General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5026–5050 of 14581 papers

Title	Date	Tasks	Status
An Automated Ensemble Learning Framework Using Genetic Programming for Image Classification	Jul 1, 2019	ClassificationDiversity	CodeCode Available
Hierarchical Transfer Learning for Multi-label Text Classification	Jul 1, 2019	Binary ClassificationClassification	—Unverified
Exploring Pre-trained Language Models for Event Extraction and Generation	Jul 1, 2019	Event ExtractionGeneral Classification	—Unverified
Annotation and Automatic Classification of Aspectual Categories	Jul 1, 2019	ClassificationGeneral Classification	—Unverified
Collocation Classification with Unsupervised Relation Vectors	Jul 1, 2019	ClassificationGeneral Classification	CodeCode Available
Hierarchical Multi-label Classification of Text with Capsule Networks	Jul 1, 2019	AttributeClassification	CodeCode Available
Investigating Political Herd Mentality: A Community Sentiment Based Approach	Jul 1, 2019	General ClassificationSentiment Analysis	—Unverified
Distributed Knowledge Based Clinical Auto-Coding System	Jul 1, 2019	General Classification	—Unverified
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network	Jul 1, 2019	General ClassificationQuestion Answering	—Unverified
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification	Jul 1, 2019	General ClassificationMulti-Label Classification	CodeCode Available
Sentiment Classification Using Document Embeddings Trained with Cosine Similarity	Jul 1, 2019	ClassificationDocument Embedding	CodeCode Available
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text	Jul 1, 2019	Anomaly DetectionContextual Anomaly Detection	CodeCode Available
Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision	Jul 1, 2019	ClassificationGeneral Classification	—Unverified
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations	Jul 1, 2019	ClassificationGeneral Classification	—Unverified
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models	Jul 1, 2019	ClassificationDiachronic Word Embeddings	CodeCode Available
Long-Distance Dependencies Don't Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations	Jul 1, 2019	General ClassificationInductive Bias	—Unverified
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit	Jul 1, 2019	ClassificationGeneral Classification	—Unverified
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages	Jul 1, 2019	FormGeneral Classification	—Unverified
Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring	Jul 1, 2019	ClassificationDocument Classification	CodeCode Available
Predicting the Outcome of Deliberative Democracy: A Research Proposal	Jul 1, 2019	ClassificationGeneral Classification	—Unverified
Stochastic Tokenization with a Language Model for Neural Text Classification	Jul 1, 2019	ClassificationGeneral Classification	—Unverified
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings	Jul 1, 2019	ClassificationGeneral Classification	—Unverified
Transfer Capsule Network for Aspect Level Sentiment Classification	Jul 1, 2019	ClassificationGeneral Classification	CodeCode Available
ARNOR: Attention Regularization based Noise Reduction for Distant Supervision Relation Classification	Jul 1, 2019	ClassificationGeneral Classification	—Unverified
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency	Jul 1, 2019	Adversarial AttackClassification	CodeCode Available

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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