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Active Learning

1885 directly classified papers

Papers per year

Papers

FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023
Nonparametric Indirect Active Learning AISTATS 2023
Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets ACL 2023
An Active Learning Pipeline for NLU Error Detection in Conversational Agents ACL 2023
Improved Robust Algorithms for Learning with Discriminative Feature Feedback AISTATS 2023
Neural Machine Translation through Active Learning on low-resource languages: The case of Spanish to Mapudungun ACL 2023
On Dataset Transferability in Active Learning for Transformers ACL 2023
Bayesian Optimization with Conformal Prediction Sets AISTATS 2023
Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee ACML 2023
Towards Professional Level Crowd Annotation of Expert Domain Data CVPR 2023
For Women, Life, Freedom: A Participatory AI-Based Social Web Analysis of a Watershed Moment in Iran's Gender Struggles IJCAI 2023
Continually Improving Extractive QA via Human Feedback EMNLP 2023
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats IJCAI 2023
Human-in-the-Loop Vehicle ReID AAAI 2023
Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023
VMLC: Statistical Process Control for Image Classification in Manufacturing ACML 2023
Adaptive Selective Sampling for Online Prediction with Experts NIPS 2023
Re-Thinking Federated Active Learning Based on Inter-Class Diversity CVPR 2023
Active causal structure learning with advice ICML 2023
MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023
Entity Disambiguation on a Tight Labeling Budget EMNLP 2023
Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments ICML 2023
Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection CVPR 2023
Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023
Efficient Online Decision Tree Learning with Active Feature Acquisition IJCAI 2023