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Binary Classification

Papers

Showing 17211730 of 2574 papers

TitleStatusHype
Task-Aware Representation of Sentences for Generic Text Classification0
Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification0
Chinese Grammatical Error Detection Based on BERT Model0
ISIKUN at the FinCausal 2020: Linguistically informed Machine-learning Approach for Causality Identification in Financial DocumentsCode0
JCT at SemEval-2020 Task 1: Combined Semantic Vector Spaces Models for Unsupervised Lexical Semantic Change Detection0
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 20200
Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questionsCode0
Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection0
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified