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Binary Classification

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Showing 1501–1550 of 2574 papers

TitleStatusHype
A comprehensive solution to retrieval-based chatbot construction—0
Linear Classifiers Under Infinite Imbalance—0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
Early-stopped neural networks are consistent—0
Probing transfer learning with a model of synthetic correlated datasets—0
Automatic Sexism Detection with Multilingual Transformer Models—0
Adaptive transfer learning—0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language—0
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization—0
From Undecidability of Non-Triviality and Finiteness to Undecidability of Learnability—0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI—0
Improvement over Pinball Loss Support Vector MachineCode0
Classification of Censored Tweets in Chinese Language using XLNet—0
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021—0
Identifying professions & occupations in Health-related Social Media using Natural Language Processing—0
Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification—0
IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets—0
UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts—0
Algorithmic Insurance—0
Training ELECTRA Augmented with Multi-word Selection—0
OASIS: An Active Framework for Set Inversion—0
Localization of Facial Images Manipulation in Digital Forensics via Convolutional Neural NetworksCode1
Towards optimally abstaining from prediction with OOD test examples—0
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing—0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
Practical Convex Formulation of Robust One-hidden-layer Neural Network Training—0
VISITRON: Visual Semantics-Aligned Interactively Trained Object-NavigatorCode0
A Study imbalance handling by various data sampling methods in binary classification—0
Properties of the After Kernel—0
Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions—0
Negational Symmetry of Quantum Neural Networks for Binary Pattern ClassificationCode0
Evaluating the Correctness of Explainable AI Algorithms for Classification—0
Synthesising Multi-Modal Minority Samples for Tabular Data—0
RAIDER: Reinforcement-aided Spear Phishing Detector—0
Comparison of machine learning and deep learning techniques in promoter prediction across diverse species—0
A Large Visual, Qualitative and Quantitative Dataset of Web Pages—0
Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application—0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing—0
Improved Algorithms for Agnostic Pool-based Active Classification—0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning—0
Pairwise Fairness for Ordinal RegressionCode0
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsCode1
Semantics in Multi-objective Genetic Programming—0
Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation—0
AdaBoost and robust one-bit compressed sensingCode0
Scalar Adjective Identification and Multilingual Ranking—0
Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks—0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information—0
Morphological classification of astronomical images with limited labelling—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