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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

One Size Does Not Fit All: The Case for Personalised Word Complexity Models NAACL 2022
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning ACL 2022
Convergence of Uncertainty Sampling for Active Learning ICML 2022
Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss AAAI 2022
Constants Matter: The Performance Gains of Active Learning ICML 2022
Simulating Bandit Learning from User Feedback for Extractive Question Answering ACL 2022
ActiveHedge: Hedge meets Active Learning ICML 2022
AI Assisted Data Labeling with Interactive Auto Label AAAI 2022
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals ICML 2022
Biological Sequence Design with GFlowNets ICML 2022
PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered Questions AAAI 2022
TrustAL: Trustworthy Active Learning Using Knowledge Distillation AAAI 2022
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
Differential Assessment of Black-Box AI Agents AAAI 2022
Multi-View Active Learning for Short Text Classification in User-Generated Data EMNLP 2022
Detecting Minority Arguments for Mutual Understanding: A Moderation Tool for the Online Climate Change Debate COLING 2022
Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages EMNLP 2022
Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images WACV 2022
Class-Balanced Active Learning for Image Classification WACV 2022
Bayesian Uncertainty and Expected Gradient Length - Regression: Two Sides of the Same Coin? WACV 2022
RareGAN: Generating Samples for Rare Classes AAAI 2022
GEQCA: Generic Qualitative Constraint Acquisition AAAI 2022
Active Learning for Open-Set Annotation CVPR 2022
Single Image Object Counting and Localizing Using Active-Learning WACV 2022