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

Class-Aware Active Annotation in Federated Semi-Supervised Learning for Medical Image Classification AAAI 2026

Uncovering Bias Paths with LLM-guided Causal Discovery: An Active Learning and Dynamic Scoring Approach AAAI 2026

Active Learning for Corpus Refinement: Cost-Effective Preprocessing to Improve Validity of Applied Quantitative Text Analysis EACL 2026

From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning AAAI 2026

AEGIS: Toward Expert-in-the-loop Industrial Anomaly Detection AAAI 2026

Next Generation Active Learning: Mixture of LLMs in the Loop AAAI 2026

Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey EACL 2026

Thesis Proposal: Measuring Prejudice at Scale EACL 2026

Practising responsibility: Ethics in NLP as a hands-on course EACL 2026

Active Multi-source Domain Adaptation for Multimodal Fake News Detection AAAI 2026

Advancing Out-of-Distribution Detection Across Diverse Scenarios AAAI 2026

Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026

Preference Elicitation for Step-Wise Explanations in Logic Puzzles AAAI 2026

Dimension-Aware Active Annotation for Aesthetic Perception via Multi-Agent Human–AI Collaboration AAAI 2026

Decomposition Sampling for Efficient Region Annotations in Active Learning WACV 2026

IDEAL-M3D: Instance Diversity-Enriched Active Learning for Monocular 3D Detection WACV 2026

Active Generalized Category Discovery with Diverse LLM Feedback EACL 2026

Agentic AI for Human Resources: LLM-Driven Candidate Assessment EACL 2026

Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study EACL 2026

Language Model-Driven Data Pruning Enables Efficient Active Learning EACL 2026

Memorize Early, Then Query: Inlier-Memorization-Guided Active Outlier Detection AAAI 2026

Active Learning of Symbolic Automata over Rational Numbers AAAI 2026

Budgeted Online Active Learning with Expert Advice and Episodic Priors AAAI 2026

Active Learning for Animal Re-Identification with Ambiguity-Aware Sampling AAAI 2026

Breaking the Passive Learning Trap: An Active Perception Strategy for Human Motion Prediction AAAI 2026