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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

Cardinality-Aware Set Prediction and Top-$k$ Classification NIPS 2024
Predicting Label Distribution from Ternary Labels NIPS 2024
In Pursuit of Causal Label Correlations for Multi-label Image Recognition NIPS 2024
WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives IJCAI 2024
Visual Narratives: Large-Scale Hierarchical Classification of Art-Historical Images WACV 2024
Large Language Models for Dysfluency Detection in Stuttered Speech INTERSPEECH 2024
ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images IJCAI 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024
Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024
HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification EACL 2024
Towards Calibrated Multi-label Deep Neural Networks CVPR 2024
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision EMNLP 2024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis EMNLP 2024
CLaC at SemEval-2024 Task 4: Decoding Persuasion in Memes – An Ensemble of Language Models with Paraphrase Augmentation SEMEVAL 2024
Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) EMNLP 2024
Code-Switched Language Identification is Harder Than You Think EACL 2024
OtterlyObsessedWithSemantics at SemEval-2024 Task 4: Developing a Hierarchical Multi-Label Classification Head for Large Language Models SEMEVAL 2024
Learning Label-Specific Multiple Local Metrics for Multi-Label Classification IJCAI 2024
A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques SEMEVAL 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024
CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ACL 2024
From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024