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Binary Classification

Papers

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Showing 1251–1300 of 2574 papers

TitleStatusHype
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection—0
McRock at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Multi-Channel CNN, Hybrid LSTM, DistilBERT and XLNetCode0
LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest Neighbor Classification for Sarcasm DetectionCode0
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles—0
HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS—0
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification—0
LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge TransferCode0
Causality for Inherently Explainable Transformers: CAT-XPLAINCode0
Improved Text Classification via Test-Time Augmentation—0
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking DataCode0
Predicting the Geoeffectiveness of CMEs Using Machine Learning—0
Exceedance Probability Forecasting via Regression for Significant Wave Height Prediction—0
LogGENE: A smooth alternative to check loss for Deep Healthcare Inference Tasks—0
Fairness-aware Model-agnostic Positive and Unlabeled Learning—0
The Consistency of Adversarial Training for Binary Classification—0
Fair Generalized Linear Models with a Convex PenaltyCode0
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification—0
DIALOG-22 RuATD Generated Text DetectionCode0
FOLD-TR: A Scalable and Efficient Inductive Learning Algorithm for Learning To Rank—0
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
Highlights of Semantics in Multi-objective Genetic Programming—0
Mixed integer linear optimization formulations for learning optimal binary classification treesCode0
Information Threshold, Bayesian Inference and Decision-Making—0
Combinatorial optimization for low bit-width neural networks—0
Generalization for multiclass classification with overparameterized linear models—0
MCD: Marginal Contrastive Discrimination for conditional density estimation—0
Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning—0
Fuzzy granular approximation classifierCode0
Prediction of Maneuvering Status for Aerial Vehicles using Supervised Learning Methods—0
MEMD-HHT based Emotion Detection from EEG using 3D CNN—0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts—0
A Turkish Hate Speech Dataset and Detection System—0
Tackling Irony Detection using Ensemble ClassifiersCode0
Leveraging Hashtag Networks for Multimodal Popularity Prediction of Instagram Posts—0
CoRoSeOf - An Annotated Corpus of Romanian Sexist and Offensive TweetsCode0
Elvis vs. M. Jackson: Who has More Albums? Classification and Identification of Elements in Comparative Questions—0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s PerspectiveCode0
Misogyny and Aggressiveness Tend to Come Together and Together We Address Them—0
Developing a Dataset of Overridden Information in Wikipedia—0
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection—0
Deep One-Class Hate Speech Detection Model—0
Sepsis Prediction with Temporal Convolutional Networks—0
Online Agnostic Multiclass BoostingCode0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
Detecting Unknown DGAs without Context Information—0
Feature subset selection for kernel SVM classification via mixed-integer optimization—0
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power—0
Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric ClassificationCode0
Residual-Concatenate Neural Network with Deep Regularization Layers for Binary Classification—0
An Adaptive Contrastive Learning Model for Spike Sorting—0
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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