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

Active Learning for Cost-Sensitive Classification JMLR 2019
Learning Weighted Top-$k$ Support Vector Machine ACML 2019
When does label smoothing help? NIPS 2019
Predicting Algorithm Classes for Programming Word Problems EMNLP 2019
SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text EMNLP 2019
DENS: A Dataset for Multi-class Emotion Analysis EMNLP 2019
Learning Multi-Class Segmentations From Single-Class Datasets CVPR 2019
Multi-Class Learning using Unlabeled Samples: Theory and Algorithm IJCAI 2019
Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson’s Disease COLING 2018
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates EMNLP 2018
Candidates vs. Noises Estimation for Large Multi-Class Classification Problem ICML 2018
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract) IJCAI 2018
Benchmarking Aggression Identification in Social Media COLING 2018
Extrapolating Expected Accuracies for Large Multi-Class Problems JMLR 2018
Multi-Class Learning: From Theory to Algorithm NIPS 2018
Quantifying Learning Guarantees for Convex but Inconsistent Surrogates NIPS 2018
Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data NIPS 2018
Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty IJCAI 2018
Towards Enabling Binary Decomposition for Partial Label Learning IJCAI 2018
Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding IJCAI 2018
Learning from discriminative feature feedback NIPS 2018
Functional Map of the World CVPR 2018
Model Transfer with Explicit Knowledge of the Relation between Class Definitions CONLL 2018
New bounds on the price of bandit feedback for mistake-bounded online multiclass learning ALT 2017
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification NIPS 2017