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

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

Correlation-Aware Active Learning for Surgery Video Segmentation WACV 2024

Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble Based Sample Selection WACV 2024

GOMAA-Geo: GOal Modality Agnostic Active Geo-localization NIPS 2024

Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at Scale EMNLP 2024

Testable Learning with Distribution Shift COLT 2024

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

Optimal Design for Human Preference Elicitation NIPS 2024

Asking More Informative Questions for Grounded Retrieval NAACL 2024

DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers EMNLP 2024

Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024

Class Balancing for Efficient Active Learning in Imbalanced Datasets EACL 2024

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

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

Adaptive Labeling for Efficient Out-of-distribution Model Evaluation NIPS 2024

Cache & Distil: Optimising API Calls to Large Language Models ACL 2024

Linear Uncertainty Quantification of Graphical Model Inference NIPS 2024

Generalized Category Discovery with Large Language Models in the Loop ACL 2024

SEL-BALD: Deep Bayesian Active Learning with Selective Labels NIPS 2024

Interactive Deep Clustering via Value Mining NIPS 2024

Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning EMNLP 2024

Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle CVPR 2024

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

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

Resisting the Lure of the Skyline: Grounding Practices in Active Learning for Morphological Inflection ACL 2024