← Learning Types
Machine Learning › Learning Types ›

Active Learning

1885 directly classified papers

Papers per year

Papers

Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ACL 2019
AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging ACL 2019
Comparative judgments are more consistent than binary classification for labelling word complexity ACL 2019
Sampling Bias in Deep Active Classification: An Empirical Study EMNLP 2019
Learning and Data Selection in Big Datasets ICML 2019
Interactive Teaching Algorithms for Inverse Reinforcement Learning IJCAI 2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019
Empirical Evaluation of Active Learning Techniques for Neural MT EMNLP 2019
Active Learning for Cost-Sensitive Classification JMLR 2019
Active Learning within Constrained Environments through Imitation of an Expert Questioner IJCAI 2019
Active Embedding Search via Noisy Paired Comparisons ICML 2019
SANTLR: Speech Annotation Toolkit for Low Resource Languages INTERSPEECH 2019
Active Annotation: Bootstrapping Annotation Lexicon and Guidelines for Supervised NLU Learning INTERSPEECH 2019
How to Annotate 100 Hours in 45 Minutes INTERSPEECH 2019
Bounding Uncertainty for Active Batch Selection AAAI 2019
Active Exploration in Markov Decision Processes AISTATS 2019
Self-Paced Active Learning: Query the Right Thing at the Right Time AAAI 2019
Incremental Elicitation of Rank-Dependent Aggregation Functions based on Bayesian Linear Regression IJCAI 2019
SMART: An Open Source Data Labeling Platform for Supervised Learning JMLR 2019
Active Learning for Probabilistic Structured Prediction of Cuts and Matchings ICML 2019
Exploring $k$ out of Top $ρ$ Fraction of Arms in Stochastic Bandits AISTATS 2019
Multi-View Active Learning for Video Recommendation IJCAI 2019
Active Ranking with Subset-wise Preferences AISTATS 2019
ActiveHNE: Active Heterogeneous Network Embedding IJCAI 2019
Deep Active Learning for Anchor User Prediction IJCAI 2019