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Active Learning

1885 directly classified papers

Papers per year

Papers

Se2: Sequential Example Selection for In-Context Learning ACL 2024
ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps ACL 2024
Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization AAAI 2024
ELAD: Explanation-Guided Large Language Models Active Distillation ACL 2024
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective AISTATS 2024
Generalized Category Discovery with Large Language Models in the Loop ACL 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ACL 2024
Annotator-Centric Active Learning for Subjective NLP Tasks EMNLP 2024
Semi-supervised Active Learning for Video Action Detection AAAI 2024
Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees AAAI 2024
Online Learning of Decision Trees with Thompson Sampling AISTATS 2024
Correlation-Aware Active Learning for Surgery Video Segmentation WACV 2024
Entropic Open-Set Active Learning AAAI 2024
Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming AAAI 2024
Active Learning With Task Consistency and Diversity in Multi-Task Networks WACV 2024
Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery NAACL 2024
Demo: Enhancing Wildlife Acoustic Data Annotation Efficiency through Transfer and Active Learning IJCAI 2024
Human-in-the-Loop Visual Re-ID for Population Size Estimation ECCV 2024
TAAL: Target-Aware Active Learning COLING 2024
Reciprocal Learning NIPS 2024
Can Active Label Correction Improve LLM-based Modular AI Systems? EMNLP 2024
Generator Assisted Mixture of Experts for Feature Acquisition in Batch AAAI 2024
Few-shot Named Entity Recognition via Superposition Concept Discrimination COLING 2024
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning EMNLP 2024