Active Learning

Cross-Space Active Learning on Graph Convolutional Networks ICML 2022 Crowdsourcing Preposition Sense Disambiguation with High Precision via a Priming Task EMNLP 2022 Dataset Pruning for Resource-constrained Spoofed Audio Detection Interspeech 2022 Deep Active Learning by Leveraging Training Dynamics NeurIPS 2022 Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022 Designing a Human-in-the-Loop System for Object Detection in Floor Plans AAAI 2022 Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change Debate COLING 2022 Differential Assessment of Black-Box AI Agents AAAI 2022 Discrepancy-Based Active Learning for Domain Adaptation ICLR 2022 Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes AISTATS 2022 ”Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer NAACL 2022 Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias WACV 2022 DoSA : A System to Accelerate Annotations on Business Documents with Human-in-the-Loop EMNLP 2022 Early Guessing for Dialect Identification EMNLP 2022 ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation MIDL 2022 Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022 Efficient Active Learning with Abstention NeurIPS 2022 Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022 Efficiently Learning the Topology and Behavior of a Networked Dynamical System Via Active Queries ICML 2022 Efficient PAC Learning from the Crowd with Pairwise Comparisons ICML 2022 Eliciting Thinking Hierarchy without a Prior NeurIPS 2022 Entropy-Based Active Learning for Object Detection With Progressive Diversity Constraint CVPR 2022 Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification AACL 2022 FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction NAACL 2022 Few-Shot Continual Active Learning by a Robot NeurIPS 2022