SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 451–500 of 1198 papers

TitleStatusHype
Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores—0
SemEval-2022 Task 4: Patronizing and Condescending Language Detection—0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
UMUTeam at SemEval-2022 Task 6: Evaluating Transformers for detecting Sarcasm in English and Arabic—0
YNU-HPCC at SemEval-2022 Task 4: Finetuning Pretrained Language Models for Patronizing and Condescending Language Detection—0
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion—0
Tesla at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Transformer-based Models with Data Augmentation—0
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification—0
ASRtrans at SemEval-2022 Task 4: Ensemble of Tuned Transformer-based Models for PCL Detection—0
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning—0
Team LRL_NC at SemEval-2022 Task 4: Binary and Multi-label Classification of PCL using Fine-tuned Transformer-based Models—0
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection—0
Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection—0
QiNiAn at SemEval-2022 Task 5: Multi-Modal Misogyny Detection and Classification—0
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language—0
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNetCode0
CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3—0
I2C at SemEval-2022 Task 6: Intended Sarcasm in English using Deep Learning Techniques—0
Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches—0
The "AI+R"-tree: An Instance-optimized R-tree—0
Towards a Data-Driven Requirements Engineering Approach: Automatic Analysis of User ReviewsCode0
0/1 Deep Neural Networks via Block Coordinate Descent—0
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP)—0
SwinCheX: Multi-label classification on chest X-ray images with transformersCode1
Large Loss Matters in Weakly Supervised Multi-Label ClassificationCode1
Online Neural Diarization of Unlimited Numbers of Speakers Using Global and Local Attractors—0
The Subject Annotations of the Danish Parliament Corpus (2009-2017) - Evaluated with Automatic Multi-label Classification—0
RED v2: Enhancing RED Dataset for Multi-Label Emotion Detection—0
Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification—0
Semantic Probabilistic Layers for Neuro-Symbolic LearningCode1
Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer—0
Superclass Adversarial Attack—0
Identifying magnetic antiskyrmions while they form with convolutional neural networks—0
Decision Making for Hierarchical Multi-label Classification with Multidimensional Local Precision Rate—0
Object-Aware Self-supervised Multi-Label LearningCode0
Open Vocabulary Extreme Classification Using Generative Models—0
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural FeaturesCode0
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES—0
Evaluating Extreme Hierarchical Multi-label Classification—0
Leveraging Seq2seq Language Generation for Multi-level Product Issue Identification—0
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction—0
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge BaseCode0
None Class Ranking Loss for Document-Level Relation ExtractionCode1
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID VaccinesCode1
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text ClassificationCode1
ProTranslator: zero-shot protein function prediction using textual description—0
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations—0
Diverse Imagenet Models Transfer Better—0
LitMC-BERT: transformer-based multi-label classification of biomedical literature with an application on COVID-19 literature curationCode0
Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity—0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified