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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 201–250 of 1198 papers

TitleStatusHype
The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines—0
In-Context Learning for Extreme Multi-Label ClassificationCode3
Attention-Based Recurrent Neural Network For Automatic Behavior Laying Hen Recognition—0
Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality—0
EVOKE: Emotion Enabled Virtual Avatar Mapping Using Optimized Knowledge Distillation—0
Class-Incremental Learning for Multi-Label Audio Classification—0
JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial ExampleCode0
Query-Based Knowledge Sharing for Open-Vocabulary Multi-Label Classification—0
Aspect category learning and sentimental analysis using weakly supervised learning—0
Automated Clinical Coding for Outpatient Departments—0
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without TrainingCode1
Multi-Label Classification of COVID-Tweets Using Large Language ModelsCode0
Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social MediaCode0
Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer—0
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and NoiseCode1
Language-Guided Transformer for Federated Multi-Label ClassificationCode1
Enhancing Medical Specialty Assignment to Patients using NLP Techniques—0
Text as Image: Learning Transferable Adapter for Multi-Label Classification—0
Adaptive Hinge Balance Loss for Document-Level Relation ExtractionCode0
Prompted Zero-Shot Multi-label Classification of Factual Incorrectness in Machine-Generated Summaries—0
Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-rayCode0
Scalable Label Distribution Learning for Multi-Label ClassificationCode0
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
Learning Section Weights for Multi-Label Document Classification—0
VALUED -- Vision and Logical Understanding Evaluation DatasetCode1
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label ClassificationCode0
SynthEnsemble: A Fusion of CNN, Vision Transformer, and Hybrid Models for Multi-Label Chest X-Ray ClassificationCode0
Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification—0
Generalized test utilities for long-tail performance in extreme multi-label classificationCode0
Mental Health Diagnosis in the Digital Age: Harnessing Sentiment Analysis on Social Media Platforms upon Ultra-Sparse Feature Content—0
Exploring Best Practices for ECG Pre-Processing in Machine LearningCode0
TLMCM Network for Medical Image Hierarchical Multi-Label Classification—0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT—0
Dense Retrieval as Indirect Supervision for Large-space Decision MakingCode0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
Neural Collapse in Multi-label Learning with Pick-all-label LossCode0
Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot CapabilitiesCode0
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies—0
Arabic Dialect Identification under Scrutiny: Limitations of Single-label ClassificationCode0
Powerset multi-class cross entropy loss for neural speaker diarizationCode0
HB-net: Holistic bursting cell cluster integrated network for occluded multi-objects recognitionCode0
Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label ClassificationCode0
Dual-Encoders for Extreme Multi-Label ClassificationCode0
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive LearningCode0
Heuristic Vision Pre-Training with Self-Supervised and Supervised Multi-Task Learning—0
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value ExtractionCode0
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis PredictionCode1
Large Language Models for Propaganda DetectionCode0
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images—0
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text ClassificationCode1
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified