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Binary Classification

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Showing 2251–2300 of 2574 papers

TitleStatusHype
Syntactically Aware Neural Architectures for Definition Extraction—0
Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection—0
Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks—0
SemEval-2018 Task 3: Irony Detection in English Tweets—0
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods—0
RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem—0
\#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets—0
IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media—0
Deep Learning Architecture for Complex Word Identification—0
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting—0
The Dynamics of Learning: A Random Matrix Approach—0
Adversarial examples from computational constraints—0
Fake Sentence Detection as a Training Task for Sentence Encoding—0
Adding One Neuron Can Eliminate All Bad Local Minima—0
Minimax Lower Bounds for Cost Sensitive Classification—0
Detecting Decision Ambiguity from Facial ImagesCode0
The Logistic Network Lasso—0
Estimating Learnability in the Sublinear Data Regime—0
Risk-Averse Classification—0
A Report on the Complex Word Identification Shared Task 2018—0
A Deep Convolutional Neural Network for Lung Cancer Diagnostic—0
Stability of the Stochastic Gradient Method for an Approximated Large Scale Kernel Machine—0
Real-Time Rotation-Invariant Face Detection with Progressive Calibration NetworksCode0
A Univariate Bound of Area Under ROC—0
Nonparametric Bayesian label prediction on a large graph using truncated Laplacian regularization—0
A plug-in approach to maximising precision at the top and recall at the top—0
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision—0
Deep Attention Model for Triage of Emergency Department Patients—0
Automated Evaluation of Out-of-Context ErrorsCode0
UnibucKernel: A kernel-based learning method for complex word identification—0
Model-Agnostic Private Learning via Stability—0
A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization—0
Online Deep Learning: Growing RBM on the fly—0
A Reductions Approach to Fair ClassificationCode0
"You are no Jack Kennedy": On Media Selection of Highlights from Presidential Debates—0
Understanding the Loss Surface of Neural Networks for Binary Classification—0
Post Selection Inference with Incomplete Maximum Mean Discrepancy Estimator—0
Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks—0
Unsupervised Evaluation and Weighted Aggregation of Ranked PredictionsCode0
Fast Interactive Image Retrieval using large-scale unlabeled data—0
ATPboost: Learning Premise Selection in Binary Setting with ATP FeedbackCode0
Neyman-Pearson classification: parametrics and sample size requirement—0
Online Compact Convexified Factorization Machine—0
Greedy Active Learning Algorithm for Logistic Regression Models—0
Passive-Aggressive online learning with nonlinear embeddingsCode0
Staff line Removal using Generative Adversarial Networks—0
Automatic Detection of Cyberbullying in Social Media Text—0
On the Direction of Discrimination: An Information-Theoretic Analysis of Disparate Impact in Machine Learning—0
Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach—0
Autoregressive Generative Adversarial Networks—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