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Binary Classification

Papers

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Showing 1151–1200 of 2574 papers

TitleStatusHype
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning—0
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles—0
Frustratingly Easy System Combination for Grammatical Error CorrectionCode1
Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection—0
LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest Neighbor Classification for Sarcasm DetectionCode0
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection—0
TE2Rules: Explaining Tree Ensembles using RulesCode1
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
STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm ComparisonCode1
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
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification—0
The Consistency of Adversarial Training for Binary Classification—0
Fair Generalized Linear Models with a Convex PenaltyCode0
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
Generalizable Method for Face Anti-Spoofing with Semi-Supervised LearningCode1
Mixed integer linear optimization formulations for learning optimal binary classification treesCode0
Highlights of Semantics in Multi-objective Genetic Programming—0
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
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
MCD: Marginal Contrastive Discrimination for conditional density estimation—0
Prediction of Maneuvering Status for Aerial Vehicles using Supervised Learning Methods—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
MEMD-HHT based Emotion Detection from EEG using 3D CNN—0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts—0
Developing a Dataset of Overridden Information in Wikipedia—0
Leveraging Hashtag Networks for Multimodal Popularity Prediction of Instagram Posts—0
Deep One-Class Hate Speech Detection Model—0
Tackling Irony Detection using Ensemble ClassifiersCode0
Elvis vs. M. Jackson: Who has More Albums? Classification and Identification of Elements in Comparative Questions—0
Misogyny and Aggressiveness Tend to Come Together and Together We Address Them—0
Bicleaner AI: Bicleaner Goes NeuralCode1
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection—0
A Turkish Hate Speech Dataset and Detection System—0
Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient’s PerspectiveCode0
CoRoSeOf - An Annotated Corpus of Romanian Sexist and Offensive TweetsCode0
Sepsis Prediction with Temporal Convolutional Networks—0
Online Agnostic Multiclass BoostingCode0
Detecting Unknown DGAs without Context Information—0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
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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