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Active Learning

1885 directly classified papers

Papers per year

Papers

A Semi-parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks AAAI 2023
Probably Approximate Shapley Fairness with Applications in Machine Learning AAAI 2023
Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023
A Competitive Algorithm for Agnostic Active Learning NIPS 2023
Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks NIPS 2023
NewsPanda: Media Monitoring for Timely Conservation Action AAAI 2023
Active Learning for Multilingual Semantic Parser EACL 2023
ALAMBIC : Active Learning Automation Methods to Battle Inefficient Curation EACL 2023
Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System EACL 2023
Efficient Failure Pattern Identification of Predictive Algorithms UAI 2023
Investigating Multi-source Active Learning for Natural Language Inference EACL 2023
Bandits with costly reward observations UAI 2023
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances UAI 2023
ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation EMNLP 2023
Heavy-tailed linear bandit with Huber regression UAI 2023
Learning good interventions in causal graphs via covering UAI 2023
Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models EMNLP 2023
PALS: Personalized Active Learning for Subjective Tasks in NLP EMNLP 2023
Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments ICML 2023
Active causal structure learning with advice ICML 2023
Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation EMNLP 2023
Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation EMNLP 2023
Box-Level Active Detection CVPR 2023
MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation CVPR 2023
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings EMNLP 2023