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active learning

1295 papers

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Also known as

ALR AL AL OR NULL

Co-occurring keywords

text classification (6776) semi-supervised learning (2331) uncertainty sampling (67) uncertainty quantification (1365) gaussian process (1198) online learning (1770) transfer learning (5442) label complexity (58) sample complexity (1158) bayesian inference (1904)

Papers

Active Learning With Task Consistency and Diversity in Multi-Task Networks WACV 2024
Cache & Distil: Optimising API Calls to Large Language Models ACL 2024
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization EMNLP 2024
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models EMNLP 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
Active, anytime-valid risk controlling prediction sets NIPS 2024
Fairness without Harm: An Influence-Guided Active Sampling Approach NIPS 2024
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild NIPS 2024
ELAD: Explanation-Guided Large Language Models Active Distillation ACL 2024
Monocular 3D Object Detection With LiDAR Guided Semi Supervised Active Learning WACV 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NIPS 2024
Amortized Active Causal Induction with Deep Reinforcement Learning NIPS 2024
dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans NIPS 2024
ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps ACL 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ACL 2024
Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes JMLR 2024
Mentored Learning: Improving Generalization and Convergence of Student Learner JMLR 2024
Regimes of No Gain in Multi-class Active Learning JMLR 2024
Margin-Based Active Learning of Classifiers JMLR 2024
Universal Rates for Active Learning NIPS 2024
TAAL: Target-Aware Active Learning COLING 2024
Resisting the Lure of the Skyline: Grounding Practices in Active Learning for Morphological Inflection ACL 2024
Data Summarization via Bilevel Optimization JMLR 2024
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NIPS 2024
Agnostic Active Learning of Single Index Models with Linear Sample Complexity COLT 2024