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active learning

1295 papers

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Also known as

AL

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

Including Uncertainty when Learning from Human Corrections CORL 2018
Efficient nonmyopic batch active search NIPS 2018
Hybrid-MST: A Hybrid Active Sampling Strategy for Pairwise Preference Aggregation NIPS 2018
Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning ICML 2018
Derivative Free Optimization Via Repeated Classification AISTATS 2018
On the Efficiency of Data Collection for Crowdsourced Classification IJCAI 2018
Active Discriminative Network Representation Learning IJCAI 2018
New Balanced Active Learning Model and Optimization Algorithm IJCAI 2018
Cost-Effective Active Learning for Hierarchical Multi-Label Classification IJCAI 2018
Learning a Policy for Opportunistic Active Learning EMNLP 2018
Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types COLING 2018
Sprucing up the trees – Error detection in treebanks COLING 2018
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings IJCAI 2018
Learning from Chunk-based Feedback in Neural Machine Translation ACL 2018
Bayesian Semi-supervised Learning with Graph Gaussian Processes NIPS 2018
Exploiting Structure in Representation of Named Entities using Active Learning COLING 2018
Hierarchical Active Learning with Group Proportion Feedback IJCAI 2018
Active DOP: A constituency treebank annotation tool with online learning COLING 2018
Active Recurrence of Lighting Condition for Fine-Grained Change Detection IJCAI 2018
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018
Active Matting NIPS 2018
Personalized Text Retrieval for Learners of Chinese as a Foreign Language COLING 2018
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource COLING 2018
RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian COLING 2018
A Practical Incremental Learning Framework For Sparse Entity Extraction COLING 2018