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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

Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022
Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification NIPS 2022
PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points NIPS 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations NIPS 2022
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection SEMEVAL 2022
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNet SEMEVAL 2022
CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3 SEMEVAL 2022
YNU-HPCC at SemEval-2022 Task 5: Multi-Modal and Multi-label Emotion Classification Based on LXMERT SEMEVAL 2022
I2C at SemEval-2022 Task 6: Intended Sarcasm in English using Deep Learning Techniques SEMEVAL 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification IJCNLP 2022
Multi-label Classification of Scientific Research Documents Across Domains and Languages COLING 2022
Label distributions help implicit discourse relation classification COLING 2022
Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition COLING 2022
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022
Establishing Annotation Quality in Multi-label Annotations COLING 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022
Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches NAACL 2022
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification NAACL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection NAACL 2022
ASRtrans at SemEval-2022 Task 4: Ensemble of Tuned Transformer-based Models for PCL Detection NAACL 2022
AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models NAACL 2022
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language NAACL 2022
HITMI&T at SemEval-2022 Task 4: Investigating Task-Adaptive Pretraining And Attention Mechanism On PCL Detection NAACL 2022
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language NAACL 2022