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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

Efficient PAC Learning from the Crowd with Pairwise Comparisons ICML 2022
Learning from a Learning User for Optimal Recommendations ICML 2022
Active Learning for Abstractive Text Summarization EMNLP 2022
Optimal Clustering with Noisy Queries via Multi-Armed Bandit ICML 2022
Cross-Space Active Learning on Graph Convolutional Networks ICML 2022
Multilingual Detection of Personal Employment Status on Twitter ACL 2022
Clustering with Queries under Semi-Random Noise COLT 2022
Metric-Fair Active Learning ICML 2022
Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change Debate COLING 2022
Convergence of Uncertainty Sampling for Active Learning ICML 2022
Constants Matter: The Performance Gains of Active Learning ICML 2022
Adapting Coreference Resolution Models through Active Learning ACL 2022
Multi-View Active Learning for Short Text Classification in User-Generated Data EMNLP 2022
ActiveHedge: Hedge meets Active Learning ICML 2022
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals ICML 2022
Active Learning Through a Covering Lens NIPS 2022
Biological Sequence Design with GFlowNets ICML 2022
Robustly-reliable learners under poisoning attacks COLT 2022
Single Image Object Counting and Localizing Using Active-Learning WACV 2022
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning COLING 2022
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias WACV 2022
On Efficiently Acquiring Annotations for Multilingual Models ACL 2022
N-Penetrate: Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations ICML 2022
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images WACV 2022
Class-Balanced Active Learning for Image Classification WACV 2022