SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 8051–8100 of 14581 papers

TitleStatusHype
Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification—0
Classification of Building Information Model (BIM) Structures with Deep Learning—0
Fine-Grained Arabic Dialect Identification—0
Investigating the importance of linguistic complexity features across different datasets related to language learning—0
Integrating Question Classification and Deep Learning for improved Answer Selection—0
Cross-media User Profiling with Joint Textual and Social User Embedding—0
Adversarial Feature Adaptation for Cross-lingual Relation ClassificationCode0
Effective Attention Modeling for Aspect-Level Sentiment Classification—0
Fine-grained Structure-based News Genre Categorization—0
Fine-Grained Termhood Prediction for German Compound Terms Using Neural Networks—0
Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson's Disease—0
Cyber-aggression Detection using Cross Segment-and-Concatenate Multi-Task Learning from Text—0
Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall RatingsCode0
Cyberbullying Intervention Based on Convolutional Neural Networks—0
Efficient Progressive Neural Architecture Search—0
An Analysis of Annotated Corpora for Emotion Classification in Text—0
Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language DetectionCode0
Exploratory Neural Relation Classification for Domain Knowledge Acquisition—0
Learning Emotion-enriched Word Representations—0
Hybrid Attention based Multimodal Network for Spoken Language Classification—0
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis—0
A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification—0
Learning Sentiment Composition from Sentiment Lexicons—0
A Retrospective Analysis of the Fake News Challenge Stance-Detection TaskCode0
Interpretable Rationale Augmented Charge Prediction System—0
A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words—0
Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detection—0
Enhanced Aspect Level Sentiment Classification with Auxiliary Memory—0
Can Rumour Stance Alone Predict Veracity?—0
If you've seen some, you've seen them all: Identifying variants of multiword expressions—0
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning—0
Enhancing General Sentiment Lexicons for Domain-Specific Use—0
An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification—0
Learning What to Share: Leaky Multi-Task Network for Text Classification—0
Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers—0
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals—0
Scale equivariance in CNNs with vector fields—0
Unsupervised Domain Adaptive Re-Identification: Theory and PracticeCode0
Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification—0
Extreme Network Compression via Filter Group Approximation—0
Faster Convergence & Generalization in DNNs—0
Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning—0
Kalman Filter-based Heuristic Ensemble (KFHE): A new perspective on multi-class ensemble classification using Kalman filters—0
HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning—0
Convolutional Gated Recurrent Units for Medical Relation ClassificationCode0
NMT-based Cross-lingual Document Embeddings—0
Towards Automatic Speech Identification from Vocal Tract Shape Dynamics in Real-time MRI—0
Transportation Modes Classification Using Feature Engineering—0
W-TALC: Weakly-supervised Temporal Activity Localization and ClassificationCode0
Influence of Image Classification Accuracy on Saliency Map EstimationCode0
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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