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Binary Classification

Papers

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Showing 2051–2100 of 2574 papers

TitleStatusHype
Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2021—0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020—0
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021—0
PAC-Bayesian risk bounds for fully connected deep neural network with Gaussian priors—0
PAC Learnability of Scenario Decision-Making Algorithms: Necessary and Sufficient Conditions—0
PAC-Learning Uniform Ergodic Communicative Networks—0
PAC learning with stable and private predictions—0
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion—0
Pairwise Representation Learning for Event Coreference—0
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks—0
Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification—0
Parity Queries for Binary Classification—0
Partial AUC Maximization via Nonlinear Scoring Functions—0
Partial Face Detection in the Mobile Domain—0
Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization—0
Patch-based learning of adaptive Total Variation parameter maps for blind image denoising—0
Patient Independent Interictal Epileptiform Discharge Detection—0
"Patriarchy Hurts Men Too." Does Your Model Agree? A Discussion on Fairness Assumptions—0
PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training—0
Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries—0
New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices—0
Pearson-Matthews correlation coefficients for binary and multinary classification and hypothesis testing—0
Perfect match: Improved cross-modal embeddings for audio-visual synchronisation—0
Performance Analysis of Multiclass Support Vector Machine Classification for Diagnosis of Coronary Heart Diseases—0
Performance Estimation in Binary Classification Using Calibrated Confidence—0
Performance Metric Elicitation from Pairwise Classifier Comparisons—0
Detection of Human and Machine-Authored Fake News in UrduCode0
Topology of deep neural networksCode0
Template-Based Posit Multiplication for Training and Inferring in Neural NetworksCode0
Zero-Shot Multi-modal Large Language Model v.s. Supervised Deep Learning: A Comparative Study on CT-Based Intracranial Hemorrhage SubtypingCode0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Temporal Label Smoothing for Early Event PredictionCode0
DIALOG-22 RuATD Generated Text DetectionCode0
Automated Evaluation of Out-of-Context ErrorsCode0
Propensity-to-Pay: Machine Learning for Estimating Prediction UncertaintyCode0
Differentially Private Fair Binary ClassificationsCode0
Temporal Stability in Predictive Process MonitoringCode0
Signed Graph Metric Learning via Gershgorin Disc Perfect AlignmentCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
NoCoLA: The Norwegian Corpus of Linguistic AcceptabilityCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media DataCode0
Comparative Document Summarisation via ClassificationCode0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Protein Language Models and Machine Learning Facilitate the Identification of Antimicrobial PeptidesCode0
Interpretable ML for Imbalanced DataCode0
Interpretable Multi Labeled Bengali Toxic Comments Classification using Deep LearningCode0
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series ClusteringCode0
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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