{"total":22,"rows":[{"id":"2304.08151","title":"Prediction-Oriented Bayesian Active Learning","created":"2023-04-17","cited_by_count":62,"area":null},{"id":"2405.00334","title":"A Survey on Deep Active Learning: Recent Advances and New Frontiers","created":"2024-05-01","cited_by_count":54,"area":null},{"id":"2210.10109","title":"A Survey of Active Learning for Natural Language Processing","created":"2022-10-18","cited_by_count":40,"area":null},{"id":"2306.10087","title":"ActiveGLAE: A Benchmark for Deep Active Learning with Transformers","created":"2023-06-16","cited_by_count":14,"area":null},{"id":"2210.00423","title":"Improved Algorithms for Neural Active Learning","created":"2022-10-02","cited_by_count":11,"area":null},{"id":"2404.12522","title":"Neural Active Learning Beyond Bandits","created":"2024-04-18","cited_by_count":10,"area":null},{"id":"2304.05578","title":"Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification","created":"2023-04-12","cited_by_count":8,"area":null},{"id":"2401.04305","title":"Advancing Deep Active Learning & Data Subset Selection: Unifying Principles with Information-Theory Intuitions","created":"2024-01-09","cited_by_count":7,"area":null},{"id":"2212.04800","title":"AUC Maximization for Low-Resource Named Entity Recognition","created":"2022-12-09","cited_by_count":6,"area":null},{"id":"2312.10116","title":"Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning","created":"2023-12-15","cited_by_count":6,"area":null},{"id":"2304.07499","title":"Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets","created":"2023-04-15","cited_by_count":5,"area":null},{"id":"2311.00906","title":"Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition","created":"2023-11-02","cited_by_count":5,"area":null},{"id":"2412.08225","title":"Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty","created":"2024-12-11","cited_by_count":4,"area":null},{"id":"2112.13737","title":"Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing","created":"2021-12-27","cited_by_count":2,"area":null},{"id":"2210.06112","title":"Efficient Bayesian Updates for Deep Active Learning via Laplace Approximations","created":"2022-10-12","cited_by_count":2,"area":null},{"id":"2310.05502","title":"XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners","created":"2023-10-09","cited_by_count":1,"area":null},{"id":"2311.02879","title":"Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling","created":"2023-11-06","cited_by_count":1,"area":null},{"id":"2401.07395","title":"Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification","created":"2024-01-15","cited_by_count":1,"area":null},{"id":"2205.11279","title":"Tyger: Task-Type-Generic Active Learning for Molecular Property Prediction","created":"2022-05-23","cited_by_count":0,"area":null},{"id":"2306.16918","title":"PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification","created":"2023-06-29","cited_by_count":0,"area":null},{"id":"2402.15613","title":"Towards Efficient Active Learning in NLP via Pretrained Representations","created":"2024-02-23","cited_by_count":0,"area":null},{"id":"2605.05590","title":"Uncertainty-Guided Edge Learning for Deep Image Regression in Remote Sensing","created":"2026-05-07","cited_by_count":0,"area":null}],"next_cursor":null}