← Learning Types
Machine Learning › Learning Types ›

Active Learning

1885 directly classified papers

Papers per year

Papers

ALAMBIC : Active Learning Automation Methods to Battle Inefficient Curation EACL 2023
Knowledge Acquisition for Human-In-The-Loop Image Captioning AISTATS 2023
Online Algorithms with Costly Predictions AISTATS 2023
Interactive Concept Bottleneck Models AAAI 2023
Provable Safe Reinforcement Learning with Binary Feedback AISTATS 2023
Investigating Multi-source Active Learning for Natural Language Inference EACL 2023
On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure AAAI 2023
Active Exploration via Experiment Design in Markov Chains AISTATS 2023
Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB AISTATS 2023
Active Learning for Multilingual Semantic Parser EACL 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023
No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning NIPS 2023
Active causal structure learning with advice ICML 2023
Curating Datasets for Better Performance with Example Training Dynamics ACL 2023
Efficient Online Decision Tree Learning with Active Feature Acquisition IJCAI 2023
Answering Ambiguous Questions via Iterative Prompting ACL 2023
Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments ICML 2023
Human-in-the-loop Abstractive Dialogue Summarization ACL 2023
SAAL: Sharpness-Aware Active Learning ICML 2023
Revisiting Sample Size Determination in Natural Language Understanding ACL 2023
VMLC: Statistical Process Control for Image Classification in Manufacturing ACML 2023
Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree ACL 2023
Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation ICML 2023
Reinforced Active Learning for Low-Resource, Domain-Specific, Multi-Label Text Classification ACL 2023
D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias ACL 2023