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Active Learning

1885 directly classified papers

Papers per year

Papers

Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem ICML 2019
A Bayesian Approach for Sequence Tagging with Crowds EMNLP 2019
Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CORL 2019
Adaptive Influence Maximization with Myopic Feedback NIPS 2019
MaxGap Bandit: Adaptive Algorithms for Approximate Ranking NIPS 2019
Learning Nearest Neighbor Graphs from Noisy Distance Samples NIPS 2019
Learning Deterministic Weighted Automata with Queries and Counterexamples NIPS 2019
Learning to Caption Images Through a Lifetime by Asking Questions ICCV 2019
Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media Posts IJCNLP 2019
Learning to Ask for Conversational Machine Learning IJCNLP 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
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks AAAI 2019
Biomedical Image Segmentation via Representative Annotation AAAI 2019
Active Learning for New Domains in Natural Language Understanding NAACL 2019
Data-efficient Neural Text Compression with Interactive Learning NAACL 2019
Adaptive Ensemble Active Learning for Drifting Data Stream Mining IJCAI 2019
Active Learning of Multi-Class Classification Models from Ordered Class Sets AAAI 2019
Rapid Performance Gain through Active Model Reuse IJCAI 2019
Thompson Sampling on Symmetric Alpha-Stable Bandits IJCAI 2019
Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach AAAI 2019
Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers EMNLP 2019
Bidirectional Active Learning with Gold-Instance-Based Human Training IJCAI 2019