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Binary Classification

Papers

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Showing 551–600 of 2574 papers

TitleStatusHype
Detection of Human and Machine-Authored Fake News in UrduCode0
Differentially Private Fair Binary ClassificationsCode0
Distributed Variational Inference for Online Supervised LearningCode0
Detecting Decision Ambiguity from Facial ImagesCode0
A Provably Accurate Randomized Sampling Algorithm for Logistic RegressionCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
Classification from Positive, Unlabeled and Biased Negative DataCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
Dermoscopic Dark Corner Artifacts Removal: Friend or Foe?Code0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
Classifier Calibration: with application to threat scores in cybersecurityCode0
Deep Face Forgery DetectionCode0
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
Classifying Overlapping Gaussian Mixtures in High Dimensions: From Optimal Classifiers to Neural NetsCode0
A Reductions Approach to Fair ClassificationCode0
Decorrelation using Optimal TransportCode0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text ClassificationCode0
Efficient line search for optimizing Area Under the ROC Curve in gradient descentCode0
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language ModelsCode0
Deep Generative Learning via Variational Gradient FlowCode0
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual CorporaCode0
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsCode0
Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social MediaCode0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
EPP: interpretable score of model predictive powerCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
A Scalable Quantum Non-local Neural Network for Image ClassificationCode0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Evaluation of Hate Speech Detection Using Large Language Models and Geographical ContextualizationCode0
DACCORD : un jeu de données pour la Détection Automatique d'énonCés COntRaDictoires en françaisCode0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
A Simple and Effective Framework for Pairwise Deep Metric LearningCode0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's PerspectiveCode0
Comparative Document Summarisation via ClassificationCode0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural NetworksCode0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s PerspectiveCode0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
Fast Meta-Learning for Adaptive Hierarchical Classifier DesignCode0
ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPTCode0
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified