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Papers
Comparison-based Active Preference Learning for Multi-dimensional Personalization
ACL 2025
MAPLE: A Framework for Active Preference Learning Guided by Large Language Models
AAAI 2025
Active Preference Learning for Large Language Models
ICML 2024
Active preference learning for ordering items in- and out-of-sample
NeurIPS 2024
APRICOT: Active Preference Learning and Constraint-Aware Task Planning with LLMs
CoRL 2024
Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem
AAAI 2019
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning
EMNLP 2018
Gaussian Process Preference Elicitation
NeurIPS 2010
Active Preference Learning with Discrete Choice Data
NeurIPS 2007