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multi-label classification

1004 papers

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Also known as

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

Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification EACL 2021
Language that Captivates the Audience: Predicting Affective Ratings of TED Talks in a Multi-Label Classification Task EACL 2021
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction EACL 2021
A Large-scale Comprehensive Abusiveness Detection Dataset with Multifaceted Labels from Reddit CONLL 2021
CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification EMNLP 2021
Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations EMNLP 2021
Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines MLHC 2021
Learning with Holographic Reduced Representations NIPS 2021
Effective Convolutional Attention Network for Multi-label Clinical Document Classification EMNLP 2021
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021
In-depth Benchmarking of Deep Neural Network Architectures for ECG Diagnosis MLHC 2021
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs MLHC 2021
Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs EMNLP 2021
Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews EMNLP 2021
PRIDE: Predicting Relationships in Conversations EMNLP 2021
Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021
Long-Tailed Multi-Label Visual Recognition by Collaborative Training on Uniform and Re-Balanced Samplings CVPR 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark CVPR 2021
Multi-Label Learning with Pairwise Relevance Ordering NIPS 2021
Can multi-label classification networks know what they don’t know? NIPS 2021
Transformers to Fight the COVID-19 Infodemic NAACL 2021
A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning NIPS 2021
Reformulating Zero-shot Action Recognition for Multi-label Actions NIPS 2021
Adversarial Partial Multi-Label Learning with Label Disambiguation AAAI 2021
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling AAAI 2021