Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 151–175 of 1198 papers

Title	Date	Tasks	Status	Hype
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks	Nov 16, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling	Oct 21, 2020	Document-level Relation ExtractionMulti-Label Classification	CodeCode Available	1
Coherent Hierarchical Multi-Label Classification Networks	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram	Oct 20, 2020	Deep LearningMulti-Label Classification	CodeCode Available	1
Learning to Build User-tag Profile in Recommendation System (UTPM)	Oct 19, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs	Oct 15, 2020	Document ClassificationGeneral Classification	CodeCode Available	1
Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis	Oct 9, 2020	Hate Speech DetectionMulti-Label Classification	CodeCode Available	1
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification	Oct 5, 2020	ClassificationEntity Typing	CodeCode Available	1
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels	Oct 4, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
A Large Multi-Target Dataset of Common Bengali Handwritten Graphemes	Oct 1, 2020	Multi-Label ClassificationOptical Character Recognition	CodeCode Available	1
Asymmetric Loss For Multi-Label Classification	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
Probabilistic Label Trees for Extreme Multi-label Classification	Sep 23, 2020	ClassificationExtreme Multi-Label Classification	CodeCode Available	1
Neural Networks Enhancement with Logical Knowledge	Sep 13, 2020	Multi-Label Classification	CodeCode Available	1
Imbalanced Continual Learning with Partitioning Reservoir Sampling	Sep 8, 2020	Continual LearningMulti-Label Classification	CodeCode Available	1
Fixing Localization Errors to Improve Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets	Jul 19, 2020	Binary ClassificationGeneral Classification	CodeCode Available	1
Emoji Prediction: Extensions and Benchmarking	Jul 14, 2020	BenchmarkingMulti-Label Classification	CodeCode Available	1
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model	Jul 12, 2020	DecoderGeneral Classification	CodeCode Available	1
Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition	Jul 3, 2020	Diversityimage-classification	CodeCode Available	1
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1
Learning Gradient Boosted Multi-label Classification Rules	Jun 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
Modeling Label Semantics for Predicting Emotional Reactions	Jun 9, 2020	Emotion ClassificationMulti-Label Classification	CodeCode Available	1
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images	Jun 3, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	1
Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA	May 13, 2020	Image CaptioningMulti-Label Classification	CodeCode Available	1
Fast Network Embedding Enhancement via High Order Proximity Approximation	May 13, 2020	Dimensionality ReductionLink Prediction	CodeCode Available	1

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All datasets CheXpert MS-COCO PASCAL VOC 2007 NUS-WIDE ChestX-ray14 OpenImages-v6 PASCAL VOC 2012 MLRSNet MRNet MIMIC-CXR

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CFT (ensemble) Macao Polytechnic University	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
2	Hierarchical-Learning-V1 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
3	DeepAUC-v1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
4	Conditional-Training-LSR	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
5	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified