active learning

Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets ACL 2023 Confidence Estimation Using Unlabeled Data ICLR 2023 Context-Aware Analysis of Group Submissions for Group Anomaly Detection and Performance Prediction AAAI 2023 Contextual Bandits and Imitation Learning with Preference-Based Active Queries NeurIPS 2023 Cooperative Inverse Decision Theory for Uncertain Preferences AISTATS 2023 Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023 CS4ML: A general framework for active learning with arbitrary data based on Christoffel functions NeurIPS 2023 Curating Datasets for Better Performance with Example Training Dynamics ACL 2023 Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training EMNLP 2023 D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ACL 2023 Deep Active Learning for Morphophonological Processing ACL 2023 Deep Anomaly Detection under Labeling Budget Constraints ICML 2023 Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation ICML 2023 Dirichlet-based Uncertainty Calibration for Active Domain Adaptation ICLR 2023 Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning ICML 2023 Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023 DynaDojo: An Extensible Platform for Benchmarking Scaling in Dynamical System Identification NeurIPS 2023 EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition AAAI 2023 Efficient Failure Pattern Identification of Predictive Algorithms UAI 2023 Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation EMNLP 2023 Entity Disambiguation on a Tight Labeling Budget EMNLP 2023 Evaluating and Improving Interactions with Hazy Oracles AAAI 2023 Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation ICLR 2023 Exploring Active 3D Object Detection from a Generalization Perspective ICLR 2023 FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023