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Multi-Label Learning

122 directly classified papers

Papers per year

Papers

Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text COLING 2025
DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models ACL 2025
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations AAAI 2025
Label Distribution Learning with Biased Annotations Assisted by Multi-Label Learning IJCAI 2025
Preserving Zero-shot Capability in Supervised Fine-tuning for Multi-label Text Classification NAACL 2025
Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning AAAI 2025
Deep Graph Online Hashing for Multi-Label Image Retrieval AAAI 2025
Multi-label Self Knowledge Distillation AAAI 2025
Tewodros at SemEval-2025 Task 11: Multilingual Emotion Intensity Detection using Small Language Models ACL 2025
MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery IJCAI 2025
Angeliki Linardatou at SemEval-2025 Task 11: Multi-label Emotion Detection ACL 2025
Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025
EMO-NLP at SemEval-2025 Task 11: Multi-label Emotion Detection in Multiple Languages Based on XLMCNN SEMEVAL 2025
Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method IJCAI 2025
Amado at SemEval-2025 Task 11: Multi-label Emotion Detection in Amharic and English Data ACL 2025
Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection AAAI 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion AAAI 2025
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls JMLR 2024
GerDISDETECT: A German Multilabel Dataset for Disinformation Detection COLING 2024
A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification AAAI 2024
Disentangled Partial Label Learning AAAI 2024
Improving Multi-Label Classification of Similar Languages by Semantics-Aware Word Embeddings NAACL 2024
Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024
Multi-Label Open Set Recognition NIPS 2024