← Keywords

active learning

1295 papers

Explore in graph

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

A label efficient two-sample test UAI 2022
Active approximately metric-fair learning UAI 2022
GEQCA: Generic Qualitative Constraint Acquisition AAAI 2022
Predicting Difficulty and Discrimination of Natural Language Questions ACL 2022
LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ACL 2022
A Fast Algorithm for PAC Combinatorial Pure Exploration AAAI 2022
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions AAAI 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification IJCNLP 2022
Multilingual Detection of Personal Employment Status on Twitter ACL 2022
MedSelect: Selective Labeling for Medical Image Classification Using Meta-Learning MIDL 2022
Active Bayesian Causal Inference NIPS 2022
Adapting Coreference Resolution Models through Active Learning ACL 2022
A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity NIPS 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation CVPR 2022
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes NIPS 2022
Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation NIPS 2022
A Comparison of Strategies for Source-Free Domain Adaptation ACL 2022
A Lagrangian Duality Approach to Active Learning NIPS 2022
On Efficiently Acquiring Annotations for Multilingual Models ACL 2022
Similarity Search for Efficient Active Learning and Search of Rare Concepts AAAI 2022
Fast active learning for pure exploration in reinforcement learning ICML 2021
Active learning and negative evidence for language identification NAACL 2021
Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs CVPR 2021