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Active Learning

323 directly classified papers

Papers per year

Papers

Annobot: Platform for Annotating and Creating Datasets through Conversation with a Chatbot COLING 2020
Sequential Mode Estimation with Oracle Queries AAAI 2020
Active Learning in the Geometric Block Model AAAI 2020
Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles AAAI 2020
Active Ordinal Querying for Tuplewise Similarity Learning AAAI 2020
Cost-Accuracy Aware Adaptive Labeling for Active Learning AAAI 2020
Crowd-Assisted Disaster Scene Assessment with Human-AI Interactive Attention AAAI 2020
Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision CVPR 2020
DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool COLING 2020
Merging Weak and Active Supervision for Semantic Parsing AAAI 2020
Active Learning with Query Generation for Cost-Effective Text Classification AAAI 2020
Uncertainty and Traffic-Aware Active Learning for Semantic Parsing EMNLP 2020
CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles EMNLP 2020
Interactive Learning with Proactive Cognition Enhancement for Crowd Workers AAAI 2020
ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data AAAI 2020
Human-Machine Collaboration for Fast Land Cover Mapping AAAI 2020
Finding the Homology of Decision Boundaries with Active Learning NIPS 2020
Active Learning Approaches to Enhancing Neural Machine Translation EMNLP 2020
HUMAN: Hierarchical Universal Modular ANnotator EMNLP 2020
Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
The Power of Comparisons for Actively Learning Linear Classifiers NIPS 2020
Efficient active learning of sparse halfspaces with arbitrary bounded noise NIPS 2020
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space EMNLP 2020
Empowering Active Learning to Jointly Optimize System and User Demands ACL 2020
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning ACL 2020