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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

Fast Pure Exploration via Frank-Wolfe NIPS 2021
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning IJCNLP 2021
Active Bayesian Assessment of Black-Box Classifiers AAAI 2021
Selecting Informative Contexts Improves Language Model Fine-tuning IJCNLP 2021
Dialog Policy Learning for Joint Clarification and Active Learning Queries AAAI 2021
Active Learning for Deep Object Detection via Probabilistic Modeling ICCV 2021
Entity Prediction in Knowledge Graphs with Joint Embeddings NAACL 2021
Teaching Active Human Learners AAAI 2021
Parallel Constraint Acquisition AAAI 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation IJCNLP 2021
Human-in-the-Loop Efficiency Analysis for Binary Classification in Edyson INTERSPEECH 2021
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit INTERSPEECH 2021
Reliable Estimates of Interpretable Cue Effects with Active Learning in Psycholinguistic Research INTERSPEECH 2021
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning ACL 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation SEMEVAL 2021
Investigating label suggestions for opinion mining in German Covid-19 social media IJCNLP 2021
Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021
Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning JMLR 2021
Deep Active Learning for Joint Classification & Segmentation With Weak Annotator WACV 2021
Teaching via Best-Case Counterexamples in the Learning-with-Equivalence-Queries Paradigm NIPS 2021
A Human-machine Collaborative Framework for Evaluating Malevolence in Dialogues ACL 2021
Toward a General Theory of Online Selective Sampling: Trading Off Mistakes and Queries AISTATS 2021
Active Learning under Label Shift AISTATS 2021
Cartography Active Learning EMNLP 2021
High Dimensional Level Set Estimation with Bayesian Neural Network AAAI 2021