active learning

Preference Elicitation for Step-Wise Explanations in Logic Puzzles AAAI 2026 REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees UAI 2026 Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey EACL 2026 Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning CVPR 2026 Robust Bayesian Decision Making under Adversarial Uncertainty UAI 2026 Similarity-as-Evidence: Calibrating Overconfident VLMs for Interpretable and Label-Efficient Medical Active Learning CVPR 2026 The Data Frontier for Large Language Models: Selection, Synthesis, and Tools ACL 2026 Thesis Proposal: Measuring Prejudice at Scale EACL 2026 Uncertainty Quantification for Regression: A Unified Framework based on kernel scores UAI 2026 Uncovering Bias Paths with LLM-guided Causal Discovery: An Active Learning and Dynamic Scoring Approach AAAI 2026 Upper entropy for 2-monotone lower probabilities UAI 2026 VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging AAAI 2026 ABC3: Active Bayesian Causal Inference with Cohn Criteria in Randomized Experiments AAAI 2025 Active Bipartite Ranking with Smooth Posterior Distributions AISTATS 2025 Active Curriculum Language Modeling over a Hybrid Pre-training Method EMNLP 2025 Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025 Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025 Active Few-Shot Learning for Text Classification NAACL 2025 ActiveHAI: Active Collection Based Human-AI Diagnosis with Limited Expert Predictions IJCAI 2025 Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation AAAI 2025 Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations ICML 2025 Active Learning for Image Segmentation with Binary User Feedback WACV 2025 Active Learning for Multidialectal Arabic POS Tagging EMNLP 2025 Active Learning for Neural PDE Solvers ICLR 2025 Active Learning for Vision Language Models WACV 2025