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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

PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions AAAI 2022
An Efficient Active Learning Pipeline for Legal Text Classification EMNLP 2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages EMNLP 2022
Backprop-Free Reinforcement Learning with Active Neural Generative Coding AAAI 2022
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
A Murder and Protests, the Capitol Riot, and the Chauvin Trial: Estimating Disparate News Media Stance IJCAI 2022
Similarity Search for Efficient Active Learning and Search of Rare Concepts AAAI 2022
CHIA: CHoosing Instances to Annotate for Machine Translation EMNLP 2022
Active Bayesian Causal Inference NIPS 2022
A Fast Algorithm for PAC Combinatorial Pure Exploration AAAI 2022
Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers ACL 2022
Active Learning Through a Covering Lens NIPS 2022
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts EMNLP 2022
Active Nearest Neighbor Regression Through Delaunay Refinement ICML 2022
Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers EMNLP 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
GEQCA: Generic Qualitative Constraint Acquisition AAAI 2022
Active Structure Learning of Bayesian Networks in an Observational Setting JMLR 2022
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning COLING 2022
Active Learning with Neural Networks: Insights from Nonparametric Statistics NIPS 2022
Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning NIPS 2022
Asymptotic optimality for active learning processes UAI 2022
Active learning with label comparisons UAI 2022
ALLSH: Active Learning Guided by Local Sensitivity and Hardness NAACL 2022
Designing a Human-in-the-Loop System for Object Detection in Floor Plans AAAI 2022