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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 Principles for In-Context Learning with Large Language Models EMNLP 2023
An Active Learning Pipeline for NLU Error Detection in Conversational Agents ACL 2023
Neural Machine Translation through Active Learning on low-resource languages: The case of Spanish to Mapudungun ACL 2023
Semi-Verified PAC Learning from the Crowd AISTATS 2023
Active Learning-Based Species Range Estimation NIPS 2023
Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses NIPS 2023
On Dataset Transferability in Active Learning for Transformers ACL 2023
Efficient Failure Pattern Identification of Predictive Algorithms UAI 2023
Bayesian Optimization with Conformal Prediction Sets AISTATS 2023
An active learning framework for multi-group mean estimation NIPS 2023
CS4ML: A general framework for active learning with arbitrary data based on Christoffel functions NIPS 2023
The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning ACL 2023
Agnostic Multi-Group Active Learning NIPS 2023
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NIPS 2023
Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning NIPS 2023
Maestro: A Gamified Platform for Teaching AI Robustness AAAI 2023
Adaptive Selective Sampling for Online Prediction with Experts NIPS 2023
Not All Out-of-Distribution Data Are Harmful to Open-Set Active Learning NIPS 2023
Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach EMNLP 2023
Actively Supervised Clustering for Open Relation Extraction 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
Nonparametric Indirect Active Learning AISTATS 2023
Interactive Concept Bottleneck Models AAAI 2023
Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice NIPS 2023