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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1381–1390 of 14581 papers

Title	Date	Tasks	Status	Hype
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification	Nov 1, 2020	General ClassificationMulti Label Text Classification	—Unverified	0
Within-Between Lexical Relation Classification	Nov 1, 2020	ClassificationGeneral Classification	—Unverified	0
Text Graph Transformer for Document Classification	Nov 1, 2020	ClassificationDocument Classification	—Unverified	0
Towards More Accurate Uncertainty Estimation In Text Classification	Nov 1, 2020	ClassificationGeneral Classification	CodeCode Available	0
Modularized Syntactic Neural Networks for Sentence Classification	Nov 1, 2020	ClassificationGeneral Classification	—Unverified	0
Inducing Target-Specific Latent Structures for Aspect Sentiment Classification	Nov 1, 2020	ClassificationDependency Parsing	—Unverified	0
Task-oriented Domain-specific Meta-Embedding for Text Classification	Nov 1, 2020	ClassificationGeneral Classification	—Unverified	0
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification	Nov 1, 2020	General ClassificationInductive logic programming	—Unverified	0
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification	Nov 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification	Nov 1, 2020	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	—Unverified	0

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XBNET	Accuracy	100	—	Unverified
2	MONT3	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified