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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

Internet Explorer: Targeted Representation Learning on the Open Web ICML 2023
Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning ICML 2023
Towards Controlled Data Augmentations for Active Learning ICML 2023
Streaming Active Learning with Deep Neural Networks ICML 2023
A Two-Stage Active Learning Algorithm for k-Nearest Neighbors ICML 2023
JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023
Efficient Failure Pattern Identification of Predictive Algorithms UAI 2023
Guideline Learning for In-Context Information Extraction EMNLP 2023
Multi-Objective GFlowNets ICML 2023
Memory-Based Dual Gaussian Processes for Sequential Learning ICML 2023
Turn-Level Active Learning for Dialogue State Tracking EMNLP 2023
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models EMNLP 2023
Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation EMNLP 2023
Curating Datasets for Better Performance with Example Training Dynamics ACL 2023
TiDAL: Learning Training Dynamics for Active Learning ICCV 2023
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023
Knowledge-Aware Federated Active Learning with Non-IID Data ICCV 2023
Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree ACL 2023
How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation? ACL 2023
On the Limitations of Simulating Active Learning ACL 2023
D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ACL 2023
ALAMBIC : Active Learning Automation Methods to Battle Inefficient Curation EACL 2023
Reducing cohort bias in natural language understanding systems with targeted self-training scheme ACL 2023
Revisiting Sample Size Determination in Natural Language Understanding ACL 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks EMNLP 2023