SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2251–2300 of 14581 papers

TitleStatusHype
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes—0
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold MixupCode1
Becoming Linguistically Mature: Modeling English and German Children's Writing Development Across School Grades—0
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT—0
Classification and Analysis of Neologisms Produced by Learners of Spanish: Effects of Proficiency and Task—0
A Comparison of Identification Methods of Brazilian Music Styles by Lyrics—0
Non-Topical Coherence in Social Talk: A Call for Dialogue Model Enrichment—0
Corpus based Amharic sentiment lexicon generation—0
Hierarchy-Aware Global Model for Hierarchical Text Classification—0
Text Classification with Negative Supervision—0
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions—0
SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling—0
Returning the N to NLP: Towards Contextually Personalized Classification Models—0
Aspect Sentiment Classification with Document-level Sentiment Preference Modeling—0
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent ClassificationCode1
Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?—0
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling—0
Hyperbolic Capsule Networks for Multi-Label Classification—0
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction—0
Understanding Attention for Text Classification—0
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection—0
Feature Projection for Improved Text Classification—0
Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning—0
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification—0
Unsupervised Paraphasia Classification in Aphasic Speech—0
Zero-shot Text Classification via Reinforced Self-training—0
Towards Emotion-aided Multi-modal Dialogue Act Classification—0
Tchebycheff Procedure for Multi-task Text Classification—0
Implicit Discourse Relation Classification: We Need to Talk about Evaluation—0
Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification—0
Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder—0
``None of the Above'': Measure Uncertainty in Dialog Response Retrieval—0
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled ExamplesCode1
Contextualized Weak Supervision for Text ClassificationCode1
BERTERS: Multimodal Representation Learning for Expert Recommendation System with Transformer—0
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer NetworksCode1
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer LearningCode1
A Simple Domain Shifting Networkfor Generating Low Quality ImagesCode0
Early-Learning Regularization Prevents Memorization of Noisy LabelsCode1
Classification Confidence Estimation with Test-Time Data-Augmentation—0
Hashing-Based Undersampling Ensemble for Imbalanced Pattern Classification ProblemsCode0
Sharp Statistical Guarantees for Adversarially Robust Gaussian Classification—0
Classification of cancer pathology reports: a large-scale comparative studyCode0
Probabilistic Classification Vector Machine for Multi-Class Classification—0
Structural Landmarking and Interaction Modelling: on Resolution Dilemmas in Graph Classification—0
Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification—0
Conditional Classification: A Solution for Computational Energy Reduction—0
Multichannel CNN with Attention for Text Classification—0
Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa—0
Improving Few-Shot Learning using Composite Rotation based Auxiliary Task—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified