active learning

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 Efficient PAC Learning from the Crowd with Pairwise Comparisons ICML 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 Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022 Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision CoRL 2022 GeneDisco: A Benchmark for Experimental Design in Drug Discovery ICLR 2022 GEQCA: Generic Qualitative Constraint Acquisition AAAI 2022 Guided K-best Selection for Semantic Parsing Annotation ACL 2022 Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022 Human-AI Collaborative Bayesian Optimisation NeurIPS 2022 Identifying Wrongly Predicted Samples: A Method for Active Learning WACV 2022 Improved Algorithms for Neural Active Learning NeurIPS 2022 Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers EMNLP 2022 Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection EMNLP 2022 Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop EMNLP 2022 Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels ICLR 2022 Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022 Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning COLING 2022 Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours EMNLP 2022 Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022