event Streams AAAI 2023
InsightNet : Structured Insight Mining from Customer Feedback EMNLP 2023
Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification EMNLP 2023
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023
Kb at SemEval-2023 Task 3: On Multitask Hierarchical BERT Base Neural Network for Multi-label Persuasion Techniques Detection SEMEVAL 2023