Active Learning

An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond NeurIPS 2023 An active learning framework for multi-group mean estimation NeurIPS 2023 An Active Learning Pipeline for NLU Error Detection in Conversational Agents ACL 2023 An Empirical Study on Active Learning for Multi-label Text Classification EACL 2023 An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits NeurIPS 2023 Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation NeurIPS 2023 Answering Ambiguous Questions via Iterative Prompting ACL 2023 Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning CVPR 2023 A Semi-parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks AAAI 2023 A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles ICLR 2023 A Survey on Asking Clarification Questions Datasets in Conversational Systems ACL 2023 A Two-Stage Active Learning Algorithm for k-Nearest Neighbors ICML 2023 Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling AAAI 2023 Audit Report Coverage Assessment using Sentence Classification AACL 2023 Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings NeurIPS 2023 Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback CoRL 2023 Avoiding Lingering in Learning Active Recognition by Adversarial Disturbance WACV 2023 BALTO: fast tensor program optimization with diversity-based active learning ICLR 2023 Bandits with costly reward observations UAI 2023 Bayesian Optimization with Conformal Prediction Sets AISTATS 2023 Beam Search Optimized Batch Bayesian Active Learning AAAI 2023 Best Arm Identification with Fixed Budget: A Large Deviation Perspective NeurIPS 2023 Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks NeurIPS 2023 Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023 Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection CVPR 2023