conftrace_

multi-class classification

280 papers

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Co-occurring keywords

text classification (6793) support vector machine (978) transformer model (1996) multiclass classification (181) binary classification (678) ensemble learning (1274) generalization bound (652) active learning (1301) multi-label classification (1009) transfer learning (5449)

Papers

Learning by Minimizing the Sum of Ranked Range NIPS 2020
Detecting Tweets Reporting Birth Defect Pregnancy Outcome Using Two-View CNN RNN Based Architecture COLING 2020
Federated Learning with Only Positive Labels ICML 2020
Inno at SemEval-2020 Task 11: Leveraging Pure Transfomer for Multi-Class Propaganda Detection COLING 2020
Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles SEMEVAL 2020
Transparency Promotion with Model-Agnostic Linear Competitors ICML 2020
Optimistic Bounds for Multi-output Learning ICML 2020
Learning with Multiple Complementary Labels ICML 2020
Inno at SemEval-2020 Task 11: Leveraging Pure Transfomer for Multi-Class Propaganda Detection SEMEVAL 2020
On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks AAAI 2020
Partial Multi-Label Learning with Label Distribution AAAI 2020
Want to Identify, Extract and Normalize Adverse Drug Reactions in Tweets? Use RoBERTa COLING 2020
Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks NIPS 2020
Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles COLING 2020
AUCμ: A Performance Metric for Multi-Class Machine Learning Models ICML 2019
Calibration tests in multi-class classification: A unifying framework NIPS 2019
Transductive Bounds for the Multi-Class Majority Vote Classifier AAAI 2019
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration NIPS 2019
Improved Generalization Bounds for Robust Learning ALT 2019
Multiclass Learning from Contradictions NIPS 2019
Active Learning of Multi-Class Classification Models from Ordered Class Sets AAAI 2019
Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence CONLL 2019
A Walkthrough for the Principle of Logit Separation IJCAI 2019
Single-Label Multi-Class Image Classification by Deep Logistic Regression AAAI 2019
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation UAI 2019