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active learning

1295 papers

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Also known as

ALR AL AL OR NULL

Co-occurring keywords

text classification (6776) semi-supervised learning (2331) uncertainty sampling (67) uncertainty quantification (1365) gaussian process (1198) online learning (1770) transfer learning (5442) label complexity (58) sample complexity (1158) bayesian inference (1904)

Papers

Interactive Learning with Proactive Cognition Enhancement for Crowd Workers AAAI 2020
Localized active learning of Gaussian process state space models L4DC 2020
Deep Active Learning for Sequence Labeling Based on Diversity and Uncertainty in Gradient AACL 2020
ALICE: Active Learning with Contrastive Natural Language Explanations EMNLP 2020
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification CONLL 2019
Active Learning for Probabilistic Structured Prediction of Cuts and Matchings ICML 2019
Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets IJCAI 2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation IJCNLP 2019
Sampling Bias in Deep Active Classification: An Empirical Study IJCNLP 2019
Practical Obstacles to Deploying Active Learning IJCNLP 2019
Variational Information Planning for Sequential Decision Making AISTATS 2019
$HS^2$: Active learning over hypergraphs with pointwise and pairwise queries AISTATS 2019
Region-Based Active Learning AISTATS 2019
Optimal Policies for Observing Time Series and Related Restless Bandit Problems JMLR 2019
On the Limits of Learning to Actively Learn Semantic Representations CONLL 2019
Active Multi-Information Source Bayesian Quadrature UAI 2019
Learning to Ask for Conversational Machine Learning EMNLP 2019
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction NAACL 2019
Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CORL 2019
Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities NAACL 2019
Active Learning for New Domains in Natural Language Understanding NAACL 2019
Active Learning for Decision-Making from Imbalanced Observational Data ICML 2019
Bayesian Generative Active Deep Learning ICML 2019
Active Domain Randomization CORL 2019
Conditioning by adaptive sampling for robust design ICML 2019