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

Adaptive Selective Sampling for Online Prediction with Experts NIPS 2023

Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice NIPS 2023

Active Learning-Based Species Range Estimation NIPS 2023

Active Learning for Abnormal Lung Sound Data Curation and Detection in Asthma INTERSPEECH 2023

Avoiding Lingering in Learning Active Recognition by Adversarial Disturbance WACV 2023

Novel Intent Detection and Active Learning Based Classification (Student Abstract) AAAI 2023

ALANNO: An Active Learning Annotation System for Mortals EACL 2023

Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training EACL 2023

Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm CVPR 2023

Small-Text: Active Learning for Text Classification in Python EACL 2023

Bayesian Active Causal Discovery with Multi-Fidelity Experiments NIPS 2023

Autonomous Capability Assessment of Sequential Decision-Making Systems in Stochastic Settings NIPS 2023

Entity Disambiguation on a Tight Labeling Budget EMNLP 2023

Box-Level Active Detection CVPR 2023

Combining Active Learning and Task Adaptation with BERT for Cost-Effective Annotation of Social Media Datasets ACL 2023

Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift WACV 2023

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

Multi-Classifier Adversarial Optimization for Active Learning AAAI 2023

STARS: Spatial-Temporal Active Re-sampling for Label-Efficient Learning from Noisy Annotations AAAI 2023

Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection AAAI 2023

Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023

Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition EMNLP 2023

Data-efficient Active Learning for Structured Prediction with Partial Annotation and Self-Training EMNLP 2023

Neural Machine Translation through Active Learning on low-resource languages: The case of Spanish to Mapudungun ACL 2023