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

Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games AAAI 2025

Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning AAAI 2025

Optimal and Efficient Binary Questioning for Accelerated Annotation AAAI 2025

Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching AAAI 2025

Learn How to Query from Unlabeled Data Streams in Federated Learning AAAI 2025

Data-Efficient Automatic Prompt Optimization for Memory-Enhanced Conversational Agents EMNLP 2025

Active Learning for Multidialectal Arabic POS Tagging EMNLP 2025

Joint Out-of-Distribution Filtering and Data Discovery Active Learning CVPR 2025

DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback AAAI 2025

SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025

Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation AAAI 2025

From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025

Efficient Robot Learning via Interaction with Humans AAAI 2025

Consensus-Driven Active Model Selection ICCV 2025

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025

Dia-Lingle: A Gamified Interface for Dialectal Data Collection ACL 2025

Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025

Adaptive Deep Learning from Crowds IJCAI 2025

Can a Neural Model Guide Fieldwork? A Case Study on Morphological Data Collection COLING 2025

Engage for All: Making Ordinary Image Descriptions Appealing Again! ICCV 2025

Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation IJCAI 2025

Uncertainty Awareness Enables Efficient Labeling for Cancer Subtyping in Digital Pathology WACV 2025

Active Few-Shot Learning for Text Classification NAACL 2025

Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts EMNLP 2025

AutoSciLab: A Self-Driving Laboratory for Interpretable Scientific Discovery AAAI 2025