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Binary Classification

Papers

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Showing 1451–1500 of 2574 papers

TitleStatusHype
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes—0
TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings—0
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense—0
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross EncodingCode0
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts—0
Team\_KGP at SemEval-2021 Task 7: A Deep Neural System to Detect Humor and Offense with Their Ratings in the Text Data—0
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation—0
YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles—0
JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models—0
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training—0
GHOST at SemEval-2021 Task 5: Is explanation all you need?—0
SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC)Code1
hub at SemEval-2021 Task 2: Word Meaning Similarity Prediction Model Based on RoBERTa and Word Frequency—0
Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense—0
Deep Networks Provably Classify Data on Curves—0
Statistical Guarantees for Fairness Aware Plug-In Algorithms—0
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification—0
Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible?—0
Clinical Relation Extraction Using Transformer-based ModelsCode1
Regularized Classification-Aware QuantizationCode0
Fock State-enhanced Expressivity of Quantum Machine Learning Models—0
Learning Concept Lengths Accelerates Concept Learning in ALCCode0
LS3: Latent Space Safe Sets for Long-Horizon Visuomotor Control of Sparse Reward Iterative TasksCode0
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platformCode1
E-PixelHop: An Enhanced PixelHop Method for Object Classification—0
SplitAVG: A heterogeneity-aware federated deep learning method for medical imagingCode1
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised LearningCode0
Optimal Binary Classification Beyond AccuracyCode0
Adaptive calibration for binary classification—0
Fair Decision Rules for Binary Classification—0
Optimizing ROC Curves with a Sort-Based Surrogate Loss Function for Binary Classification and Changepoint DetectionCode0
What Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification—0
Sentiment analysis for Urdu online reviews using deep learning modelsCode0
A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold—0
Self-training Converts Weak Learners to Strong Learners in Mixture Models—0
Alternative Microfoundations for Strategic Classification—0
Detection of Deepfake Videos Using Long Distance Attention—0
A Turing Test for Transparency—0
Corruption Robust Active Learning—0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation—0
RaScaNet: Learning Tiny Models by Raster-Scanning Images—0
Neural network interpretability for forecasting of aggregated renewable generationCode0
Predicting Gender by First Name Using Character-level Machine LearningCode0
Binary classification with corrupted labels—0
Automatic Main Character Recognition for Photographic Studies—0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit—0
Probing Pre-Trained Language Models for Disease KnowledgeCode0
Classification algorithms applied to structure formation simulations—0
Collaborative Multidisciplinary Design Optimization with Neural Networks—0
Anomalous Sound Detection Using a Binary Classification Model and Class Centroids—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