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preference learning

411 papers

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Also known as

DPO PL

Co-occurring keywords

large language model (12755) reinforcement learning (4122) direct preference optimization (317) reinforcement learning from human feedback (261) language model alignment (142) reward model (251) human feedback (161) reward modeling (159) model alignment (219) human preference (120)

Papers

PREME: Preference-based Meeting Exploration through an Interactive Questionnaire EACL 2023
ILLUME: Rationalizing Vision-Language Models through Human Interactions ICML 2023
Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues ICML 2023
Beyond Reward: Offline Preference-guided Policy Optimization ICML 2023
Human Preference Score: Better Aligning Text-to-Image Models with Human Preference ICCV 2023
Preference Learning Labels by Anchoring on Consecutive Annotations INTERSPEECH 2023
Preference-based training framework for automatic speech quality assessment using deep neural network INTERSPEECH 2023
PAC Learning and Stabilizing Hedonic Games: Towards a Unifying Approach. AAAI 2023
The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values EMNLP 2023
Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback NIPS 2023
Learning Noise-Induced Reward Functions for Surpassing Demonstrations in Imitation Learning AAAI 2023
The Effect of Modeling Human Rationality Level on Learning Rewards from Multiple Feedback Types AAAI 2023
Misspecification in Inverse Reinforcement Learning AAAI 2023
When Can We Track Significant Preference Shifts in Dueling Bandits? NIPS 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NIPS 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information NIPS 2023
Imitation Learning from Vague Feedback NIPS 2023
Error in the Euclidean Preference Model IJCAI 2023
Poisson Process for Bayesian Optimization AUTOML 2023
Inferring Lexicographically-Ordered Rewards from Preferences AAAI 2022
MatRank: Text Re-ranking by Latent Preference Matrix EMNLP 2022
On A Mallows-type Model For (Ranked) Choices NIPS 2022
One for All: Simultaneous Metric and Preference Learning over Multiple Users NIPS 2022
Learning Inconsistent Preferences with Gaussian Processes AISTATS 2022
Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences ICML 2022