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

Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification WACV 2024

Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024

Machine-in-the-Loop with Documentary and Descriptive Linguists EACL 2024

Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation EACL 2024

Active Learning for Single-Stage Object Detection in UAV Images WACV 2024

Active Learning Guided by Efficient Surrogate Learners AAAI 2024

Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs EACL 2024

Critical Gap Between Generalization Error and Empirical Error in Active Learning WACV 2024

Hallucination Diversity-Aware Active Learning for Text Summarization NAACL 2024

DeMuX: Data-efficient Multilingual Learning NAACL 2024

Few-shot Named Entity Recognition via Superposition Concept Discrimination COLING 2024

Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach AISTATS 2024

Rebalancing Label Distribution While Eliminating Inherent Waiting Time in Multi Label Active Learning Applied to Transformers COLING 2024

ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data AISTATS 2024

Bayesian Online Learning for Consensus Prediction AISTATS 2024

Denoising Labeled Data for Comment Moderation Using Active Learning COLING 2024

TAAL: Target-Aware Active Learning COLING 2024

Multi-Resolution Active Learning of Fourier Neural Operators AISTATS 2024

Adaptive Batch Sizes for Active Learning: A Probabilistic Numerics Approach AISTATS 2024

A Visual Active Search Framework for Geospatial Exploration WACV 2024

Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations EMNLP 2024

Active Learning With Task Consistency and Diversity in Multi-Task Networks WACV 2024

Evolving Knowledge Distillation with Large Language Models and Active Learning COLING 2024

Active Transfer Learning for Efficient Video-Specific Human Pose Estimation WACV 2024

DISCount: Counting in Large Image Collections with Detector-Based Importance Sampling AAAI 2024