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Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 491–500 of 1198 papers

Title	Date	Tasks	Status	Hype
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction	May 1, 2022	AttributeAttribute Value Extraction	—Unverified	0
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base	May 1, 2022	Conversational Question AnsweringEntity Disambiguation	CodeCode Available	0
None Class Ranking Loss for Document-Level Relation Extraction	May 1, 2022	Document-level Relation ExtractionEmotion Classification	CodeCode Available	1
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines	Apr 28, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification	Apr 28, 2022	ClassificationLanguage Modeling	CodeCode Available	1
ProTranslator: zero-shot protein function prediction using textual description	Apr 20, 2022	Machine TranslationMulti-Label Classification	—Unverified	0
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations	Apr 20, 2022	ArticlesBenchmarking	—Unverified	0
Diverse Imagenet Models Transfer Better	Apr 19, 2022	DiversityMulti-Label Classification	—Unverified	0
LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curation	Apr 19, 2022	ArticlesMulti-Label Classification	CodeCode Available	0
Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity	Apr 19, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0

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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-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified